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] "2021/9"

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] 3287
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] 4483
NUM_XLS_ARTICLES = length(unique(sapply(strsplit(XLS," "),"[[",1)))
NUM_XLS_ARTICLES
## [1] 714
GENELISTS <- XLS[lapply(strsplit(XLS," "),length)>2]
#GENELISTS

NUM_GENELISTS <- length(unique(sapply(strsplit(GENELISTS," "),"[[",2)))
NUM_GENELISTS
## [1] 494
NUM_GENELIST_ARTICLES <- length(unique(sapply(strsplit(GENELISTS," "),"[[",1)))
NUM_GENELIST_ARTICLES
## [1] 237
ERROR_GENELISTS <- XLS[lapply(strsplit(XLS," "),length)>3]
#ERROR_GENELISTS

NUM_ERROR_GENELISTS = length(ERROR_GENELISTS)
NUM_ERROR_GENELISTS
## [1] 167
GENELIST_ERROR_ARTICLES <- unique(sapply(strsplit(ERROR_GENELISTS," "),"[[",1))
GENELIST_ERROR_ARTICLES
##  [1] "PMC8477972" "PMC8457190" "PMC8473911" "PMC8473691" "PMC8464068"
##  [6] "PMC8457092" "PMC8459994" "PMC8459715" "PMC8446408" "PMC8421397"
## [11] "PMC8421382" "PMC8421377" "PMC8413298" "PMC8410909" "PMC8390680"
## [16] "PMC8390644" "PMC8387478" "PMC8382756" "PMC8379159" "PMC8454932"
## [21] "PMC8450517" "PMC8449218" "PMC8446523" "PMC8408347" "PMC8405691"
## [26] "PMC7611670" "PMC8441059" "PMC8440929" "PMC8438076" "PMC8439149"
## [31] "PMC8439085" "PMC8439043" "PMC8438179" "PMC8432159" "PMC8428331"
## [36] "PMC8387440" "PMC8434745" "PMC8434739" "PMC8425920" "PMC8425914"
## [41] "PMC8419706" "PMC8432294" "PMC8431925" "PMC8408433" "PMC8427675"
## [46] "PMC8427129" "PMC8426625" "PMC8422739" "PMC8420019" "PMC8395571"
## [51] "PMC8423302" "PMC8421684" "PMC8417883" "PMC8417742" "PMC8417727"
## [56] "PMC8416908" "PMC8415302" "PMC8415032" "PMC8410083" "PMC8405809"
## [61] "PMC8407593" "PMC8406749" "PMC8406630" "PMC8387919"
NUM_ERROR_GENELIST_ARTICLES <- length(GENELIST_ERROR_ARTICLES) 
NUM_ERROR_GENELIST_ARTICLES
## [1] 64
ERROR_PROPORTION = NUM_ERROR_GENELIST_ARTICLES / NUM_GENELIST_ARTICLES
ERROR_PROPORTION
## [1] 0.2700422

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] "PMC8477972 /pmc/articles/PMC8477972/bin/Table_5.XLSX Hsapiens 1 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##   [2] "PMC8477972 /pmc/articles/PMC8477972/bin/Table_5.XLSX Ggallus 19 44262 44262 44261 44450 44450 44449 44450 44441 44450 44450 44450 44450 44447 44450 44449 44450 44450 44450 44450"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##   [3] "PMC8477972 /pmc/articles/PMC8477972/bin/Table_5.XLSX Hsapiens 6 44450 44450 44447 44447 44450 44450"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##   [4] "PMC8477972 /pmc/articles/PMC8477972/bin/Table_5.XLSX Hsapiens 7 44262 44262 44262 44450 44450 44449 44450"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##   [5] "PMC8457190 /pmc/articles/PMC8457190/bin/MEC-30-4039-s001.xlsx Drerio 6 43891 43892 43897 44084 44085 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##   [6] "PMC8457190 /pmc/articles/PMC8457190/bin/MEC-30-4039-s001.xlsx Drerio 8 43891 43892 43897 43898 44084 44085 44079 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##   [7] "PMC8473911 /pmc/articles/PMC8473911/bin/Data_Sheet_2.xlsx Hsapiens 1 44444"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##   [8] "PMC8473691 /pmc/articles/PMC8473691/bin/Table_4.XLS Hsapiens 17 2021/09/15 2021/03/05 2021/03/03 2021/03/04 2021/03/09 2021/03/02 2021/03/09 42986 2021/09/15 2021/03/08 2021/03/06 2021/03/09 2021/03/02 2021/03/01 2021/03/03 2021/03/10 2021/03/05"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##   [9] "PMC8473691 /pmc/articles/PMC8473691/bin/Table_4.XLS Hsapiens 10 2021/03/04 2021/03/04 2021/03/04 2021/03/02 2021/03/09 2021/03/09 2021/03/06 2021/09/15 2021/03/02 2021/03/06"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [10] "PMC8464068 zip/Salviato_etal_SupplementaryTableS4_Comparison_2021-04-21rev.xlsx Hsapiens 8 40322 37135 40057 39692 39692 37135 38961 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [11] "PMC8457092 /pmc/articles/PMC8457092/bin/GEPI-45-664-s002.xlsx Ggallus 1 43897"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [12] "PMC8459994 /pmc/articles/PMC8459994/bin/pone.0257343.s001.xlsx Hsapiens 15 44531 44256 44257 44258 44260 44261 44262 44263 44449 44454 44441 44443 44445 44446 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [13] "PMC8459994 /pmc/articles/PMC8459994/bin/pone.0257343.s002.xlsx Hsapiens 4 44258 44261 44263 44446"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [14] "PMC8459994 /pmc/articles/PMC8459994/bin/pone.0257343.s002.xlsx Hsapiens 3 44260 44441 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [15] "PMC8459994 /pmc/articles/PMC8459994/bin/pone.0257343.s002.xlsx Hsapiens 1 44445"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [16] "PMC8459994 /pmc/articles/PMC8459994/bin/pone.0257343.s002.xlsx Hsapiens 3 44256 44262 44454"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [17] "PMC8459715 /pmc/articles/PMC8459715/bin/Table_2.xlsx Hsapiens 10 44448 44441 44449 44446 44450 44447 44445 44260 44257 44454"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [18] "PMC8459715 /pmc/articles/PMC8459715/bin/Table_2.xlsx Hsapiens 8 44448 44446 44441 44450 44445 44447 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [19] "PMC8459715 /pmc/articles/PMC8459715/bin/Table_2.xlsx Hsapiens 9 44448 44450 44441 44446 44445 44447 44449 44260 44454"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [20] "PMC8459715 /pmc/articles/PMC8459715/bin/Table_2.xlsx Hsapiens 8 44448 44446 44441 44450 44445 44447 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [21] "PMC8446408 /pmc/articles/PMC8446408/bin/CAM4-10-6428-s002.xlsx Hsapiens 1 44262"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [22] "PMC8446408 /pmc/articles/PMC8446408/bin/CAM4-10-6428-s002.xlsx Hsapiens 2 44448 44261"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [23] "PMC8446408 /pmc/articles/PMC8446408/bin/CAM4-10-6428-s002.xlsx Hsapiens 6 44261 44531 44442 44262 44441 44263"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [24] "PMC8446408 /pmc/articles/PMC8446408/bin/CAM4-10-6428-s002.xlsx Hsapiens 1 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [25] "PMC8446408 /pmc/articles/PMC8446408/bin/CAM4-10-6428-s002.xlsx Hsapiens 1 44445"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [26] "PMC8421397 /pmc/articles/PMC8421397/bin/41467_2021_25614_MOESM3_ESM.xlsx Hsapiens 14 43894 43893 43900 43891 44078 43894 43891 43900 44079 43891 43892 43900 43894 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [27] "PMC8421382 /pmc/articles/PMC8421382/bin/41467_2021_25539_MOESM9_ESM.xlsx Hsapiens 1 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [28] "PMC8421377 /pmc/articles/PMC8421377/bin/41467_2021_25618_MOESM7_ESM.xlsx Hsapiens 27 44454 44257 44256 44449 44262 44259 44441 44450 44256 44261 44266 44258 44447 44446 44453 44531 44263 44260 44264 44451 44440 44443 44265 44448 44257 44444 44442"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [29] "PMC8421377 /pmc/articles/PMC8421377/bin/41467_2021_25618_MOESM8_ESM.xlsx Hsapiens 6 44077 43893 43891 43900 43892 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [30] "PMC8421377 /pmc/articles/PMC8421377/bin/41467_2021_25618_MOESM9_ESM.xlsx Hsapiens 27 44266 44260 44442 44444 44447 44257 44450 44262 44440 44259 44258 44449 44256 44443 44265 44264 44263 44257 44441 44454 44261 44531 44445 44446 44448 44453 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [31] "PMC8421377 /pmc/articles/PMC8421377/bin/41467_2021_25618_MOESM9_ESM.xlsx Hsapiens 27 44265 44257 44442 44258 44256 44264 44448 44445 44443 44450 44260 44257 44262 44446 44444 44453 44261 44266 44449 44454 44256 44440 44263 44441 44447 44259 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [32] "PMC8421377 /pmc/articles/PMC8421377/bin/41467_2021_25618_MOESM9_ESM.xlsx Hsapiens 27 44258 44442 44443 44448 44447 44259 44445 44453 44256 44263 44256 44449 44450 44440 44260 44446 44531 44257 44265 44261 44441 44444 44454 44257 44264 44266 44262"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [33] "PMC8421377 /pmc/articles/PMC8421377/bin/41467_2021_25618_MOESM9_ESM.xlsx Hsapiens 27 44444 44259 44258 44443 44263 44266 44449 44442 44441 44264 44261 44454 44447 44448 44445 44256 44453 44262 44531 44450 44260 44265 44256 44440 44446 44257 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [34] "PMC8421377 /pmc/articles/PMC8421377/bin/41467_2021_25618_MOESM9_ESM.xlsx Hsapiens 27 44442 44264 44259 44443 44448 44256 44444 44257 44449 44261 44447 44260 44441 44257 44445 44263 44450 44440 44454 44266 44446 44258 44531 44453 44256 44265 44262"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [35] "PMC8413298 /pmc/articles/PMC8413298/bin/41467_2021_25467_MOESM9_ESM.xlsx Mmusculus 10 43532 43529 43533 43717 43526 43531 43710 43530 43716 43715"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [36] "PMC8410909 /pmc/articles/PMC8410909/bin/42003_2021_2533_MOESM7_ESM.xlsx Hsapiens 27 43898 43892 44076 44079 44081 44082 43900 43901 44083 44086 43891 44078 43896 43897 44085 43892 44084 44077 44075 44080 44166 43895 43894 43891 43899 43893 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [37] "PMC8390680 /pmc/articles/PMC8390680/bin/41467_2021_25432_MOESM6_ESM.xlsx Hsapiens 27 44075 44083 44080 44085 43893 43898 44076 43891 44166 43896 43897 43892 43891 44082 44081 43900 44077 44079 43894 43892 43901 44088 44084 43899 44078 44086 43895"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [38] "PMC8390680 /pmc/articles/PMC8390680/bin/41467_2021_25432_MOESM7_ESM.xlsx Hsapiens 26 44075 44080 43891 44076 44085 43895 43898 43892 43899 44084 43894 43892 43900 44082 43897 44081 44086 43891 44166 44077 44079 43896 44083 44078 43893 43901"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [39] "PMC8390644 /pmc/articles/PMC8390644/bin/41467_2021_25107_MOESM5_ESM.xlsx Hsapiens 40 44257 44257 44264 44256 44261 44258 44257 44257 44259 44266 44257 44256 44260 44264 44264 44265 44257 44257 44259 44259 44259 44259 44256 44256 44266 44258 44531 44531 44260 44259 44256 44531 44265 44258 44256 44263 44260 44262 44261 44263"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [40] "PMC8387478 /pmc/articles/PMC8387478/bin/41467_2021_25357_MOESM16_ESM.xlsx Hsapiens 10 44080 44076 44081 43891 44082 43892 44085 43895 44084 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [41] "PMC8382756 /pmc/articles/PMC8382756/bin/41467_2021_25377_MOESM3_ESM.xlsx Hsapiens 1 43526"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [42] "PMC8379159 /pmc/articles/PMC8379159/bin/41467_2021_25392_MOESM9_ESM.xlsx Hsapiens 1 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [43] "PMC8454932 /pmc/articles/PMC8454932/bin/pgen.1009763.s009.xlsx Scerevisiae 2 44105 43975"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [44] "PMC8454932 /pmc/articles/PMC8454932/bin/pgen.1009763.s009.xlsx Scerevisiae 2 44105 43975"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [45] "PMC8454932 /pmc/articles/PMC8454932/bin/pgen.1009763.s009.xlsx Scerevisiae 2 44105 43975"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [46] "PMC8454932 /pmc/articles/PMC8454932/bin/pgen.1009763.s009.xlsx Scerevisiae 2 44105 43975"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [47] "PMC8450517 /pmc/articles/PMC8450517/bin/Table_1.xlsx Hsapiens 2 44259 44266"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [48] "PMC8449218 /pmc/articles/PMC8449218/bin/12864_2021_7970_MOESM5_ESM.xlsx Rnorvegicus 2 43710 43719"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [49] "PMC8446523 /pmc/articles/PMC8446523/bin/Table_14.XLSX Hsapiens 1 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [50] "PMC8408347 /pmc/articles/PMC8408347/bin/LSA-2021-01083_TableS4.xlsx Hsapiens 28 44166 43891 43892 43900 43901 43891 43892 43893 43894 43895 43896 43897 43898 43899 44089 44084 44085 44086 44088 44075 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [51] "PMC8408347 /pmc/articles/PMC8408347/bin/LSA-2021-01083_TableS5.xlsx Hsapiens 28 44166 43891 43892 43900 43901 43891 43892 43893 43894 43895 43896 43897 43898 43899 44089 44084 44085 44086 44088 44075 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [52] "PMC8405691 /pmc/articles/PMC8405691/bin/41419_2021_4108_MOESM6_ESM.xlsx Mmusculus 2 44444 44450"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [53] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 2 37500 41153"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [54] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 5 37500 37500 37500 41153 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [55] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 5 41153 37500 37500 37500 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [56] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 2 41153 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [57] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 5 41153 39326 37500 37500 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [58] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 2 37500 41153"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [59] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 5 37500 37500 41153 39326 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [60] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 2 41153 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [61] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 5 41153 37500 37500 37500 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [62] "PMC7611670 /pmc/articles/PMC7611670/bin/EMS118268-supplement-Data_Set_1.xlsx Hsapiens 2 41153 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [63] "PMC8441059 /pmc/articles/PMC8441059/bin/CAC2-41-867-s002.xls Mmusculus 6 43716 43718 43532 43525 43527 43528"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [64] "PMC8441059 /pmc/articles/PMC8441059/bin/CAC2-41-867-s002.xls Mmusculus 5 43716 43525 43711 43525 43526"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [65] "PMC8440929 /pmc/articles/PMC8440929/bin/Table_1.XLSX Hsapiens 7 44265 44443 44259 44256 44258 44444 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [66] "PMC8438076 /pmc/articles/PMC8438076/bin/41598_2021_97295_MOESM1_ESM.xlsx Hsapiens 5 10357 27158 69405 26151 25706"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [67] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_SD_ED_Fig9.xlsx Hsapiens 468 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083"
##  [68] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_SD_Fig4.xlsx Hsapiens 1 43896"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [69] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_SD_Fig4.xlsx Hsapiens 17 44083 43895 43899 43896 44076 44080 44086 44084 44166 43892 43892 43894 43891 43897 43891 43901 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [70] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_SD_Fig4.xlsx Hsapiens 26 43897 43892 43895 43892 44166 44079 43896 44086 43898 44083 43891 44085 43899 44075 43893 44080 43891 44082 44078 43894 44084 44076 44077 43900 43901 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [71] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_SD_Fig4.xlsx Hsapiens 21 44080 44088 43892 44082 43898 44083 43899 43894 43895 44077 44089 44076 43891 43893 44079 43896 44081 43897 43892 44084 44085"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [72] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_SD_Fig4.xlsx Hsapiens 26 44076 43892 43891 44080 43893 44166 43897 44079 44078 44086 43901 44085 44082 44077 43891 43892 43900 43899 43894 43898 43896 44075 44088 44084 43895 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [73] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_Sup_tab7.xlsx Hsapiens 21 43892 43891 43892 43893 43894 43895 43896 43897 43898 43899 44089 44084 44085 44088 44076 44077 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [74] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_Sup_tab7.xlsx Hsapiens 21 43892 43891 43892 43893 43894 43895 43896 43897 43898 43899 44089 44084 44085 44088 44076 44077 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [75] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_Sup_tab8.xlsx Hsapiens 26 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [76] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_Sup_tab8.xlsx Hsapiens 26 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [77] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_Sup_tab8.xlsx Hsapiens 26 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [78] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_Sup_tab8.xlsx Hsapiens 26 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [79] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_Sup_tab8.xlsx Hsapiens 26 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [80] "PMC8439149 /pmc/articles/PMC8439149/bin/NIHMS1624022-supplement-1624022_Sup_tab8.xlsx Hsapiens 26 43891 43892 43891 43900 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44084 44085 44086 44088 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [81] "PMC8439085 /pmc/articles/PMC8439085/bin/12882_2021_2445_MOESM1_ESM.xlsx Hsapiens 8 6-Sep 6-Sep 6-Sep 6-Sep 6-Sep 7-Sep 7-Sep 7-Sep"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [82] "PMC8439085 /pmc/articles/PMC8439085/bin/12882_2021_2445_MOESM2_ESM.xlsx Hsapiens 8 6-Sep 6-Sep 6-Sep 6-Sep 6-Sep 7-Sep 7-Sep 7-Sep"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [83] "PMC8439043 /pmc/articles/PMC8439043/bin/12864_2021_7930_MOESM5_ESM.xlsx Drerio 15 41153 39142 37500 38777 36951 37865 40422 37530 36951 38961 39508 38412 39873 37316 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [84] "PMC8438179 /pmc/articles/PMC8438179/bin/DataSheet1.xlsx Hsapiens 1 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [85] "PMC8438179 /pmc/articles/PMC8438179/bin/DataSheet1.xlsx Ggallus 1 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [86] "PMC8438179 /pmc/articles/PMC8438179/bin/DataSheet1.xlsx Hsapiens 1 44450"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [87] "PMC8438179 /pmc/articles/PMC8438179/bin/DataSheet1.xlsx Hsapiens 1 44450"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [88] "PMC8432159 /pmc/articles/PMC8432159/bin/PATH-252-151-s001.xlsx Hsapiens 164 38047 40057 37135 40057 40057 38961 40057 40057 39508 40057 38777 37226 37681 40057 40057 37865 40057 40057 40238 37681 38961 40057 40238 40057 40057 40238 40057 40603 40603 40787 38777 40057 40057 39692 40057 42248 40057 40057 40422 38047 40057 37865 40603 40057 40057 40057 40787 40057 36951 40057 39508 38961 41153 40057 40603 38047 40057 38231 40057 40057 38047 42248 40057 40057 39508 39692 38777 41153 41153 36951 41883 41153 40238 40238 38777 36951 40057 37226 40057 40057 40057 40057 40057 40057 40057 40603 40787 40057 41153 40603 40057 40057 40057 40603 37681 40057 40057 38412 41153 40057 36951 40057 36951 40057 36951 36951 40603 39692 38047 39692 40422 37316 40057 42248 36951 37226 38231 38596 36951 40057 39692 40057 39508 40422 40603 37681 41883 37865 40057 40603 40057 39142 39142 40238 38231 39692 40603 40057 42248 38047 38231 42248 40603 37316 40238 40603 40603 40057 40057 41883 40057 40057 37681 40057 40057 40603 40057 36951 40787 36951 36951 37226 40057 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [89] "PMC8432159 /pmc/articles/PMC8432159/bin/PATH-252-151-s001.xlsx Hsapiens 5 36951 40057 40057 40057 38777"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [90] "PMC8432159 /pmc/articles/PMC8432159/bin/PATH-252-151-s001.xlsx Hsapiens 4 41153 40057 38596 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [91] "PMC8428331 /pmc/articles/PMC8428331/bin/mmc3.xlsx Mmusculus 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [92] "PMC8428331 /pmc/articles/PMC8428331/bin/mmc3.xlsx Mmusculus 13 38047 36951 40422 39692 38231 40238 40057 40603 37865 37681 40787 36951 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [93] "PMC8428331 /pmc/articles/PMC8428331/bin/mmc3.xlsx Rnorvegicus 10 38047 36951 37316 40422 39692 40057 40603 37865 38596 37681"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [94] "PMC8387440 /pmc/articles/PMC8387440/bin/41523_2021_287_MOESM1_ESM.xlsx Hsapiens 2 43891 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [95] "PMC8434745 /pmc/articles/PMC8434745/bin/12711_2021_668_MOESM4_ESM.xlsx Hsapiens 16 43894 43894 44076 44076 43891 43891 43891 43891 43891 43891 44085 43893 43892 43900 43898 43898"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [96] "PMC8434739 /pmc/articles/PMC8434739/bin/13073_2021_962_MOESM1_ESM.xlsx Hsapiens 2 44264 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [97] "PMC8434739 /pmc/articles/PMC8434739/bin/13073_2021_962_MOESM1_ESM.xlsx Hsapiens 1 44263"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [98] "PMC8425920 /pmc/articles/PMC8425920/bin/ADVS-8-2100849-s004.xlsx Mmusculus 4 38047 38231 38231 38047"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [99] "PMC8425920 /pmc/articles/PMC8425920/bin/ADVS-8-2100849-s007.xlsx Mmusculus 2 38231 38047"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [100] "PMC8425920 /pmc/articles/PMC8425920/bin/ADVS-8-2100849-s015.xlsx Mmusculus 4 38047 38231 38047 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [101] "PMC8425914 /pmc/articles/PMC8425914/bin/ADVS-8-2101230-s002.xlsx Hsapiens 1 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [102] "PMC8419706 /pmc/articles/PMC8419706/bin/EMBR-22-e51328-s003.xls Hsapiens 3 40057 37500 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [103] "PMC8419706 /pmc/articles/PMC8419706/bin/EMBR-22-e51328-s006.xlsx Mmusculus 27 39508 38231 39326 38412 37865 40057 36951 40787 38596 37135 37500 37316 41153 38777 38961 40422 39142 37500 37316 36951 37681 39692 39873 40603 41883 38047 40238"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [104] "PMC8419706 /pmc/articles/PMC8419706/bin/EMBR-22-e51328-s008.xlsx Hsapiens 23 42435 42616 42615 42437 42436 42618 42620 42432 42622 42619 42621 42623 42433 42438 42624 42628 42617 42434 42705 42439 42625 42440 42431"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [105] "PMC8432294 /pmc/articles/PMC8432294/bin/Table1.XLSX Hsapiens 1 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [106] "PMC8432294 /pmc/articles/PMC8432294/bin/Table1.XLSX Hsapiens 1 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [107] "PMC8432294 /pmc/articles/PMC8432294/bin/Table1.XLSX Hsapiens 1 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [108] "PMC8431925 /pmc/articles/PMC8431925/bin/13068_2021_2032_MOESM2_ESM.xlsx Athaliana 1 44107"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [109] "PMC8408433 /pmc/articles/PMC8408433/bin/mmc3.xlsx Hsapiens 8 43894 43894 44079 44083 43897 43900 44084 43894"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [110] "PMC8427675 /pmc/articles/PMC8427675/bin/6672899.f1.xlsx Mmusculus 1 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [111] "PMC8427675 /pmc/articles/PMC8427675/bin/6672899.f1.xlsx Rnorvegicus 1 43898"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [112] "PMC8427129 /pmc/articles/PMC8427129/bin/FEB2-9999-0-s006.xlsx Hsapiens 5 38200 37469 37104 37834 36892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [113] "PMC8427129 /pmc/articles/PMC8427129/bin/FEB2-9999-0-s006.xlsx Hsapiens 5 37469 37104 36892 38200 37834"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [114] "PMC8427129 /pmc/articles/PMC8427129/bin/FEB2-9999-0-s006.xlsx Hsapiens 5 37104 37469 38200 37834 36892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [115] "PMC8426625 /pmc/articles/PMC8426625/bin/Table_3.xlsx Hsapiens 4 44083 44083 44083 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [116] "PMC8422739 /pmc/articles/PMC8422739/bin/40478_2021_1248_MOESM1_ESM.xlsx Hsapiens 5 42248 36951 37316 41883 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [117] "PMC8422739 /pmc/articles/PMC8422739/bin/40478_2021_1248_MOESM1_ESM.xlsx Hsapiens 7 40057 42248 39326 40238 38231 36951 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [118] "PMC8420019 /pmc/articles/PMC8420019/bin/13072_2021_414_MOESM1_ESM.xlsx Hsapiens 3 42621 42617 42435"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [119] "PMC8395571 /pmc/articles/PMC8395571/bin/peerj-09-11995-s004.xls Hsapiens 3 2021/03/08 2021/12/01 2021/03/11"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [120] "PMC8423302 /pmc/articles/PMC8423302/bin/pbio.3001352.s010.xlsx Mmusculus 1 40603"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [121] "PMC8421684 /pmc/articles/PMC8421684/bin/DataSheet_1.xlsx Hsapiens 1 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [122] "PMC8421684 /pmc/articles/PMC8421684/bin/DataSheet_1.xlsx Hsapiens 26 44454 44257 44256 44263 44260 44264 44440 44443 44265 44448 44257 44449 44262 44259 44441 44444 44442 44450 44256 44261 44258 44447 44446 44453 44531 44445"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [123] "PMC8417883 /pmc/articles/PMC8417883/bin/Table_2.xlsx Hsapiens 4 37500 40057 38200 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [124] "PMC8417742 /pmc/articles/PMC8417742/bin/Table_2.xlsx Hsapiens 5 38961 38777 40057 36951 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [125] "PMC8417727 /pmc/articles/PMC8417727/bin/Table_2.xlsx Hsapiens 7 43895 44076 43891 44085 44085 44085 44082"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [126] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [127] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [128] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [129] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44259"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [130] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [131] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44259"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [132] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 3 44259 44440 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [133] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [134] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [135] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [136] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44259"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [137] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 3 44440 44440 44259"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [138] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [139] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [140] "PMC8416908 /pmc/articles/PMC8416908/bin/Table_1.xlsx Hsapiens 1 44453"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [141] "PMC8415302 /pmc/articles/PMC8415302/bin/Table_1.XLSX Hsapiens 1 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [142] "PMC8415302 /pmc/articles/PMC8415302/bin/Table_1.XLSX Hsapiens 1 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [143] "PMC8415302 /pmc/articles/PMC8415302/bin/Table_1.XLSX Hsapiens 2 44263 44441"