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] "2021/6"

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] 3129
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] 3997
NUM_XLS_ARTICLES = length(unique(sapply(strsplit(XLS," "),"[[",1)))
NUM_XLS_ARTICLES
## [1] 685
GENELISTS <- XLS[lapply(strsplit(XLS," "),length)>2]
#GENELISTS

NUM_GENELISTS <- length(unique(sapply(strsplit(GENELISTS," "),"[[",2)))
NUM_GENELISTS
## [1] 465
NUM_GENELIST_ARTICLES <- length(unique(sapply(strsplit(GENELISTS," "),"[[",1)))
NUM_GENELIST_ARTICLES
## [1] 241
ERROR_GENELISTS <- XLS[lapply(strsplit(XLS," "),length)>3]
#ERROR_GENELISTS

NUM_ERROR_GENELISTS = length(ERROR_GENELISTS)
NUM_ERROR_GENELISTS
## [1] 257
GENELIST_ERROR_ARTICLES <- unique(sapply(strsplit(ERROR_GENELISTS," "),"[[",1))
GENELIST_ERROR_ARTICLES
##  [1] "PMC8225970" "PMC8222551" "PMC8237048" "PMC8236889" "PMC8236812"
##  [6] "PMC8233618" "PMC8220000" "PMC8195742" "PMC8187656" "PMC8231655"
## [11] "PMC8226268" "PMC8226229" "PMC8209599" "PMC8187149" "PMC8214279"
## [16] "PMC8207177" "PMC8217872" "PMC8217514" "PMC8213770" "PMC8215672"
## [21] "PMC8210593" "PMC8196104" "PMC8195999" "PMC8192578" "PMC8191494"
## [26] "PMC8166871" "PMC8159740" "PMC8207764" "PMC8207585" "PMC8204412"
## [31] "PMC8163257" "PMC8201885" "PMC8195602" "PMC8192774" "PMC8191028"
## [36] "PMC8186478" "PMC8186232" "PMC8185950" "PMC8185105" "PMC8180056"
## [41] "PMC8176597" "PMC8175737" "PMC8175556" "PMC8208808" "PMC8172904"
## [46] "PMC8172568" "PMC8203102" "PMC8164820" "PMC8164247" "PMC8193354"
## [51] "PMC8193101" "PMC8163762" "PMC8161999" "PMC8189496" "PMC8168385"
## [56] "PMC8161968" "PMC8160133" "PMC8186667" "PMC8149827" "PMC8183685"
## [61] "PMC8181421" "PMC8144567" "PMC8144423" "PMC8144406" "PMC8140133"
## [66] "PMC8139961" "PMC8172126" "PMC8168535" "PMC8149808" "PMC8149807"
## [71] "PMC8166323" "PMC8166252" "PMC8128874" "PMC8191307" "PMC8178510"
## [76] "PMC8186902" "PMC8188494" "PMC8184692" "PMC8183939" "PMC8187225"
## [81] "PMC8183694" "PMC8185079" "PMC8167930" "PMC8148052" "PMC8159799"
## [86] "PMC8168789" "PMC8183600" "PMC8204688"
NUM_ERROR_GENELIST_ARTICLES <- length(GENELIST_ERROR_ARTICLES) 
NUM_ERROR_GENELIST_ARTICLES
## [1] 88
ERROR_PROPORTION = NUM_ERROR_GENELIST_ARTICLES / NUM_GENELIST_ARTICLES
ERROR_PROPORTION
## [1] 0.3651452

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] "PMC8225970 /pmc/articles/PMC8225970/bin/mmc2.xlsx Mmusculus 2 44082 43895"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##   [2] "PMC8225970 /pmc/articles/PMC8225970/bin/mmc2.xlsx Mmusculus 2 44082 43895"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##   [3] "PMC8225970 /pmc/articles/PMC8225970/bin/mmc2.xlsx Mmusculus 25 43534 43712 43525 43525 43714 43526 43723 43533 43529 43719 43531 43715 43526 43711 43710 43718 43716 43530 43717 43713 43535 43528 43532 43527 43709"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##   [4] "PMC8222551 /pmc/articles/PMC8222551/bin/CNR2-4-e1335-s005.xlsx Hsapiens 15 43892 43891 44086 44078 43900 44083 44083 44083 43897 44077 43891 44080 43897 44079 44085"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##   [5] "PMC8222551 /pmc/articles/PMC8222551/bin/CNR2-4-e1335-s006.xlsx Ggallus 16 43897 44079 44085 44080 43892 43891 44086 44078 43900 44083 44083 44083 43897 44077 43891 44080"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##   [6] "PMC8237048 /pmc/articles/PMC8237048/bin/41436_2021_1243_MOESM2_ESM.xlsx Hsapiens 25 44257 44256 44449 44262 44259 44441 44450 44256 44261 44266 44258 44447 44446 44531 44263 44260 44264 44451 44440 44443 44265 44448 44257 44444 44442"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##   [7] "PMC8236889 /pmc/articles/PMC8236889/bin/Table_1.XLSX Hsapiens 1 43164"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##   [8] "PMC8236889 /pmc/articles/PMC8236889/bin/Table_2.XLS Hsapiens 2 2021/03/08 2021/03/01"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##   [9] "PMC8236812 /pmc/articles/PMC8236812/bin/Table_1.xlsx Hsapiens 1 44262"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [10] "PMC8233618 /pmc/articles/PMC8233618/bin/13287_2021_2444_MOESM5_ESM.xlsx Hsapiens 2 43894 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [11] "PMC8220000 /pmc/articles/PMC8220000/bin/mmc1.xlsx Hsapiens 2 44441 44446"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [12] "PMC8220000 /pmc/articles/PMC8220000/bin/mmc1.xlsx Hsapiens 2 44441 44446"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [13] "PMC8195742 /pmc/articles/PMC8195742/bin/41594_2021_590_MOESM10_ESM.xlsx Mmusculus 2 38047 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [14] "PMC8195742 /pmc/articles/PMC8195742/bin/41594_2021_590_MOESM10_ESM.xlsx Mmusculus 13 40787 39142 39508 39692 37865 39873 39326 38961 37135 40057 40422 36951 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [15] "PMC8195742 /pmc/articles/PMC8195742/bin/41594_2021_590_MOESM10_ESM.xlsx Mmusculus 1 38047"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [16] "PMC8195742 /pmc/articles/PMC8195742/bin/41594_2021_590_MOESM10_ESM.xlsx Mmusculus 4 38961 39873 40787 39142"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [17] "PMC8187656 /pmc/articles/PMC8187656/bin/42003_2021_2227_MOESM4_ESM.xlsx Hsapiens 2 37500 39692"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [18] "PMC8187656 /pmc/articles/PMC8187656/bin/42003_2021_2227_MOESM4_ESM.xlsx Hsapiens 1 39692"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [19] "PMC8231655 zip/SupplementaryTable1_AllTEs_Koks.xlsx Hsapiens 235 37681 37226 40238 37226 41153 41153 38231 40603 40603 37226 40238 39692 39692 40603 41153 41153 37681 40238 40057 40603 40603 37316 37226 38047 38047 37865 37865 38231 38231 40422 40422 37865 40603 38047 37316 40422 37681 37316 40422 39873 39508 37226 36951 40603 40603 40422 40422 40422 40422 36951 36951 38596 38596 38596 41153 40422 38047 40057 40057 40057 40057 40057 37226 41883 41883 40603 37865 37226 39692 38231 36951 38231 39873 38412 38412 41883 41153 38047 39692 41153 37316 41883 37316 37316 37316 37316 36951 40603 39873 41883 41883 38047 38047 38047 39692 41153 41153 41153 40422 39508 37865 37681 41883 41883 40238 39692 41883 37681 37681 40057 40057 37316 38231 41153 41153 38961 38961 38961 38961 38961 38047 37316 37316 40603 40057 37865 40603 39692 40603 38047 38412 38412 41153 37865 40422 41153 38047 38961 38961 38961 38412 36951 37865 38231 40057 40057 37316 40422 38596 38596 38961 37865 40422 38047 41883 36951 36951 37226 37226 37316 39142 39142 37865 38596 39873 37681 37681 37681 37226 41883 41883 37226 37226 40057 38412 38412 38047 41883 39692 39692 40057 40057 40603 40422 37681 37316 37316 37316 37316 38961 39508 41153 41883 40422 36951 37681 39692 40057 38047 37316 37316 38596 36951 38231 38412 39326 38047 39873 38596 37865 37865 37865 37865 40422 39692 37226 40422 40422 40422 40057 40057 37135 39873 40057 40603 37226 37316 40422 40238 39692 38047 41153 39873 39873 39873"
##  [20] "PMC8226268 /pmc/articles/PMC8226268/bin/Table_1.XLSX Hsapiens 3 44256 44257 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [21] "PMC8226229 /pmc/articles/PMC8226229/bin/DataSheet_2.xlsx Hsapiens 20 44257 44442 44443 44257 44446 44445 44262 44450 44264 44261 44447 44263 44441 44258 44266 44448 44444 44256 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [22] "PMC8226229 /pmc/articles/PMC8226229/bin/DataSheet_2.xlsx Hsapiens 1 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [23] "PMC8209599 /pmc/articles/PMC8209599/bin/CAM4-10-4150-s005.xlsx Hsapiens 2 44440 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [24] "PMC8209599 /pmc/articles/PMC8209599/bin/CAM4-10-4150-s006.xlsx Hsapiens 1 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [25] "PMC8187149 /pmc/articles/PMC8187149/bin/41436_2021_1116_MOESM4_ESM.xlsx Hsapiens 1 43344"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [26] "PMC8187149 /pmc/articles/PMC8187149/bin/41436_2021_1116_MOESM4_ESM.xlsx Hsapiens 1 43678"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [27] "PMC8187149 /pmc/articles/PMC8187149/bin/41436_2021_1116_MOESM4_ESM.xlsx Hsapiens 1 43922"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [28] "PMC8214279 /pmc/articles/PMC8214279/bin/12864_2021_7793_MOESM2_ESM.xlsx Hsapiens 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [29] "PMC8214279 /pmc/articles/PMC8214279/bin/12864_2021_7793_MOESM3_ESM.xlsx Hsapiens 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [30] "PMC8207177 /pmc/articles/PMC8207177/bin/mmc3.xlsx Hsapiens 1 38596"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [31] "PMC8217872 /pmc/articles/PMC8217872/bin/Table1.XLSX Hsapiens 1 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [32] "PMC8217872 /pmc/articles/PMC8217872/bin/Table1.XLSX Hsapiens 1 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [33] "PMC8217872 /pmc/articles/PMC8217872/bin/Table1.XLSX Hsapiens 1 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [34] "PMC8217514 /pmc/articles/PMC8217514/bin/41598_2021_92332_MOESM2_ESM.xlsx Hsapiens 72 37135 38596 37500 41883 37865 38231 41883 41153 40422 41153 37865 37135 38231 41153 37500 41153 39326 37865 40787 38961 39692 38596 40422 41883 38231 37865 38596 41883 37500 39692 39326 40787 37135 40787 38596 41153 38961 39692 39692 37135 38596 37500 38596 40787 39326 37135 41883 40422 38231 38961 41883 38961 38231 41153 40787 38961 39692 37500 37865 37500 39692 37135 40787 37865 38231 40422 40422 38961 40422 39326 39326 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [35] "PMC8217514 /pmc/articles/PMC8217514/bin/41598_2021_92332_MOESM2_ESM.xlsx Hsapiens 12 39326 38231 38231 39326 38231 38231 39326 39326 39326 38231 38231 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [36] "PMC8217514 /pmc/articles/PMC8217514/bin/41598_2021_92332_MOESM2_ESM.xlsx Hsapiens 1 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [37] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM8_ESM.xlsx Celegans 1 44470"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [38] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM8_ESM.xlsx Celegans 1 44471"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [39] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM8_ESM.xlsx Celegans 1 14346"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [40] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM8_ESM.xlsx Celegans 1 16378"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [41] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM8_ESM.xlsx Celegans 1 44287"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [42] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM8_ESM.xlsx Celegans 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [43] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM9_ESM.xlsx Celegans 1 44470"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [44] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM9_ESM.xlsx Celegans 1 44471"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [45] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM9_ESM.xlsx Celegans 1 14346"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [46] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM9_ESM.xlsx Celegans 1 16378"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [47] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM9_ESM.xlsx Celegans 1 44287"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [48] "PMC8213770 /pmc/articles/PMC8213770/bin/41598_2021_91690_MOESM9_ESM.xlsx Celegans 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [49] "PMC8215672 /pmc/articles/PMC8215672/bin/DataSheet_6.xlsx Hsapiens 1 43900"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [50] "PMC8215672 /pmc/articles/PMC8215672/bin/DataSheet_6.xlsx Hsapiens 1 44265"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [51] "PMC8215672 /pmc/articles/PMC8215672/bin/DataSheet_6.xlsx Hsapiens 2 44264 44453"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [52] "PMC8210593 /pmc/articles/PMC8210593/bin/thnov11p7175s3.xlsx Hsapiens 30 44262 44262 44453 44453 44256 44256 44453 44453 44453 44453 44453 44262 44262 44260 44260 44449 44261 44261 44261 44261 44440 44453 44262 44262 44262 44262 44444 44444 44260 44265"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [53] "PMC8196104 /pmc/articles/PMC8196104/bin/41467_2021_23681_MOESM5_ESM.xlsx Hsapiens 6 43900 43891 43900 43898 43901 43900"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [54] "PMC8195999 /pmc/articles/PMC8195999/bin/41467_2021_23596_MOESM4_ESM.xlsx Mmusculus 4 37316 40422 39692 38596"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [55] "PMC8192578 /pmc/articles/PMC8192578/bin/41467_2021_23472_MOESM4_ESM.xlsx Hsapiens 1 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [56] "PMC8192578 /pmc/articles/PMC8192578/bin/41467_2021_23472_MOESM4_ESM.xlsx Hsapiens 1 38596"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [57] "PMC8191494 /pmc/articles/PMC8191494/bin/mmc2.xlsx Mmusculus 12 39326 39692 40422 38231 37865 41153 37500 41883 38961 40787 40057 38596"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [58] "PMC8191494 /pmc/articles/PMC8191494/bin/mmc8.xlsx Mmusculus 3 40603 38047 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [59] "PMC8166871 /pmc/articles/PMC8166871/bin/41467_2021_23539_MOESM9_ESM.xlsx Hsapiens 22 44082 44077 44083 43897 43893 43891 44085 43899 43896 43891 43898 44078 44081 43892 44079 44086 43895 44075 44080 43900 44084 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [60] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM14_ESM.xlsx Hsapiens 2 43712 43531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [61] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM14_ESM.xlsx Hsapiens 2 43716 43719"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [62] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM14_ESM.xlsx Hsapiens 11 43533 43717 43531 43711 43719 43719 43530 43714 43714 43716 43719"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [63] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM14_ESM.xlsx Hsapiens 13 43717 43716 43714 43719 43531 43531 43719 43714 43711 43533 43712 43530 43719"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [64] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM14_ESM.xlsx Hsapiens 9 43533 43717 43531 43711 43719 43719 43530 43714 43714"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [65] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM17_ESM.xlsx Hsapiens 6 43710 43713 43525 43531 43712 43714"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [66] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM17_ESM.xlsx Hsapiens 5 43716 43530 43533 43718 43719"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [67] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM17_ESM.xlsx Hsapiens 3 43711 43715 43532"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [68] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM17_ESM.xlsx Hsapiens 16 43711 43715 43710 43713 43713 43525 43531 43532 43714 43525 43531 43710 43712 43713 43714 43714"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [69] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM17_ESM.xlsx Ggallus 18 43710 43716 43713 43525 43531 43710 43712 43713 43714 43714 43530 43533 43718 43718 43719 43719 43713 43713"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [70] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 27 43723 43715 43712 43719 43715 43715 43530 43712 43533 43530 43530 43531 43712 43714 43714 43530 43723 43525 43531 43531 43711 43712 43712 43712 43716 43716 43723"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [71] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 3 43712 43723 43723"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [72] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 1 43531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [73] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 1 43531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [74] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Ggallus 10 43723 43531 43530 43530 43530 43533 43712 43714 43714 43719"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [75] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 7 43530 43712 43712 43715 43715 43723 43715"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [76] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 7 43530 43712 43712 43715 43715 43723 43715"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [77] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 3 43712 43723 43525"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [78] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 3 43715 43716 43531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [79] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 3 43715 43716 43531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [80] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 1 43716"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [81] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 1 43711"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [82] "PMC8159740 /pmc/articles/PMC8159740/bin/41380_2019_563_MOESM20_ESM.xlsx Hsapiens 1 43711"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [83] "PMC8207764 /pmc/articles/PMC8207764/bin/12885_2021_8422_MOESM1_ESM.xlsx Hsapiens 3 43900 44077 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [84] "PMC8207764 /pmc/articles/PMC8207764/bin/12885_2021_8422_MOESM1_ESM.xlsx Hsapiens 2 43900 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [85] "PMC8207585 /pmc/articles/PMC8207585/bin/12920_2021_1011_MOESM1_ESM.xlsx Hsapiens 21 44085 44081 44081 44085 44081 43891 44081 43891 44081 44081 44085 44085 44085 44085 44078 44081 44083 44085 43896 43891 44085"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [86] "PMC8204412 /pmc/articles/PMC8204412/bin/12885_2021_8470_MOESM2_ESM.xlsx Hsapiens 1 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [87] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 43900 44081 44075 43896 43898 43891 43901 44086 44076 44075 43892 44089 43894 43891 43897 43899 43893 44078 44077 44088 44084 43895 44083 44166 44085 43892 44082"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [88] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 43895 44088 43898 44082 44084 43899 43892 44079 43900 43891 43892 43891 44076 43901 44086 44077 43897 43896 44166 43893 44085 44075 44075 44078 44083 44081 44089 43894"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [89] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 43892 44082 44077 43897 44076 44085 43894 44075 43900 43891 44088 43896 44075 44084 43893 44086 43892 44081 43891 44078 43901 43898 44089 43899 43895 44166 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [90] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 43892 43897 43896 44078 44076 44075 44075 44082 43893 44089 43900 44081 43894 44085 43891 44077 44088 43891 44083 43901 43898 43892 44086 43895 44166 43899 44084"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [91] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 44166 44081 44075 44082 43891 44075 43895 44085 44078 44077 44083 43891 44084 43894 44088 43897 43892 43899 43892 43901 43900 43898 44089 43896 43893 44076 44086"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [92] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 44077 44088 44079 44081 44084 44082 44085 43898 44083 44086 43900 43895 43892 43896 43897 43894 43891 43899 43892 43901 44166 44075 43893 44076 44075 44078 44089 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [93] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 44086 44078 44079 43900 44077 44085 43901 44166 43897 44084 43892 44089 44075 43894 43899 43891 44083 43892 43895 44082 43898 44075 44076 43896 44081 43891 43893 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [94] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 43894 44088 44082 43891 43893 43898 44075 44083 43892 44075 43892 44078 43900 43899 43897 44077 44076 43895 43896 44086 44079 44081 43891 44166 43901 44084 44089 44085"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [95] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 44083 43895 43892 43898 43897 44078 44084 44079 43892 44089 44088 43901 44081 43891 44086 44075 43899 43891 44076 44166 44085 43893 44075 43894 43896 43900 44082 44077"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [96] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 43893 44082 44078 43891 43901 44089 43895 44084 43900 43892 43897 44083 44085 43898 44166 44088 43894 44077 44081 44075 44075 44076 43896 44086 43891 43899 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [97] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 44076 43897 43893 43892 44082 43895 44085 44086 43894 43891 44083 44166 44081 44075 43900 44079 44078 43896 43898 44088 43891 43899 43901 44089 44077 44084 43892 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [98] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 43895 43899 44077 43893 44085 43892 43892 43900 44076 44075 43896 44086 44075 44081 43897 43891 44166 44082 43891 44083 43898 43894 44088 43901 44089 44078 44084"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [99] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 44082 44086 43891 44084 43896 44089 43892 44078 44077 44083 44081 44088 44075 44166 44075 43891 43898 43897 43895 44079 43893 43901 44085 44076 43899 43894 43892 43900"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [100] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 44081 44084 43901 43891 43895 44079 44086 43899 43894 44166 43897 44089 43896 43892 44076 43891 44085 43900 43892 44083 44078 43893 44082 43898 44088 44077 44075 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [101] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 43892 44089 43899 44083 44076 43897 44081 43891 44075 43896 44166 43898 44075 44077 44082 44084 44078 43893 44085 43901 43900 44088 44086 43891 43895 43894 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [102] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 43898 43895 43891 44166 43893 44076 44077 44084 43897 44079 43899 44081 44075 43891 43900 43901 44086 43892 44088 44082 44078 44089 43896 43892 43894 44075 44083 44085"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [103] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 43892 44084 43895 43896 43898 43900 44075 44088 43899 43894 44075 43893 44081 43901 43891 44078 44166 43891 44077 44082 43892 44089 44086 44076 43897 44085 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [104] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 44166 44078 43892 44081 44083 43900 43892 43891 44089 43895 43893 43894 44082 44086 43896 44084 43898 44085 44075 44088 43897 44075 43891 44076 44077 43899 43901"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [105] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 28 43900 44078 43898 43899 43894 44079 44089 43896 43901 44081 44084 43892 44077 43893 43891 44075 44076 44083 44086 43895 44166 44088 43892 43891 43897 44085 44075 44082"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [106] "PMC8163257 /pmc/articles/PMC8163257/bin/mmc3.xlsx Hsapiens 27 43900 44083 44076 44086 43901 43891 44081 43897 44089 44082 43894 44078 43892 44075 44075 43891 44077 43893 44088 43899 43895 44084 43898 44085 44166 43892 43896"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [107] "PMC8201885 /pmc/articles/PMC8201885/bin/12920_2021_1010_MOESM6_ESM.xlsx Hsapiens 8 lnc-C6orf201-17-002 lnc-C6orf201-17-001 lnc-USP35-15-001 lnc-SAMD11-13-001 lnc-SAMD11-12-001 lnc-SAMD11-12-002 lnc-SAMD11-13-002 lnc-USP35-15-002"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [108] "PMC8195602 /pmc/articles/PMC8195602/bin/elife-66222-fig1-data1.xlsx Hsapiens 11 43534 43532 43715 43720 43723 43527 43711 43530 43718 43800 43717"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [109] "PMC8195602 /pmc/articles/PMC8195602/bin/elife-66222-fig7-data1.xlsx Mmusculus 26 44257 44260 44447 44258 44256 44443 44440 44264 44441 44450 44263 44449 44266 44453 44446 44444 44442 44259 44262 44256 44445 44454 44451 44448 44261 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [110] "PMC8192774 /pmc/articles/PMC8192774/bin/41598_2021_91934_MOESM2_ESM.xlsx Hsapiens 1 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [111] "PMC8191028 /pmc/articles/PMC8191028/bin/13100_2021_241_MOESM7_ESM.xlsx Hsapiens 12 44447 44450 44257 44448 44256 44444 44445 44259 44440 44264 44258 44265"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [112] "PMC8186478 /pmc/articles/PMC8186478/bin/MSB-17-e9522-s001.xlsx Hsapiens 3 43899 44081 44076"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [113] "PMC8186478 /pmc/articles/PMC8186478/bin/MSB-17-e9522-s010.xlsx Hsapiens 5 43345 43358 43164 43162 43166"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [114] "PMC8186478 /pmc/articles/PMC8186478/bin/MSB-17-e9522-s011.xlsx Hsapiens 33 43352 43162 43168 43168 43165 43352 43163 43163 43165 43164 43163 43165 43167 43352 43167 43352 43162 43167 43168 43168 43344 43344 43352 43162 43164 43163 43344 43352 43352 43164 43352 43165 43352"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [115] "PMC8186478 /pmc/articles/PMC8186478/bin/MSB-17-e9522-s011.xlsx Hsapiens 34 43354 43346 43357 43355 43355 43354 43166 43353 43345 43348 43353 43355 43345 43346 43353 43344 43166 43357 43348 43354 43166 43348 43357 43346 43344 43166 43166 43348 43344 43348 43346 43345 43345 43166"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [116] "PMC8186232 /pmc/articles/PMC8186232/bin/13148_2021_1110_MOESM2_ESM.xlsx Hsapiens 1 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [117] "PMC8186232 /pmc/articles/PMC8186232/bin/13148_2021_1110_MOESM3_ESM.xlsx Hsapiens 4 44448 44444 44265 44265"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [118] "PMC8185950 /pmc/articles/PMC8185950/bin/13059_2021_2374_MOESM12_ESM.xlsx Mmusculus 3 40422 37865 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [119] "PMC8185105 /pmc/articles/PMC8185105/bin/41523_2021_282_MOESM1_ESM.xlsx Hsapiens 2 38961 37104"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [120] "PMC8180056 /pmc/articles/PMC8180056/bin/12859_2021_4185_MOESM4_ESM.xlsx Hsapiens 2 37226 39508"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [121] "PMC8176597 /pmc/articles/PMC8176597/bin/12864_2021_7717_MOESM1_ESM.xlsx Hsapiens 5 43723 43715 43719 43717 43710"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [122] "PMC8175737 /pmc/articles/PMC8175737/bin/41419_2021_3738_MOESM2_ESM.xls Hsapiens 31 37316 37865 38231 37316 39326 38961 39142 40787 39873 41153 38047 36951 38777 41883 39692 39508 37500 37226 40238 37681 37135 42248 40603 40057 38596 36951 40422 38412 40057 39508 37135"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [123] "PMC8175737 /pmc/articles/PMC8175737/bin/41419_2021_3738_MOESM2_ESM.xls Hsapiens 4 37316 37681 38596 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [124] "PMC8175737 /pmc/articles/PMC8175737/bin/41419_2021_3738_MOESM2_ESM.xls Hsapiens 32 37316 36951 40422 39142 38047 40787 36951 38777 38777 40603 37681 39692 39326 39326 41883 39508 39873 41153 38231 40057 40057 40057 40057 40057 40057 40057 40057 40057 37316 37865 37865 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [125] "PMC8175737 /pmc/articles/PMC8175737/bin/41419_2021_3738_MOESM2_ESM.xls Hsapiens 9 37316 37865 39326 38961 39142 40787 39873 39508 37681"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [126] "PMC8175737 /pmc/articles/PMC8175737/bin/41419_2021_3738_MOESM2_ESM.xls Rnorvegicus 9 37316 37865 39326 38961 39142 40787 39873 39508 37681"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [127] "PMC8175556 /pmc/articles/PMC8175556/bin/42003_2021_2140_MOESM4_ESM.xlsx Hsapiens 2 44083 44089"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [128] "PMC8175556 /pmc/articles/PMC8175556/bin/42003_2021_2140_MOESM7_ESM.xlsx Hsapiens 1 43717"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [129] "PMC8208808 /pmc/articles/PMC8208808/bin/Table_1.xlsx Mmusculus 4 44447 44450 44448 44445"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [130] "PMC8172904 /pmc/articles/PMC8172904/bin/42003_2021_2201_MOESM4_ESM.xlsx Hsapiens 2 44443 44446"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [131] "PMC8172904 /pmc/articles/PMC8172904/bin/42003_2021_2201_MOESM4_ESM.xlsx Hsapiens 22 43895 43892 44089 43898 43897 43900 43893 44081 43892 43896 43891 44079 44080 44076 44085 44082 43899 44083 44084 44077 44078 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [132] "PMC8172568 /pmc/articles/PMC8172568/bin/42003_2021_2208_MOESM4_ESM.xlsx Mmusculus 10 44262 44257 44257 44446 44443 44260 44450 44263 44261 44447"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [133] "PMC8172568 /pmc/articles/PMC8172568/bin/42003_2021_2208_MOESM4_ESM.xlsx Mmusculus 6 44442 44264 44447 44262 44450 44446"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [134] "PMC8172568 /pmc/articles/PMC8172568/bin/42003_2021_2208_MOESM4_ESM.xlsx Mmusculus 6 44446 44257 44262 44260 44256 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [135] "PMC8172568 /pmc/articles/PMC8172568/bin/42003_2021_2208_MOESM4_ESM.xlsx Mmusculus 4 44445 44447 44443 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [136] "PMC8172568 /pmc/articles/PMC8172568/bin/42003_2021_2208_MOESM4_ESM.xlsx Mmusculus 2 44260 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [137] "PMC8172568 /pmc/articles/PMC8172568/bin/42003_2021_2208_MOESM4_ESM.xlsx Mmusculus 9 44262 44257 44260 44448 44446 44450 44257 44443 44261"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [138] "PMC8203102 /pmc/articles/PMC8203102/bin/Table_10.XLS Ggallus 6 42987 42987 42987 42987 42987 42987"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [139] "PMC8203102 /pmc/articles/PMC8203102/bin/Table_10.XLS Ggallus 6 42987 42987 42987 42987 42987 42987"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [140] "PMC8203102 /pmc/articles/PMC8203102/bin/Table_5.XLS Hsapiens 5 43532 43715 43717 43525 43529"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [141] "PMC8203102 /pmc/articles/PMC8203102/bin/Table_5.XLS Hsapiens 5 43532 43529 43715 43717 43713"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [142] "PMC8164820 /pmc/articles/PMC8164820/bin/13287_2021_2388_MOESM8_ESM.xls Hsapiens 1 2021/03/01"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [143] "PMC8164247 /pmc/articles/PMC8164247/bin/12885_2021_8388_MOESM1_ESM.xlsx Hsapiens 22 44531 44257 44265 44266 44258 44259 44260 44261 44262 44263 44264 44449 44450 44451 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [144] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 8 39873 39142 37135 40787 38961 36951 38777 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [145] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 7 38231 36951 38596 39692 38777 40787 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [146] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 5 37316 39692 38231 38596 39508"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [147] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 10 39508 40787 39142 37135 38777 39873 38596 37316 36951 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [148] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 3 38231 39692 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [149] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 5 39142 39873 39508 36951 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [150] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 8 38231 39692 38596 36951 37316 38961 37135 38777"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [151] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 7 39142 39508 38777 40787 38961 39873 38596"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [152] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Ggallus 6 37135 36951 38231 36951 39692 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [153] "PMC8193354 /pmc/articles/PMC8193354/bin/Data_Sheet_3.XLSX Hsapiens 6 37135 39873 39142 38961 39508 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [154] "PMC8193101 /pmc/articles/PMC8193101/bin/Table_2.XLSX Athaliana 3 43344 43345 43380"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [155] "PMC8163762 /pmc/articles/PMC8163762/bin/41467_2021_23142_MOESM5_ESM.xlsx Scerevisiae 1 37165"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [156] "PMC8161999 /pmc/articles/PMC8161999/bin/12967_2021_2903_MOESM1_ESM.xlsx Hsapiens 2 43526 43713"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [157] "PMC8189496 /pmc/articles/PMC8189496/bin/ppat.1009599.s001.xlsx Hsapiens 23 43899 44078 44076 44085 44086 44079 44077 43894 44089 43901 44083 43895 44166 43896 43892 44080 43898 43893 44082 44084 43897 43900 44081"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [158] "PMC8168385 /pmc/articles/PMC8168385/bin/2a8527d91253de19a3b16993.xlsx Hsapiens 18 40422 38596 38108 37135 37865 38231 41153 37500 40057 38961 42248 37226 39326 37012 41883 40787 39692 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [159] "PMC8168385 /pmc/articles/PMC8168385/bin/2a8527d91253de19a3b16993.xlsx Hsapiens 1 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [160] "PMC8161968 /pmc/articles/PMC8161968/bin/12935_2021_1968_MOESM3_ESM.xlsx Hsapiens 1 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [161] "PMC8160133 /pmc/articles/PMC8160133/bin/41467_2021_23384_MOESM5_ESM.xlsx Hsapiens 16 37226 37012 42248 37135 40422 40787 41153 41883 37500 37865 38231 38596 38961 39326 39692 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [162] "PMC8160133 /pmc/articles/PMC8160133/bin/41467_2021_23384_MOESM7_ESM.xlsx Hsapiens 16 37226 37012 42248 37135 40422 40787 41153 41883 37500 37865 38231 38596 38961 39326 39692 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [163] "PMC8186667 /pmc/articles/PMC8186667/bin/Table_1.XLSX Hsapiens 1 44445"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [164] "PMC8149827 /pmc/articles/PMC8149827/bin/41467_2021_22843_MOESM6_ESM.xlsx Hsapiens 1 38047"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [165] "PMC8183685 /pmc/articles/PMC8183685/bin/Table_1.XLSX Hsapiens 14 44089 43892 43891 44084 43897 44076 44085 43896 43898 43895 43899 44078 44083 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [166] "PMC8183685 /pmc/articles/PMC8183685/bin/Table_1.XLSX Hsapiens 14 44089 43892 43891 44084 43897 44076 44085 43896 43898 43895 43899 44078 44083 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [167] "PMC8183685 /pmc/articles/PMC8183685/bin/Table_2.XLSX Hsapiens 29 44089 44083 44083 44083 44083 44089 44083 44083 43891 43891 44078 44083 43899 44078 43892 44083 44083 44078 44078 44083 44082 44075 44083 44083 44083 44078 44079 43897 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [168] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_1.xlsx Mmusculus 1 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [169] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_1.xlsx Mmusculus 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [170] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_1.xlsx Mmusculus 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [171] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_1.xlsx Mmusculus 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [172] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_1.xlsx Mmusculus 13 38777 40057 38961 38961 40787 39326 38777 39326 38961 39326 39142 40057 38777"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [173] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_1.xlsx Mmusculus 2 40057 37681"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [174] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_3.xlsx Mmusculus 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [175] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_3.xlsx Mmusculus 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [176] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_3.xlsx Mmusculus 3 40057 37135 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [177] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_3.xlsx Mmusculus 3 40057 37135 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [178] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_4.xlsx Mmusculus 2 36951 40238"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [179] "PMC8181421 /pmc/articles/PMC8181421/bin/Table_4.xlsx Mmusculus 1 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [180] "PMC8144567 /pmc/articles/PMC8144567/bin/41467_2021_23379_MOESM7_ESM.xlsx Hsapiens 1 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [181] "PMC8144567 /pmc/articles/PMC8144567/bin/41467_2021_23379_MOESM7_ESM.xlsx Hsapiens 2 44082 43893"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [182] "PMC8144567 /pmc/articles/PMC8144567/bin/41467_2021_23379_MOESM7_ESM.xlsx Hsapiens 1 44089"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [183] "PMC8144567 /pmc/articles/PMC8144567/bin/41467_2021_23379_MOESM7_ESM.xlsx Hsapiens 1 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [184] "PMC8144567 /pmc/articles/PMC8144567/bin/41467_2021_23379_MOESM7_ESM.xlsx Hsapiens 2 44075 44086"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [185] "PMC8144567 /pmc/articles/PMC8144567/bin/41467_2021_23379_MOESM7_ESM.xlsx Hsapiens 2 44075 44086"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [186] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Mmusculus 24 44075 43892 43896 43899 43897 43892 44085 44083 43901 43898 44084 43891 43891 44082 44081 44078 44077 44086 43895 44076 43893 43894 44080 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [187] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Mmusculus 24 44075 43896 43892 43898 44085 43899 43897 44083 44082 43895 43901 44077 44081 44084 44078 44086 44076 43891 43893 43891 43894 44080 44079 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [188] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Mmusculus 22 44075 44081 44082 44084 44078 43901 44077 43895 43898 44076 43897 43893 43891 43896 43894 43899 44080 44085 44083 44079 43892 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [189] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Rnorvegicus 24 44075 44081 44082 44084 44078 43901 44077 44086 43895 43898 44076 43897 43893 43891 43896 43894 43899 44080 44085 44083 44079 43892 43900 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [190] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Mmusculus 24 44085 44075 44083 44081 43896 43899 43898 44078 44076 44082 43897 44080 44084 44077 43892 43891 43901 44086 43895 43891 43893 43894 44079 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [191] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Mmusculus 25 43896 44085 44077 44078 43891 43892 43899 43895 44075 44076 43891 43901 43897 44081 44082 44084 44086 43898 43893 44088 43894 44080 44083 44079 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [192] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Mmusculus 24 44075 43899 43892 44077 44081 44082 44084 44078 43901 44086 43895 43898 44076 43891 43897 43893 43891 43896 43894 44080 44085 44083 44079 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [193] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Mmusculus 25 44088 43899 43901 44075 44077 44083 43891 43896 44076 44085 44080 44084 44081 43892 44079 43892 43897 43895 44082 43898 43893 43891 44078 44086 43900"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [194] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM6_ESM.xlsx Mmusculus 25 44075 44081 44082 44084 44078 43901 44077 44086 43895 43898 44076 43891 43897 43893 44088 43891 43896 43894 43899 44080 44085 44083 44079 43892 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [195] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM7_ESM.xlsx Mmusculus 3 44081 44083 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [196] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM7_ESM.xlsx Mmusculus 3 44081 44083 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [197] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM7_ESM.xlsx Mmusculus 3 44081 44083 44075"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [198] "PMC8144423 /pmc/articles/PMC8144423/bin/41467_2021_23308_MOESM7_ESM.xlsx Mmusculus 5 44075 44081 44085 44083 44076"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [199] "PMC8144406 /pmc/articles/PMC8144406/bin/41467_2021_23171_MOESM6_ESM.xlsx Hsapiens 2 43891 44080"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [200] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM7_ESM.xlsx Hsapiens 1 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [201] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM7_ESM.xlsx Hsapiens 3 37865 38231 37135"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [202] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM7_ESM.xlsx Hsapiens 3 37865 38231 37135"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [203] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM7_ESM.xlsx Hsapiens 2 38231 37135"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [204] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM7_ESM.xlsx Hsapiens 3 37865 37135 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [205] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM7_ESM.xlsx Hsapiens 1 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [206] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM9_ESM.xlsx Hsapiens 1 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [207] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM9_ESM.xlsx Hsapiens 1 39692"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [208] "PMC8140133 /pmc/articles/PMC8140133/bin/41467_2021_23327_MOESM9_ESM.xlsx Hsapiens 3 38231 38961 39692"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [209] "PMC8139961 /pmc/articles/PMC8139961/bin/41537_2021_159_MOESM2_ESM.xlsx Ggallus 7 43891 44083 43891 43891 44083 43891 44081"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [210] "PMC8172126 /pmc/articles/PMC8172126/bin/Table_11.XLSX Ggallus 13 44446 44442 44446 44442 44446 44446 44446 44446 44446 44446 44442 44446 44446"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [211] "PMC8172126 /pmc/articles/PMC8172126/bin/Table_4.XLSX Hsapiens 1 44081"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [212] "PMC8172126 /pmc/articles/PMC8172126/bin/Table_9.XLSX Hsapiens 6 44260 44260 44448 44448 44448 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [213] "PMC8172126 /pmc/articles/PMC8172126/bin/Table_9.XLSX Mmusculus 1 44258"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [214] "PMC8168535 /pmc/articles/PMC8168535/bin/Data_Sheet_4.xlsx Hsapiens 2 43891 44166"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [215] "PMC8149808 /pmc/articles/PMC8149808/bin/mmc2.xlsx Mmusculus 24 37135 40603 40422 38596 40787 38047 39508 42248 37865 37316 38231 39142 37681 38412 39692 40057 38961 41883 39873 36951 40238 38777 39326 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [216] "PMC8149807 /pmc/articles/PMC8149807/bin/mmc3.xlsx Hsapiens 14 37865 36951 39692 40787 38961 37500 38412 37316 40057 40422 38596 39326 38777 39142"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [217] "PMC8149807 /pmc/articles/PMC8149807/bin/mmc3.xlsx Hsapiens 13 37316 38412 38961 40057 37865 39692 36951 40787 38777 37500 39326 39142 40422"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [218] "PMC8166323 /pmc/articles/PMC8166323/bin/Table_4.XLSX Mmusculus 2 43892 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [219] "PMC8166252 /pmc/articles/PMC8166252/bin/Data_Sheet_1.xlsx Hsapiens 1 72086"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [220] "PMC8128874 /pmc/articles/PMC8128874/bin/41467_2021_22872_MOESM9_ESM.xlsx Hsapiens 5 43899 44083 44076 44081 44080"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [221] "PMC8128874 /pmc/articles/PMC8128874/bin/41467_2021_22872_MOESM9_ESM.xlsx Hsapiens 3 44080 44081 44089"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [222] "PMC8191307 /pmc/articles/PMC8191307/bin/mmc1.xlsx Hsapiens 144 43800 43800 43800 43526 43526 43526 43534 43534 43534 43535 43535 43535 43527 43527 43527 43528 43528 43528 43529 43529 43529 43530 43530 43530 43531 43531 43531 43532 43532 43532 43533 43533 43533 43722 43722 43722 43723 43723 43723 43718 43718 43718 43719 43719 43719 43720 43720 43720 43710 43710 43710 43711 43711 43711 43712 43712 43712 43713 43713 43713 43714 43714 43714 43715 43715 43715 43716 43716 43716 43717 43717 43717 43800 43800 43800 43526 43526 43526 43534 43534 43534 43535 43535 43535 43527 43527 43527 43528 43528 43528 43529 43529 43529 43530 43530 43530 43531 43531 43531 43532 43532 43532 43533 43533 43533 43723 43723 43723 43718 43718 43718 43719 43719 43719 43720 43720 43720 43722 43722 43722 43710 43710 43710 43711 43711 43711 43712 43712 43712 43713 43713 43713 43714 43714 43714 43715 43715 43715 43716 43716 43716 43717 43717 43717"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [223] "PMC8191307 /pmc/articles/PMC8191307/bin/mmc2.xlsx Hsapiens 24 44080 44076 44079 43894 43892 43893 43901 43897 44166 43900 44088 43896 44084 43899 44081 44078 44082 44086 44077 44089 44085 43895 44083 43898"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [224] "PMC8178510 /pmc/articles/PMC8178510/bin/CAM4-10-3700-s003.xlsx Hsapiens 4 42432 42618 42437 42429"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [225] "PMC8186902 /pmc/articles/PMC8186902/bin/elife-66921-supp6.xlsx Mmusculus 4 43716 43526 43525 43710"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [226] "PMC8188494 /pmc/articles/PMC8188494/bin/mmc2.xlsx Hsapiens 13 36951 40603 40238 37316 39508 41153 40057 39142 38047 37500 37681 39326 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [227] "PMC8188494 /pmc/articles/PMC8188494/bin/mmc2.xlsx Hsapiens 2 44077 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [228] "PMC8184692 /pmc/articles/PMC8184692/bin/JCMM-25-5534-s001.xlsx Hsapiens 4 43901 43894 44077 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [229] "PMC8184692 /pmc/articles/PMC8184692/bin/JCMM-25-5534-s002.xlsx Hsapiens 1 44265"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [230] "PMC8183939 /pmc/articles/PMC8183939/bin/JCLA-35-e23791-s004.xlsx Hsapiens 3 43892 44076 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [231] "PMC8183939 /pmc/articles/PMC8183939/bin/JCLA-35-e23791-s008.xlsx Hsapiens 2 43892 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [232] "PMC8187225 /pmc/articles/PMC8187225/bin/11064_2021_3324_MOESM1_ESM.xlsx Mmusculus 1 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [233] "PMC8183694 /pmc/articles/PMC8183694/bin/cm9-134-1310-s001.xlsx Hsapiens 1 43170"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [234] "PMC8185079 /pmc/articles/PMC8185079/bin/41418_2020_726_MOESM10_ESM.xlsx Hsapiens 1 43162"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [235] "PMC8185079 /pmc/articles/PMC8185079/bin/41418_2020_726_MOESM10_ESM.xlsx Hsapiens 1 43162"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [236] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc1.xlsx Hsapiens 27 37226 36951 37316 36951 40238 37316 37681 38047 38412 38777 39142 39508 39873 42248 37135 40422 40787 41153 41883 37500 37865 38231 38596 38961 39326 39692 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [237] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc1.xlsx Hsapiens 27 37681 37316 39873 38047 39326 37865 41153 37226 37135 41883 37316 42248 40057 39508 40238 38231 38412 38777 36951 40422 38961 38596 40787 39142 36951 39692 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [238] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc2.xlsx Hsapiens 9 37316 39142 39873 40787 37865 38231 38596 39326 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [239] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc2.xlsx Hsapiens 1 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [240] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc2.xlsx Hsapiens 1 38596"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [241] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc2.xlsx Hsapiens 1 39142"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [242] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc2.xlsx Hsapiens 1 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [243] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc2.xlsx Hsapiens 2 37865 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [244] "PMC8167930 /pmc/articles/PMC8167930/bin/mmc2.xlsx Hsapiens 2 37316 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [245] "PMC8148052 /pmc/articles/PMC8148052/bin/mmc2.xlsx Hsapiens 3 42993 42993 42979"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [246] "PMC8148052 /pmc/articles/PMC8148052/bin/mmc2.xlsx Hsapiens 3 42980 42987 42980"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [247] "PMC8159799 /pmc/articles/PMC8159799/bin/10571_2020_971_MOESM1_ESM.xlsx Hsapiens 2 37500 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [248] "PMC8168789 /pmc/articles/PMC8168789/bin/NIHMS1702004-supplement-tables2.xlsx Hsapiens 3 43891 44084 44081"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [249] "PMC8183600 /pmc/articles/PMC8183600/bin/NIHMS1527246-supplement-1527246_SD_2.xlsx Hsapiens 1 43160"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [250] "PMC8183600 /pmc/articles/PMC8183600/bin/NIHMS1527246-supplement-1527246_SD_2.xlsx Hsapiens 2 43347 43346"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [251] "PMC8183600 /pmc/articles/PMC8183600/bin/NIHMS1527246-supplement-1527246_SD_2.xlsx Hsapiens 1 43164"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [252] "PMC8183600 /pmc/articles/PMC8183600/bin/NIHMS1527246-supplement-1527246_SD_2.xlsx Hsapiens 6 43161 43348 43168 43349 43351 43352"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [253] "PMC8183600 /pmc/articles/PMC8183600/bin/NIHMS1527246-supplement-1527246_SD_9.xlsx Hsapiens 25 43718 43526 43713 43709 43532 43528 43525 43716 43710 43534 43720 43527 43719 43529 43722 43525 43533 43531 43711 43530 43535 43717 43800 43526 43712"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [254] "PMC8183600 /pmc/articles/PMC8183600/bin/NIHMS1527246-supplement-1527246_SD_9.xlsx Hsapiens 27 43528 43715 43529 43526 43713 43710 43718 43531 43714 43800 43534 43709 43719 43525 43530 43720 43711 43532 43722 43527 43535 43526 43717 43716 43712 43533 43525"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [255] "PMC8204688 /pmc/articles/PMC8204688/bin/NIHMS1704835-supplement-Table_S2.xlsx Hsapiens 1 42804"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [256] "PMC8204688 /pmc/articles/PMC8204688/bin/NIHMS1704835-supplement-Table_S2.xlsx Hsapiens 1 42798"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [257] "PMC8204688 /pmc/articles/PMC8204688/bin/NIHMS1704835-supplement-Table_S4.xlsx Ggallus 3 41525 41521 41525"

In depth look at the errors

Let’s investigate the errors in more detail.

# By species
SPECIES <- sapply(strsplit(ERROR_GENELISTS," "),"[[",3)
table(SPECIES)
## SPECIES
##   Athaliana    Celegans     Ggallus    Hsapiens   Mmusculus Rnorvegicus 
##           1          12           9         184          48           2 
## Scerevisiae 
##           1
par(mar=c(5,12,4,2))
barplot(table(SPECIES),horiz=TRUE,las=1)

par(mar=c(5,5,4,2))

# Number of affected Excel files per paper