Source: https://github.com/markziemann/GeneNameErrors2020

View the reports: http://ziemann-lab.net/public/gene_name_errors/

Intro

Gene name errors result when data are imported improperly into MS Excel and other spreadsheet programs (Zeeberg et al, 2004). Certain gene names like MARCH3, SEPT2 and DEC1 are converted into date format. These errors are surprisingly common in supplementary data files in the field of genomics (Ziemann et al, 2016). This could be considered a small error because it only affects a small number of genes, however it is symptomtic of poor data processing methods. The purpose of this script is to identify gene name errors present in supplementary files of PubMed Central articles in the previous month.

library("XML")
library("jsonlite")
library("xml2")
library("reutils")
library("readxl")

Get PMC IDs

Here I will be getting PubMed Central IDs for the previous month.

Start with figuring out the date to search PubMed Central.

CURRENT_MONTH=format(Sys.time(), "%m")
CURRENT_YEAR=format(Sys.time(), "%Y")

if (CURRENT_MONTH == "01") {
  PREV_YEAR=as.character(as.numeric(format(Sys.time(), "%Y"))-1)
  PREV_MONTH="12"
} else {
  PREV_YEAR=CURRENT_YEAR
  PREV_MONTH=as.character(as.numeric(format(Sys.time(), "%m"))-1)
}

DATE=paste(PREV_YEAR,"/",PREV_MONTH,sep="")
DATE
## [1] "2021/12"

Let’s see how many PMC IDs we have in the past month.

QUERY ='((genom*[Abstract]))'

ESEARCH_RES <- esearch(term=QUERY, db = "pmc", rettype = "uilist", retmode = "xml", retstart = 0, 
  retmax = 5000000, usehistory = TRUE, webenv = NULL, querykey = NULL, sort = NULL, field = NULL, 
  datetype = NULL, reldate = NULL, mindate = DATE, maxdate = DATE)

pmc <- efetch(ESEARCH_RES,retmode="text",rettype="uilist",outfile="pmcids.txt")
## Retrieving UIDs 1 to 500
## Retrieving UIDs 501 to 1000
## Retrieving UIDs 1001 to 1500
## Retrieving UIDs 1501 to 2000
## Retrieving UIDs 2001 to 2500
## Retrieving UIDs 2501 to 3000
## Retrieving UIDs 3001 to 3500
pmc <- read.table(pmc)
pmc <- paste("PMC",pmc$V1,sep="")
NUM_ARTICLES=length(pmc)
NUM_ARTICLES
## [1] 3196
writeLines(pmc,con="pmc.txt")

Run the screen

Now run the bash script. Note that false positives can occur (~1.5%) and these results have not been verified by a human.

Here are some definitions:

system("./gene_names.sh pmc.txt")
results <- readLines("results.txt")

XLS <- results[grep("XLS",results,ignore.case=TRUE)]
NUM_XLS = length(XLS)
NUM_XLS
## [1] 3701
NUM_XLS_ARTICLES = length(unique(sapply(strsplit(XLS," "),"[[",1)))
NUM_XLS_ARTICLES
## [1] 724
GENELISTS <- XLS[lapply(strsplit(XLS," "),length)>2]
#GENELISTS

NUM_GENELISTS <- length(unique(sapply(strsplit(GENELISTS," "),"[[",2)))
NUM_GENELISTS
## [1] 553
NUM_GENELIST_ARTICLES <- length(unique(sapply(strsplit(GENELISTS," "),"[[",1)))
NUM_GENELIST_ARTICLES
## [1] 264
ERROR_GENELISTS <- XLS[lapply(strsplit(XLS," "),length)>3]
#ERROR_GENELISTS

NUM_ERROR_GENELISTS = length(ERROR_GENELISTS)
NUM_ERROR_GENELISTS
## [1] 196
GENELIST_ERROR_ARTICLES <- unique(sapply(strsplit(ERROR_GENELISTS," "),"[[",1))
GENELIST_ERROR_ARTICLES
##  [1] "PMC8715921" "PMC8702551" "PMC8669026" "PMC8660810" "PMC8716048"
##  [6] "PMC8695320" "PMC8690979" "PMC8712874" "PMC8712770" "PMC8671590"
## [11] "PMC8710427" "PMC8691574" "PMC8649620" "PMC8648877" "PMC8648735"
## [16] "PMC8703359" "PMC8672579" "PMC8675923" "PMC8675387" "PMC8690596"
## [21] "PMC8689144" "PMC8642546" "PMC8640014" "PMC8633298" "PMC8686545"
## [26] "PMC8684099" "PMC8634119" "PMC8674316" "PMC8649757" "PMC8626462"
## [31] "PMC8617305" "PMC8672115" "PMC8672055" "PMC8655865" "PMC8655011"
## [36] "PMC8669612" "PMC8667787" "PMC8667366" "PMC8666981" "PMC8665569"
## [41] "PMC8649439" "PMC8642897" "PMC8640463" "PMC8604731" "PMC8602413"
## [46] "PMC8663025" "PMC8656106" "PMC8638096" "PMC8612935" "PMC8657403"
## [51] "PMC8637571" "PMC8636031" "PMC8634728" "PMC8633104" "PMC8632647"
## [56] "PMC8630779" "PMC8627048" "PMC8611784" "PMC8651141" "PMC8650217"
## [61] "PMC8643507" "PMC8641155" "PMC8640099" "PMC8607334" "PMC8626588"
## [66] "PMC8635166" "PMC8635117" "PMC8633307" "PMC8632918" "PMC8631276"
NUM_ERROR_GENELIST_ARTICLES <- length(GENELIST_ERROR_ARTICLES) 
NUM_ERROR_GENELIST_ARTICLES
## [1] 70
ERROR_PROPORTION = NUM_ERROR_GENELIST_ARTICLES / NUM_GENELIST_ARTICLES
ERROR_PROPORTION
## [1] 0.2651515

Look at the errors detected

Here you can have a look at all the gene lists detected in the past month, as well as those with errors. The dates are obvious errors, these are commonly dates in September, March, December and October. The five-digit numbers represent dates as they are encoded in the Excel internal format. The five digit number is the number of days since 1900. If you were to take these numbers and put them into Excel and format the cells as dates, then these will also mostly map to dates in September, March, December and October.

#GENELISTS

ERROR_GENELISTS
##   [1] "PMC8715921 /pmc/articles/PMC8715921/bin/Data_Sheet_2.xlsx Hsapiens 5 43526 43534 43717 43717 43709"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##   [2] "PMC8715921 /pmc/articles/PMC8715921/bin/Data_Sheet_2.xlsx Hsapiens 2 44440 44442"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##   [3] "PMC8715921 /pmc/articles/PMC8715921/bin/Data_Sheet_2.xlsx Hsapiens 2 44442 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##   [4] "PMC8715921 /pmc/articles/PMC8715921/bin/Data_Sheet_2.xlsx Hsapiens 2 44440 44442"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##   [5] "PMC8702551 /pmc/articles/PMC8702551/bin/41598_2021_3567_MOESM2_ESM.xlsx Mmusculus 2 44257 44442"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##   [6] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 25 43893 43892 44075 44076 43898 43891 43893 43892 43897 44081 43893 44076 43896 44083 44078 44085 43891 43895 43891 43898 43892 43898 44076 44089 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##   [7] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 6 43894 44088 44088 44088 44088 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##   [8] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 18 43891 44076 44076 44076 44076 44076 43892 43892 44076 43892 43892 44076 44076 44076 44076 43891 43896 43898"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##   [9] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 8 44075 43892 43896 44081 43892 44076 44076 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [10] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 3 43896 44085 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [11] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 15 43898 44076 44076 43898 43892 44076 43891 43896 43892 43892 44078 44076 44076 43891 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [12] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 6 43898 44088 43891 43896 43892 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [13] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 2 44166 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [14] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 1 43893"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [15] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 1 43898"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [16] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 1 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [17] "PMC8669026 /pmc/articles/PMC8669026/bin/41398_2021_1756_MOESM1_ESM.xlsx Hsapiens 1 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [18] "PMC8660810 /pmc/articles/PMC8660810/bin/41467_2021_27506_MOESM5_ESM.xlsx Dmelanogaster 1 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [19] "PMC8660810 /pmc/articles/PMC8660810/bin/41467_2021_27506_MOESM5_ESM.xlsx Dmelanogaster 3 44079 44076 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [20] "PMC8660810 /pmc/articles/PMC8660810/bin/41467_2021_27506_MOESM5_ESM.xlsx Dmelanogaster 1 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [21] "PMC8660810 /pmc/articles/PMC8660810/bin/41467_2021_27506_MOESM5_ESM.xlsx Dmelanogaster 2 44076 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [22] "PMC8716048 /pmc/articles/PMC8716048/bin/pone.0260811.s003.xlsx Hsapiens 1 43901"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [23] "PMC8695320 /pmc/articles/PMC8695320/bin/mmc4.xlsx Hsapiens 1 44451"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [24] "PMC8690979 /pmc/articles/PMC8690979/bin/12711_2021_684_MOESM4_ESM.xlsx Hsapiens 1 43898"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [25] "PMC8712874 /pmc/articles/PMC8712874/bin/Table1.XLSX Hsapiens 2 44077 44166"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [26] "PMC8712874 /pmc/articles/PMC8712874/bin/Table7.XLSX Hsapiens 1 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [27] "PMC8712770 /pmc/articles/PMC8712770/bin/Table10.XLSX Hsapiens 4 44261 44256 44260 44454"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [28] "PMC8712770 /pmc/articles/PMC8712770/bin/Table4.XLSX Hsapiens 2 38596 38047"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [29] "PMC8712770 /pmc/articles/PMC8712770/bin/Table4.XLSX Hsapiens 4 36951 38596 37865 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [30] "PMC8712770 /pmc/articles/PMC8712770/bin/Table4.XLSX Hsapiens 6 38596 36951 37865 39692 36951 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [31] "PMC8712770 /pmc/articles/PMC8712770/bin/Table4.XLSX Hsapiens 8 38596 36951 39692 37865 36951 38777 40787 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [32] "PMC8712770 /pmc/articles/PMC8712770/bin/Table4.XLSX Hsapiens 2 37865 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [33] "PMC8712770 /pmc/articles/PMC8712770/bin/Table4.XLSX Hsapiens 1 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [34] "PMC8712770 /pmc/articles/PMC8712770/bin/Table4.XLSX Hsapiens 2 38596 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [35] "PMC8712770 /pmc/articles/PMC8712770/bin/Table4.XLSX Hsapiens 4 38231 38047 38596 37865"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [36] "PMC8712770 /pmc/articles/PMC8712770/bin/Table6.XLSX Hsapiens 2 37865 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [37] "PMC8712770 /pmc/articles/PMC8712770/bin/Table6.XLSX Hsapiens 1 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [38] "PMC8712770 /pmc/articles/PMC8712770/bin/Table8.XLSX Hsapiens 23 37316 37865 38231 37316 39326 38961 39142 40787 39873 38047 36951 38777 39692 39508 37500 37681 37135 42248 40057 38596 36951 40422 38412"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [39] "PMC8671590 /pmc/articles/PMC8671590/bin/41419_2021_4436_MOESM5_ESM.xlsx Rnorvegicus 7 43896 44085 44076 44082 44082 44084 44082"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [40] "PMC8671590 /pmc/articles/PMC8671590/bin/41419_2021_4436_MOESM7_ESM.xlsx Mmusculus 1 43899"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [41] "PMC8671590 /pmc/articles/PMC8671590/bin/41419_2021_4436_MOESM8_ESM.xlsx Mmusculus 945 43896 43896 43898 44082 44083 44084 43897 44082 44082 43898 44085 44085 43897 44082 44082 44082 44083 44085 44085 43896 43898 44085 43896 43898 44085 43898 43898 44082 44084 43895 43896 43898 44076 44081 44084 43895 43896 43898 44076 44081 44084 43898 43898 44082 44084 43896 43898 44085 44089 43895 43898 43898 43898 43895 43898 43898 43898 44081 43898 44076 44082 43898 44082 43898 44080 44081 44082 43896 44082 43898 44083 43891 43895 43896 43898 44085 43896 43898 44076 43891 43895 43896 43898 44085 43898 44081 44082 43895 43895 44082 44082 43895 43898 43898 43898 44081 44083 44081 44085 44076 43896 44083 44076 43896 44083 44082 44084 43895 44082 43895 43896 43896 43898 43898 43898 44085 43896 43898 43897 44076 43896 43898 44082 44081 44082 44082 43898 44076 43896 43898 44081 44082 43895 43898 43898 44076 43897 44082 44082 43896 43896 44082 44085 43896 44085 44081 44083 44081 44083 43896 43898 44083 44082 44085 43896 43898 43898 43898 44082 44082 44083 44083 43896 44075 43895 44084 43895 43898 44081 44085 43898 43898 44083 43898 43898 44076 44082 43898 43898 44089 43895 43896 43898 44076 44081 44084 43898 44082 44085 44083 43898 44083 43898 44082 44085 43898 44082 44085 43898 44082 44085 44082 43898 44083 43898 44083 44083 43898 43898 44083 43896 43898 43898 44083 44083 44085 43897 43898 43898 44082 43898 44082 44083 44083 44076 44085 43896 43898 43898 43898 44076 43898 43898 44082 44081 43898 44082 44083 44082 43895 44082 43895 43896 43896 43896 43898 43898 44076 44076 44081 44082 44083 44083 44083 44085 44085 43898 43898 44082 44085 44082 44082 44083 44083 43898 44082 44084 43896 44089 44082 43898 43898 43898 43898 43898 43898 44083 43898 43898 44083 44082 44082 43895 43896 44083 43898 43898 43895 43898 43896 43898 43891 43898 43898 43896 43898 43891 43898 43898 43895 44080 44085 44081 44082 44082 43891 43896 43898 44076 43891 43896 43898 44076 44083 43896 43898 44076 44083 43895 43895 43898 43895 43896 43898 44076 44081 44084 43895 43896 43898 44076 44081 44084 43896 43898 43898 43898 43898 43896 43898 44083 44084 43896 43898 43898 43898 43898 43898 44084 44085 44082 44081 44081 44089 44085 43896 43896 43898 44082 44083 43898 43898 43898 44085 43891 44084 43898 43896 44085 43895 43898 43895 43898 43895 43897 44082 43896 44076 44089 43896 44076 43895 43896 43898 44082 44082 44082 43895 43896 43898 44082 44082 44082 44076 43896 43896 44082 43896 44082 43895 43898 43898 44076 44081 44081 43896 44082 44082 43895 43898 43898 44076 43898 44084 44084 44084 43896 43896 44080 44085 43898 43898 44075 44082 43895 43896 44076 44082 43895 44076 43895 43898 44082 44076 44082 44076 44082 43898 43898 44076 44082 44085 44076 44082 43895 43898 43898 44076 43895 43898 43898 44076 43898 43895 43896 43896 43898 44080 44082 44076 44085 43898 43898 44085 43898 43896 43898 44081 44089 43898 44082 44082 43898 43898 43898 43898 43898 44084 43896 43896 43898 44082 43898 43895 43898 43898 43898 43896 43898 44080 44076 44085 44085 43896 43898 44082 44083 43898 44080 44081 44082 44080 44081 44082 43898 43895 43898 44080 44081 44082 43898 44080 44081 44082 43898 44080 44081 44082 43896 44080 44081 44082 44076 44083 44083 43895 43898 44080 44083 43898 43898 43895 44085 43896 43898 43898 44081 44085 43895 44080 44085 43898 43898 44076 43898 43896 43898 43898 43897 43898 43898 43898 44082 44083 43895 44076 43896 43898 44085 43898 43898 43895 43895 43898 44083 43898 44081 44085 43898 43898 44076 44083 44089 43898 43898 44082 43895 44085 43898 44082 44082 44081 44083 43895 43898 44076 44082 43898 44082 43895 43896 43898 44076 43898 43895 43896 43896 44083 43898 43898 43898 44082 44083 43898 43896 43898 43896 43898 43898 44085 43895 43898 43898 44076 43896 43891 43896 44085 43895 43896 43898 43898 44082 43898 43896 43898 43898 43898 43898 44082 44083 43896 43891 43896 44083 44076 44082 43896 43896 43896 43898 43896 44083 43898 44082 43895 44076 43896 44085 44082 43896 44085 43898 43898 44082 43896 43895 44075 44082 44085 43897 43895 43898 44083 43896 43896 43895 43898 44082 44083 44083 43896 43898 43891 43896 43898 44076 43898 43898 43898 44082 43896 43898 43896 43896 44076 43896 44076 44076 44081 44082 43896 44082 44082 44080 44081 44080 43896 43896 44080 43898 44080 43898 43898 44080 44081 43895 44082 43895 43898 43898 44076 43895 43895 43898 43898 44076 43896 43895 43898 43898 44076 43895 43896 43896 43896 43898 43898 43898 44082 43896 43898 44082 43895 43895 44082 44083 43895 43898 44080 43896 43896 43898 43896 43898 43896 43898 43898 43895 43895 43896 43897 43898 43898 44081 44081 44089 44082 44081 43898 43898 43898 43898 44083 44085 44082 43896 44082 43896 43898 43898 43895 43895 43898 43898 43895 43898 43896 44083 43895 44075 44076 44085 43898 44080 44081 43898 43898 43898 43896 43898 43898 43898 44082 44082 44083 44083 43898 44082 43895 43898 43898 43898 44082 43895 43896 43898 44083 44085 43895 43898 43898 44076 43898 43898 43898 43898 43895 43896 43897 44083 44085 44085 43898 43896 43898 44083 43898 43898 44082 43895 44082 44082 44080 44082 43896 43896 43898 43898 44089 43891 43898 43898 44076 44083 44084 43898 44085 43898 43898 44084 43896 44076 44082 44083 43895 44082 44085 43898 43898 44083 43895 44076 43895 43896 43898 44082 44082 44082 43895 43896 43898 43898 43898 44081 44082 44082 44083 44084 44082 44082 44076 43898 44089 43898 44081 43898 44083 43895 43898 43898 43896 44082 43895 43898 43898 44076 44081 44082 44083 44083 43898 43898 43895 43895 43896 43896 43897 43898 43898 44081 44081 44089 44083 44082 43895 43891 43898 44083 43898 43898 44082 44082 43895 43898 43897 43897 43898 44082 43895 43896 43898 44076 44081 44084 43895 43896 43896 43898 44081 44083 43896 43898 44081 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [42] "PMC8671590 /pmc/articles/PMC8671590/bin/41419_2021_4436_MOESM8_ESM.xlsx Mmusculus 1199 43893 43897 43897 44075 43893 43897 43897 44075 43893 43897 43897 44075 43893 43897 43897 44075 43893 43897 43897 44075 43893 43897 43897 44075 44084 43893 43897 43897 44075 43893 43897 43897 44075 43893 43897 43897 44075 43897 43897 44082 43893 43896 43897 43893 43896 43897 43893 43896 44078 44085 43893 43898 44081 44085 43893 43898 44081 44081 44085 43896 43896 43896 43896 43897 43898 43898 44081 44089 43893 43897 44085 43893 43893 43897 44085 43896 43896 43896 43896 43897 43898 43898 44081 44089 43893 43898 44078 44081 44081 44084 44085 44085 44084 43898 44082 43897 44083 44083 43895 44084 43893 43895 43895 44076 44082 43896 43893 43896 44075 43893 43893 43896 43897 44075 44075 44078 43897 44075 44075 43896 43897 44082 43898 44085 43893 43893 43896 43897 43898 44078 44082 44084 44085 43896 44081 44081 44083 44081 43893 43896 43897 43898 43896 43897 43897 44081 44081 44084 44085 43893 43896 43897 43898 43896 43897 43897 43897 44081 44081 44084 44085 43896 44076 44083 43897 44078 43897 43893 44084 44089 44084 44089 44078 43896 44081 44082 44084 43893 43893 44080 44083 43897 43891 43893 43896 43896 44076 44085 43896 43896 43896 44081 44081 44085 43895 44082 43896 44085 43893 43896 44082 44082 43893 43896 43897 43898 43893 43896 43897 43896 44078 44084 44084 44085 44089 43896 43898 44089 44089 43893 43896 43893 43896 44082 43896 44075 44085 43895 43896 43897 43895 43897 43893 43896 43897 44075 44081 43897 43898 43893 43896 43896 43896 43896 43896 43897 43898 43898 43898 44081 44089 43895 44078 43893 43896 43896 43896 43896 43896 43897 43898 43898 43898 44081 44089 43896 43891 43895 43893 43896 43896 43896 43896 43896 43897 43898 43898 43898 44081 44089 43893 43896 43898 44082 44082 44089 43893 43897 44085 43893 43898 43897 43895 43893 43898 43893 43898 43893 43898 43896 43896 43897 44081 43897 44078 44083 43893 43893 43898 43898 43897 43897 44076 43896 43898 43898 44083 43898 44082 44084 44083 43893 44079 44083 44085 43893 44081 43896 43897 44085 43897 43893 43896 43897 44081 43897 44076 43897 44075 43893 44075 44084 44076 44085 44081 44085 43895 44085 43896 44082 44084 43891 43895 43895 43895 43896 43896 43896 43896 43896 43896 43896 43896 43896 43896 43896 43896 43897 43897 43897 43897 43897 43898 44075 44076 44076 44076 44078 44078 44078 44078 44080 44081 44081 44081 44083 44083 44083 44083 44083 44084 44084 44084 44084 44085 44085 44085 44089 44089 44089 44089 44089 43893 43893 43898 43898 44082 43898 43895 43893 43896 43897 43898 44076 44080 43897 44075 44083 44083 44083 44085 44089 44082 43896 43896 43896 43897 44083 44081 43897 44081 43893 43898 44082 43896 43896 43893 43893 43896 43896 43896 43896 43896 43898 43898 44089 43895 43893 43895 43893 43893 43896 43898 44076 44080 44082 44082 44085 44085 43893 44082 43897 43897 43897 43897 44076 43896 44075 43897 44089 44085 44089 43896 43893 43893 43896 43898 44089 43893 43893 43896 43898 44089 43898 43898 43891 44076 44081 44082 43898 43898 43898 43896 44081 43895 43898 44076 44078 44081 44082 44084 43898 43896 43897 44081 43893 43897 44085 43893 43897 44085 43896 44076 43893 44083 43893 43896 43896 43896 43896 43897 43898 44078 44081 44089 44084 44076 44076 43893 43893 43897 44081 43897 44085 43896 43896 44081 44075 44085 44085 44081 43893 44078 44078 44078 43893 43897 43897 44076 44078 44082 44084 44081 44083 44089 43895 43897 43895 43895 44081 43896 43893 43896 43896 43897 43898 43898 44078 44078 44082 44084 44085 44078 43893 43896 43896 43897 43898 43898 44078 44078 44082 44084 44085 44079 43898 43895 43895 43896 43896 43897 43895 44082 43893 43897 43898 43895 43895 43893 43897 43898 43893 43897 43896 44089 43893 43895 43895 43897 43898 43898 43898 44083 44089 44089 43898 44089 43896 43897 43893 44076 43898 44089 43898 44089 43896 44076 43893 43897 44089 43893 43896 43897 43898 44081 44083 44089 43893 43896 43897 43898 44081 44083 43893 43897 43898 43893 43897 43898 43897 44076 44082 44082 44084 44078 44078 43893 43893 43896 44075 43896 43897 44084 44085 43895 44082 44081 43893 43893 44085 43896 43898 44089 43896 44076 44083 44081 44083 44084 44085 43893 43896 43897 43898 43896 44082 43893 44083 44085 44089 43898 43898 44078 44083 44083 44076 44089 43896 44075 44084 44084 43897 44075 43896 43896 44085 44089 44085 44089 43896 43897 44075 43896 43897 44075 43896 44089 44084 43896 44078 44084 43893 43897 44084 43896 44080 43897 44089 44085 43893 43896 43896 43896 43896 43896 43897 43898 43898 43898 44081 44089 43896 43896 43897 43898 44085 43898 43898 44082 43895 44078 44081 44081 44083 43893 43896 44082 43896 43897 44082 44078 44081 44081 44083 43898 44083 44089 43897 43897 43898 44075 44076 44081 44082 44085 44089 43896 43897 44081 43895 43897 44076 44082 44082 44083 43896 43896 43896 43896 43896 43896 44078 44089 43896 43898 43893 43893 43896 43898 43896 43898 44081 43896 43897 43897 44083 43896 43897 43898 43898 44078 44082 43895 43896 43897 43896 43891 43896 43891 43896 44075 44080 44085 43893 43897 43897 43898 43897 44075 44075 44083 43895 43896 44082 44082 44085 43896 44082 43897 44075 44082 44085 43896 43897 44081 44082 44084 44085 44078 44081 43895 43898 44081 44083 44078 44081 43893 43897 44076 43896 43897 43898 43896 43897 43898 44075 44083 44084 44089 43898 44085 43897 44076 44081 43893 44076 43898 44081 43893 43897 44089 43896 43898 44082 44083 44089 43896 44076 44078 44083 43893 43895 43897 43898 43897 43897 43897 43897 44078 44083 44081 43891 43896 43896 43896 43895 43896 43896 43896 43896 44084 43896 43896 44078 44084 43896 43898 43896 43896 43897 44078 43896 43896 43896 43896 43898 44078 43896 43898 44076 43896 43898 43896 43898 43896 44084 43893 43897 43893 43897 43897 43898 43898 43893 43897 43897 43898 43893 43897 43897 43898 43898 43898 43896 43897 44076 43896 44081 44083 44082 43898 44078 44082 44078 44084 43893 43895 43897 43898 44085 43897 44081 43897 44084 43893 43896 43896 43896 43896 43897 43898 43898 44081 44089 44076 44078 44084 43897 43896 43897 43898 43896 43897 43898 43896 43893 43896 43896 43896 43896 43896 43897 43898 43898 43898 44081 44089 44085 43895 43895 43896 43897 43898 44076 43895 44075 44089 43895 43897 43898 44084 44081 44089 43897 43896 43897 44085 43893 43896 43897 43898 43895 43896 43897 43896 43897 43897 44080 44082 43896 43898 43898 43898 44083 44085 43897 44089 43896 43895 43897 44078 43893 44076 44076 43893 43897 44076 43897 43898 43898 44081 44081 44085 44085 44083 43893 43897 43898 44076 43893 44084 44089 44081 44083 43898 43895 43898 43896 44085 43891 43897 43897 43896 44085 43896 44085 43898 43896 44085 43896 43897 43897 44075 43896 43897 43893 43896 43896 43897 43898 43898 44078 44078 44082 44084 44085 43896 44084 43895 43896 43897 43893 44078 44083 43896 44076 44078 43897 44085 44085 43897 43897 43897 44076 44078 44081 44082 44082 44084 44084 43896 43898 44083 43896 43897 43895 43895 43896 43897 43896 43898 44076 44081 44082 44082 44083 44084 44084 44085 43891 43896 43897 44083 43895 43896 44085 43897 44078 43897 44078 43893 43896 43896 43896 43896 43897 43897 43893 43893 43895 43896 43898 44078 44082 44083 43896 43898 44078 44083 44076 43896 43898 44075 43893 43897 44085 44076 43896 43896 43897 44081 43893 43897 43897 44075 43896 44082 43896 44082"
##  [43] "PMC8671590 /pmc/articles/PMC8671590/bin/41419_2021_4436_MOESM8_ESM.xlsx Mmusculus 910 43893 43893 43893 43893 43893 43897 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43898 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43896 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 44083 44083 43893 43893 43893 43893 43893 43893 43893 43893 43896 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43898 44083 43896 43893 43893 43893 43893 44083 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43896 43893 43896 43893 43893 43893 43893 44083 43898 43893 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43898 43893 43893 44083 43893 43893 43893 44083 43893 43893 43893 43893 44076 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 43893 43893 44083 43893 43898 43893 43893 43893 43893 43893 43893 43893 44083 43896 43896 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43897 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43893 43893 44083 43893 43893 43898 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 44076 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43896 43897 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43896 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43898 44083 44076 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43896 43896 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 44076 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 44083 43893 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43898 43893 43893 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43896 43893 44083 43896 43893 43893 44083 43893 43893 44076 43893 43893 43893 43893 44076 43893 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43896 43893 43893 43893 44083 43893 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 44083 43893 44083 43893 43893 43893 43893 43893 43893 44076 43893 44076 43893 44083 43893 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43896 43893 43893 43893 43893 43893 43893 43897 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43896 43893 43893 43893 43898 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43898 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 44076 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 43893 43893 43893 43893 43893 44083 44083 43893 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44083 44076 44083 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 44076 43898 43893 44083 43893 43893 43893 43893 43896 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893 43893"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [44] "PMC8710427 /pmc/articles/PMC8710427/bin/NIHMS1763210-supplement-2.xlsx Mmusculus 26 42980 42801 42989 42802 42795 42985 42987 42986 42982 42805 42981 42799 42798 42795 42796 42992 42979 42984 42988 42803 42804 42800 42990 42983 42796 42797"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [45] "PMC8691574 /pmc/articles/PMC8691574/bin/Table3.XLSX Hsapiens 1 44443"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [46] "PMC8649620 /pmc/articles/PMC8649620/bin/mmc3.xlsx Hsapiens 24 43710 43715 43717 43530 43719 43713 43716 43526 43711 43531 43712 43718 43532 43714 43525 43529 43533 43527 43709 43528 43534 43800 43535 43720"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [47] "PMC8649620 /pmc/articles/PMC8649620/bin/mmc3.xlsx Hsapiens 14 43525 43526 43529 43718 43719 43710 43711 43712 43713 43714 43715 43716 43717 43713"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [48] "PMC8649620 /pmc/articles/PMC8649620/bin/mmc4.xlsx Hsapiens 24 43710 43715 43717 43530 43719 43713 43716 43526 43711 43531 43712 43718 43532 43714 43525 43529 43533 43527 43709 43528 43534 43800 43535 43720"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [49] "PMC8649620 /pmc/articles/PMC8649620/bin/mmc4.xlsx Hsapiens 4 43712 43711 43528 43715"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [50] "PMC8648877 /pmc/articles/PMC8648877/bin/41467_2021_27341_MOESM10_ESM.xlsx Hsapiens 6 44440 44440 44256 44263 44442 44442"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [51] "PMC8648735 /pmc/articles/PMC8648735/bin/41467_2021_27427_MOESM4_ESM.xlsx Hsapiens 143 44454 44257 44256 44256 44256 44449 44449 44449 44449 44449 44449 44262 44262 44259 44259 44441 44441 44441 44441 44441 44441 44450 44450 44450 44450 44450 44450 44450 44256 44256 44256 44256 44256 44256 44256 44256 44256 44256 44256 44256 44256 44256 44256 44261 44261 44266 44266 44266 44258 44258 44258 44258 44258 44258 44258 44258 44258 44258 44447 44447 44447 44447 44447 44447 44447 44447 44447 44447 44447 44447 44447 44446 44446 44452 44531 44531 44531 44531 44531 44531 44531 44263 44263 44263 44263 44260 44260 44451 44451 44451 44440 44440 44443 44443 44265 44265 44265 44265 44265 44265 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44257 44257 44257 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [52] "PMC8703359 zip/TableS8-AlternativeSplicingGene.xlsx Ggallus 6 43351 43351 43351 43349 43349 43166"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [53] "PMC8703359 zip/TableS8-AlternativeSplicingGene.xlsx Hsapiens 3 43351 43349 43166"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [54] "PMC8703359 zip/TableS5-filteredIsoform.xlsx Hsapiens 42 43351 43351 43355 43348 43348 43348 43352 43347 43170 43350 43350 43160 43160 43349 43349 43160 43354 43354 43167 43164 43164 43163 43166 43166 43345 43351 43348 43352 43350 43350 43350 43350 43165 43161 43349 43349 43354 43354 43166 43166 43166 43345"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [55] "PMC8703359 zip/TableS5-filteredIsoform.xlsx Hsapiens 42 43351 43351 43348 43348 43348 43352 43347 43170 43350 43350 43350 43160 43160 43349 43160 43160 43354 43354 43167 43164 43164 43163 43166 43166 43345 43351 43348 43352 43350 43350 43350 43350 43165 43161 43349 43349 43349 43354 43354 43166 43166 43345"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [56] "PMC8703359 zip/TableS5-filteredIsoform.xlsx Hsapiens 40 43351 43351 43355 43348 43348 43348 43352 43347 43170 43350 43350 43160 43160 43349 43349 43160 43354 43354 43167 43164 43164 43163 43166 43166 43345 43351 43348 43352 43350 43350 43350 43350 43165 43161 43349 43349 43354 43166 43166 43345"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [57] "PMC8703359 zip/TableS5-filteredIsoform.xlsx Hsapiens 47 43351 43351 43355 43348 43348 43348 43352 43347 43170 43350 43350 43350 43160 43160 43349 43349 43160 43160 43354 43354 43167 43164 43164 43163 43166 43166 43345 43351 43348 43352 43350 43350 43350 43350 43350 43165 43161 43349 43349 43349 43354 43354 43354 43166 43166 43166 43345"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [58] "PMC8703359 zip/TableS3-Ensemble_Ref_transcriptInfo.xlsx Hsapiens 39 43346 43350 43350 43350 43170 43165 43165 43160 43160 43349 43349 43349 43349 43349 43160 43160 43160 43354 43354 43354 43354 43162 43163 43166 43166 43167 43167 43164 43164 43345 43351 43351 43355 43348 43348 43348 43352 43347 43161"