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] "2021/8"

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] 3015
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] 4137
NUM_XLS_ARTICLES = length(unique(sapply(strsplit(XLS," "),"[[",1)))
NUM_XLS_ARTICLES
## [1] 621
GENELISTS <- XLS[lapply(strsplit(XLS," "),length)>2]
#GENELISTS

NUM_GENELISTS <- length(unique(sapply(strsplit(GENELISTS," "),"[[",2)))
NUM_GENELISTS
## [1] 570
NUM_GENELIST_ARTICLES <- length(unique(sapply(strsplit(GENELISTS," "),"[[",1)))
NUM_GENELIST_ARTICLES
## [1] 254
ERROR_GENELISTS <- XLS[lapply(strsplit(XLS," "),length)>3]
#ERROR_GENELISTS

NUM_ERROR_GENELISTS = length(ERROR_GENELISTS)
NUM_ERROR_GENELISTS
## [1] 294
GENELIST_ERROR_ARTICLES <- unique(sapply(strsplit(ERROR_GENELISTS," "),"[[",1))
GENELIST_ERROR_ARTICLES
##  [1] "PMC8357957" "PMC8357835" "PMC8357785" "PMC8386547" "PMC8366456"
##  [6] "PMC8389471" "PMC8386078" "PMC8386026" "PMC8379442" "PMC8387103"
## [11] "PMC8386872" "PMC8386171" "PMC8384175" "PMC8384091" "PMC8383299"
## [16] "PMC8356190" "PMC8351575" "PMC8381363" "PMC8379831" "PMC8369001"
## [21] "PMC8362890" "PMC8378686" "PMC8346570" "PMC8346558" "PMC8371109"
## [26] "PMC8363664" "PMC8361094" "PMC8361032" "PMC8372368" "PMC8367384"
## [31] "PMC8370613" "PMC8369824" "PMC8361881" "PMC8361107" "PMC8359384"
## [36] "PMC8365341" "PMC8350897" "PMC8350412" "PMC8350206" "PMC8339674"
## [41] "PMC8363306" "PMC8363264" "PMC8362953" "PMC8352983" "PMC8325267"
## [46] "PMC8325244" "PMC8323604" "PMC8358448" "PMC8302675" "PMC8298472"
## [51] "PMC8357189" "PMC8355892" "PMC8355820" "PMC8355708" "PMC8355218"
## [56] "PMC8352595" "PMC8346669" "PMC8343164" "PMC8354477" "PMC8353793"
## [61] "PMC8353259" "PMC8352870" "PMC8351597" "PMC8333778" "PMC8326637"
## [66] "PMC8346036" "PMC8345867" "PMC8344067" "PMC8344058" "PMC8340308"
## [71] "PMC8333418" "PMC8295287" "PMC8336464" "PMC8335167" "PMC8321682"
## [76] "PMC8321653" "PMC8330917" "PMC8329287" "PMC8329071" "PMC8322386"
## [81] "PMC8316582" "PMC8316576" "PMC8316550" "PMC8316454" "PMC8327752"
## [86] "PMC8325265" "PMC8325178" "PMC8324785" "PMC8323712"
NUM_ERROR_GENELIST_ARTICLES <- length(GENELIST_ERROR_ARTICLES) 
NUM_ERROR_GENELIST_ARTICLES
## [1] 89
ERROR_PROPORTION = NUM_ERROR_GENELIST_ARTICLES / NUM_GENELIST_ARTICLES
ERROR_PROPORTION
## [1] 0.3503937

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] "PMC8357957 /pmc/articles/PMC8357957/bin/41467_2021_25088_MOESM6_ESM.xlsx Mmusculus 3 44260 44261 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##   [2] "PMC8357835 /pmc/articles/PMC8357835/bin/41386_2021_1031_MOESM2_ESM.xlsx Mmusculus 9 44262 44442 44261 44264 44263 44443 44441 44447 44444"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##   [3] "PMC8357835 /pmc/articles/PMC8357835/bin/41386_2021_1031_MOESM2_ESM.xlsx Mmusculus 4 44263 44261 44450 44262"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##   [4] "PMC8357785 /pmc/articles/PMC8357785/bin/41386_2021_1023_MOESM6_ESM.xlsx Hsapiens 25 37865 40238 37681 38412 40422 41153 39692 39508 39873 37316 38047 36951 40787 37500 39326 40057 38231 40603 36951 38596 37226 39142 37135 38777 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##   [5] "PMC8386547 /pmc/articles/PMC8386547/bin/aging-13-203398-s002.xlsx Hsapiens 1 43525"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##   [6] "PMC8366456 /pmc/articles/PMC8366456/bin/EMBR-22-e50193-s002.xlsx Hsapiens 10 42069 42253 42066 42252 42250 42251 42248 42067 42064 42064"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##   [7] "PMC8389471 /pmc/articles/PMC8389471/bin/pgen.1009094.s027.xlsx Mmusculus 107 42985 42985 42985 42985 42800 42992 42985 42985 42989 42983 42984 42986 42805 42804 42795 42796 42989 42982 42982 42982 42988 42796 42993 42990 42986 42986 42979 42796 42795 42990 42804 42800 42802 42802 42802 42799 42795 42799 42799 42795 42795 42984 42796 42796 42981 42980 42980 42980 42988 42987 42987 42987 42798 42980 42992 42987 42801 42982 42803 42802 42984 42797 42984 42983 42984 42986 42805 42804 42795 42796 42989 42982 42982 42982 42988 42985 42796 42993 42990 42986 42986 42979 42796 42795 42990 42804 42800 42802 42802 42802 42799 42795 42799 42799 42795 42795 42984 42796 42796 42981 42980 42980 42980 42988 42987 42987 42987"                                                                                                                                                                                                                                                                                                                                                                                
##   [8] "PMC8389471 /pmc/articles/PMC8389471/bin/pgen.1009094.s028.xlsx Mmusculus 26 40603 40795 40794 40609 40787 40793 40607 40796 40800 40799 40797 40606 40788 40611 40605 40602 40612 40604 40786 40789 40610 40603 40792 40791 40602 40608"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##   [9] "PMC8389471 /pmc/articles/PMC8389471/bin/pgen.1009094.s029.xlsx Mmusculus 61 42065 42257 42256 42071 42258 42249 42255 42069 42064 42258 42257 42258 42262 42255 42064 42261 42065 42254 42259 42072 42065 42068 42259 42250 42068 42250 42068 42065 42249 42069 42250 42070 42070 42253 42255 42073 42067 42064 42074 42066 42253 42066 42070 42068 42248 42073 42251 42072 42065 42253 42254 42253 42253 42253 42251 42064 42254 42253 42064 42070 42070"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [10] "PMC8389471 /pmc/articles/PMC8389471/bin/pgen.1009094.s037.xlsx Mmusculus 8 41158 41158 40978 40970 40973 41158 41158 40974"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [11] "PMC8386078 /pmc/articles/PMC8386078/bin/13059_2021_2466_MOESM5_ESM.xlsx Hsapiens 12 43892 44077 44077 44083 44080 44083 44083 44083 44077 44077 44077 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [12] "PMC8386078 /pmc/articles/PMC8386078/bin/13059_2021_2466_MOESM5_ESM.xlsx Hsapiens 6 43898 44079 44080 44083 44083 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [13] "PMC8386026 /pmc/articles/PMC8386026/bin/12915_2021_1108_MOESM14_ESM.xlsx Drerio 21 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786 40786"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [14] "PMC8379442 /pmc/articles/PMC8379442/bin/mmc4.xlsx Mmusculus 1 14977"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [15] "PMC8387103 /pmc/articles/PMC8387103/bin/Table_3.xlsx Hsapiens 25 44078 43898 44081 43891 44080 44075 43892 43891 44076 43892 44077 44084 43896 44083 43895 43893 43899 44082 43897 44085 43894 44166 44086 43900 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [16] "PMC8387103 /pmc/articles/PMC8387103/bin/Table_3.xlsx Hsapiens 25 44075 44081 44076 43891 43898 43896 44084 44085 44083 44082 43899 43895 44078 43892 43893 43892 43897 43891 44077 44080 43894 44166 44086 43900 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [17] "PMC8387103 /pmc/articles/PMC8387103/bin/Table_3.xlsx Hsapiens 25 43891 44075 44078 44076 44082 44085 43895 43896 43892 44084 44083 43899 44080 44081 43891 43892 43893 44077 43897 43898 43894 44166 44086 43900 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [18] "PMC8387103 /pmc/articles/PMC8387103/bin/Table_4.xlsx Hsapiens 25 44078 44075 43891 44081 44076 43898 43896 44085 44082 44084 44083 43895 43899 43892 44080 43892 43891 43893 44077 43897 43894 44166 44086 43900 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
##  [19] "PMC8387103 /pmc/articles/PMC8387103/bin/Table_6.xlsx Hsapiens 1 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [20] "PMC8387103 /pmc/articles/PMC8387103/bin/Table_6.xlsx Hsapiens 1 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [21] "PMC8387103 /pmc/articles/PMC8387103/bin/Table_6.xlsx Hsapiens 2 44443 44446"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [22] "PMC8386872 /pmc/articles/PMC8386872/bin/ppat.1009785.s019.xlsx Hsapiens 22 43899 44080 44085 43891 43898 43896 43891 44082 44076 44089 44084 43897 44075 44081 44083 44079 43895 43893 43892 44077 43892 44086"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [23] "PMC8386872 /pmc/articles/PMC8386872/bin/ppat.1009785.s021.xlsx Hsapiens 40 44257 44256 44256 44256 44257 44256 44448 44262 44448 44450 44262 44448 44448 44262 44262 44448 44259 44265 44450 44261 44447 44262 44261 44448 44441 44448 44265 44450 44265 44448 44448 44448 44448 44448 44448 44448 44448 44450 44450 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [24] "PMC8386171 /pmc/articles/PMC8386171/bin/Data_Sheet_1.xlsx Hsapiens 5 44448 44449 44260 44531 44266"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [25] "PMC8386171 /pmc/articles/PMC8386171/bin/Data_Sheet_1.xlsx Hsapiens 1 44443"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [26] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 24 44531 44256 44257 44256 44265 44257 44258 44259 44260 44261 44262 44263 44264 44440 44449 44450 44451 44441 44442 44443 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
##  [27] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [28] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [29] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 2 44256 44450"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [30] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 1 44451"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [31] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 1 44441"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [32] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 22 44531 44256 44257 44256 44257 44258 44259 44260 44261 44262 44263 44264 44440 44449 44450 44441 44442 44443 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [33] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [34] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [35] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 2 44453 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [36] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 23 44531 44256 44257 44256 44265 44257 44258 44259 44260 44261 44262 44263 44264 44440 44449 44450 44441 44442 44443 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [37] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [38] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [39] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 2 44256 44261"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [40] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 3 44256 44454 44261"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [41] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 4 44256 44257 44256 44441"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [42] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 23 44531 44256 44257 44256 44265 44257 44258 44259 44260 44261 44262 44263 44264 44440 44449 44450 44441 44442 44443 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [43] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [44] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [45] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 4 44256 44257 44257 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
##  [46] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 3 44445 44266 44441"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [47] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 3 44258 44264 44447"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [48] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 23 44531 44256 44257 44256 44265 44257 44258 44259 44260 44261 44262 44263 44264 44440 44449 44450 44441 44442 44443 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [49] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [50] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [51] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 1 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [52] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 2 44266 44444"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [53] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 7 44256 44258 44259 44441 44444 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [54] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [55] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [56] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 3 44075 43897 43896"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [57] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 2 44445 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [58] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 2 44264 44441"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [59] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [60] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [61] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 1 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [62] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 3 44443 44261 44450"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [63] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 2 44259 44441"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [64] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [65] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [66] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 3 44085 43896 43899"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [67] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 2 44266 44453"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [68] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [69] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 28 44531 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [70] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 6 44075 44083 43899 44089 43896 43897"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [71] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 5 44447 44263 44440 44453 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [72] "PMC8384175 /pmc/articles/PMC8384175/bin/pcbi.1009224.s006.xlsx Hsapiens 1 44531"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [73] "PMC8384091 /pmc/articles/PMC8384091/bin/11427_2021_1990_MOESM2_ESM.xlsx Hsapiens 28 44451 44531 44266 44452 44256 44257 44265 44258 44259 44261 44262 44263 44264 44449 44453 44445 44446 44447 44448 44256 44257 44440 44443 44444 44260 44450 44442 44454"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [74] "PMC8383299 /pmc/articles/PMC8383299/bin/Table_7.XLSX Hsapiens 4 37104 37469 37834 38200"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [75] "PMC8383299 /pmc/articles/PMC8383299/bin/Table_7.XLSX Hsapiens 4 37104 37469 37834 38200"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [76] "PMC8356190 /pmc/articles/PMC8356190/bin/jitc-2021-002467supp001.xlsx Hsapiens 1 43891"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [77] "PMC8351575 /pmc/articles/PMC8351575/bin/peerj-09-11931-s005.xls Hsapiens 7 2021/03/02 2021/03/11 2021/09/14 2021/09/12 2021/09/04 2021/03/10 2021/09/03"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
##  [78] "PMC8381363 /pmc/articles/PMC8381363/bin/Data_Sheet_1.xlsx Hsapiens 25 44256 44257 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44440 44449 44451 44453 44441 44442 44443 44444 44445 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [79] "PMC8379831 /pmc/articles/PMC8379831/bin/13148_2021_1152_MOESM2_ESM.xlsx Hsapiens 167 43900 44083 43893 44075 44083 43899 43898 44083 44083 44083 44083 43891 44083 44083 44083 44083 44083 44083 44083 43891 44083 44083 44083 43898 44083 44083 43891 44083 44083 44083 44083 43900 43891 44083 44083 44084 44083 43898 44083 44083 43894 43900 44083 44085 44089 44083 43891 44083 44083 43898 43891 44083 43892 43894 44077 43891 43898 43896 44082 43896 44088 44086 44075 43892 44082 43892 43893 44086 43894 43891 44079 44078 43891 44081 43891 44085 44084 44082 43901 44078 43891 43891 43901 43892 43896 44084 44082 44084 44082 44083 44078 43900 44083 44083 43897 43901 44078 43894 44083 44083 43901 44083 43891 44083 43900 44083 43900 44083 43891 44083 44082 43894 43899 44082 43891 44083 43894 44082 44083 44083 44084 44083 44083 43901 44082 44083 44083 44083 44078 44083 43896 44083 44085 44079 43901 44085 44083 44083 44083 43893 44083 44085 44082 44082 44083 44083 44083 44083 43894 44083 44083 44084 44083 44083 43900 44082 43894 43900 44083 44081 44083 44083 44082 43898 44082 44083 44083"
##  [80] "PMC8369001 /pmc/articles/PMC8369001/bin/mmc2.xlsx Hsapiens 1 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [81] "PMC8369001 /pmc/articles/PMC8369001/bin/mmc2.xlsx Hsapiens 27 37316 36951 40422 39142 38047 37500 40787 36951 38777 40603 37681 39692 39326 41883 37226 39508 38412 39873 41153 37135 38231 40238 40057 37316 38596 37865 43714"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
##  [82] "PMC8362890 /pmc/articles/PMC8362890/bin/mmc6.xlsx Mmusculus 5 37104 37469 38200 37469 37834"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [83] "PMC8378686 /pmc/articles/PMC8378686/bin/pgen.1009737.s010.xlsx Rnorvegicus 3 41153 36951 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [84] "PMC8378686 /pmc/articles/PMC8378686/bin/pgen.1009737.s011.xlsx Rnorvegicus 3 41153 36951 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [85] "PMC8378686 /pmc/articles/PMC8378686/bin/pgen.1009737.s014.xlsx Rnorvegicus 1 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [86] "PMC8346570 /pmc/articles/PMC8346570/bin/41467_2021_25012_MOESM3_ESM.xlsx Hsapiens 3 43900 43899 43897"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [87] "PMC8346558 /pmc/articles/PMC8346558/bin/41467_2021_24967_MOESM3_ESM.xlsx Rnorvegicus 1 40238"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [88] "PMC8346558 /pmc/articles/PMC8346558/bin/41467_2021_24967_MOESM3_ESM.xlsx Rnorvegicus 2 40238 40238"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [89] "PMC8346558 /pmc/articles/PMC8346558/bin/41467_2021_24967_MOESM8_ESM.xlsx Rnorvegicus 27 40787 40057 41153 36951 39142 39326 40238 38231 39692 37865 37316 38777 39508 38047 38412 37135 37500 37681 40603 36951 38596 37316 41883 38961 39873 40422 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [90] "PMC8346558 /pmc/articles/PMC8346558/bin/41467_2021_24967_MOESM9_ESM.xlsx Rnorvegicus 27 40787 40057 41153 36951 39142 39326 40238 38231 39692 37865 37316 38777 39508 38047 38412 37135 37500 37681 40603 36951 38596 37316 41883 38961 39873 40422 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [91] "PMC8371109 /pmc/articles/PMC8371109/bin/41598_2021_95816_MOESM3_ESM.xlsx Hsapiens 1 ENSBTAG00000054263-NOVA1"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [92] "PMC8363664 /pmc/articles/PMC8363664/bin/41467_2021_25215_MOESM4_ESM.xlsx Hsapiens 1 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [93] "PMC8363664 /pmc/articles/PMC8363664/bin/41467_2021_25215_MOESM4_ESM.xlsx Hsapiens 1 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [94] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 16 40057 40057 38961 40057 40057 38596 40057 40057 40057 40057 40057 38961 40057 38961 40057 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
##  [95] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 13 40057 38961 38596 38596 40057 40057 38961 40057 40057 38961 38961 38961 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
##  [96] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 19 40057 40057 38961 40057 38961 38596 38961 40057 40057 38961 38596 40057 40057 40057 40057 38596 40057 38961 38596"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [97] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 6 40057 40057 38961 40057 40057 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
##  [98] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 26 40057 38961 38961 40057 40057 40057 40057 40057 40057 40057 40057 38961 40057 40057 38596 40057 38961 38961 38961 40057 38961 38596 40057 38961 38961 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
##  [99] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 19 40057 38961 38961 40057 38961 38961 38596 38961 40057 40057 38961 40057 40057 40057 38961 38961 40057 40057 38596"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [100] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 22 40057 40057 38961 40057 38961 38596 40057 38961 40057 40057 38961 38961 38961 38961 40057 38961 38596 38961 38961 38961 40057 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [101] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 15 40057 40057 40057 40057 38596 38961 40057 38596 40057 40057 38596 40057 38961 38961 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [102] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 19 40057 38961 38961 40057 38961 38961 40057 40057 38961 40057 40057 40057 38596 40057 38961 38596 40057 40057 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [103] "PMC8361094 /pmc/articles/PMC8361094/bin/41525_2021_229_MOESM2_ESM.xlsx Hsapiens 20 40057 38961 40057 40057 38596 40057 38596 40057 40057 38961 38961 40057 38961 38596 40057 38961 38961 40057 40057 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [104] "PMC8361032 /pmc/articles/PMC8361032/bin/41467_2021_24951_MOESM9_ESM.xlsx Hsapiens 28 44454 44257 44256 44263 44260 44264 44451 44440 44443 44265 44448 44257 44449 44262 44259 44441 44444 44442 44450 44256 44261 44266 44258 44447 44446 44453 44531 44445"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [105] "PMC8372368 /pmc/articles/PMC8372368/bin/Table_1.xlsx Hsapiens 4 44445 44450 44261 44449"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [106] "PMC8372368 /pmc/articles/PMC8372368/bin/Table_1.xlsx Hsapiens 16 44442 44443 44446 44445 44262 44450 44264 44451 44261 44447 44441 44258 44440 44444 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [107] "PMC8372368 /pmc/articles/PMC8372368/bin/Table_1.xlsx Hsapiens 17 44442 44443 44446 44445 44262 44450 44264 44451 44259 44261 44447 44441 44258 44440 44444 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [108] "PMC8372368 /pmc/articles/PMC8372368/bin/Table_1.xlsx Hsapiens 17 44442 44443 44446 44445 44262 44450 44264 44451 44259 44261 44447 44441 44258 44440 44444 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [109] "PMC8372368 /pmc/articles/PMC8372368/bin/Table_1.xlsx Hsapiens 16 44442 44443 44446 44445 44262 44450 44264 44451 44261 44447 44441 44258 44440 44444 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [110] "PMC8372368 /pmc/articles/PMC8372368/bin/Table_1.xlsx Hsapiens 17 44442 44443 44446 44445 44262 44450 44264 44451 44259 44261 44447 44441 44258 44440 44444 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [111] "PMC8372368 /pmc/articles/PMC8372368/bin/Table_1.xlsx Hsapiens 16 44442 44443 44446 44445 44262 44450 44264 44451 44261 44447 44441 44258 44440 44444 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [112] "PMC8372368 /pmc/articles/PMC8372368/bin/Table_1.xlsx Hsapiens 16 44442 44443 44446 44445 44262 44450 44264 44451 44261 44447 44441 44258 44440 44444 44449 44260"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [113] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-fig2-data1.xls Dmelanogaster 5 44444 44440 44444 44441 44443"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [114] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-fig2-data1.xls Dmelanogaster 9 44444 44443 44444 44441 44444 44443 44441 44440 44444"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [115] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table1-data1.xlsx Dmelanogaster 1 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [116] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table1-data1.xlsx Dmelanogaster 1 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [117] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table1-data1.xlsx Dmelanogaster 1 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [118] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table1-data1.xlsx Dmelanogaster 1 44443"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [119] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table2-data1.xlsx Dmelanogaster 1 44444"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [120] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table2-data1.xlsx Dmelanogaster 1 44443"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [121] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table2-data1.xlsx Dmelanogaster 6 44444 44444 44441 44441 44440 44440"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [122] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table2-data1.xlsx Dmelanogaster 1 44443"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [123] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table2-data1.xlsx Dmelanogaster 1 44443"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [124] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table2-data1.xlsx Dmelanogaster 1 44443"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [125] "PMC8367384 /pmc/articles/PMC8367384/bin/elife-69937-table2-data1.xlsx Dmelanogaster 1 44441"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [126] "PMC8370613 /pmc/articles/PMC8370613/bin/pbio.3001364.s029.xlsx Hsapiens 1 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [127] "PMC8370613 /pmc/articles/PMC8370613/bin/pbio.3001364.s030.xlsx Hsapiens 1 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [128] "PMC8369824 /pmc/articles/PMC8369824/bin/Table_1.xlsx Hsapiens 2 44450 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [129] "PMC8361881 /pmc/articles/PMC8361881/bin/13059_2021_2439_MOESM2_ESM.xlsx Hsapiens 7 39508 38412 37316 39142 37500 40057 40422"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [130] "PMC8361107 /pmc/articles/PMC8361107/bin/41598_2021_95637_MOESM1_ESM.xlsx Hsapiens 9 44256 44263 44443 44256 44440 44262 44265 44454 44453"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [131] "PMC8361107 /pmc/articles/PMC8361107/bin/41598_2021_95637_MOESM1_ESM.xlsx Hsapiens 2 43897 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [132] "PMC8361107 /pmc/articles/PMC8361107/bin/41598_2021_95637_MOESM2_ESM.xlsx Hsapiens 8 44265 44257 44448 44443 44262 44453 44256 44263"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [133] "PMC8361107 /pmc/articles/PMC8361107/bin/41598_2021_95637_MOESM2_ESM.xlsx Hsapiens 10 44453 44448 44257 44265 44262 44256 44443 44440 44263 44256"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [134] "PMC8359384 /pmc/articles/PMC8359384/bin/MEC-30-3645-s003.xlsx Ggallus 1 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [135] "PMC8365341 /pmc/articles/PMC8365341/bin/Data_Sheet_2.xlsx Hsapiens 7 44264 44448 44447 44258 44442 44444 44445"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [136] "PMC8350897 /pmc/articles/PMC8350897/bin/EMMM-13-e12881-s002.xlsx Hsapiens 2 39326 37500"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [137] "PMC8350897 /pmc/articles/PMC8350897/bin/EMMM-13-e12881-s004.xlsx Hsapiens 1 39508"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [138] "PMC8350897 /pmc/articles/PMC8350897/bin/EMMM-13-e12881-s010.xlsx Hsapiens 2 37500 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [139] "PMC8350412 /pmc/articles/PMC8350412/bin/mmc2.xlsx Mmusculus 1 44085"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [140] "PMC8350206 /pmc/articles/PMC8350206/bin/JCSM-12-1064-s004.xlsx Hsapiens 57 39508 40057 38047 39326 40057 36951 36951 40787 39326 38777 40057 40057 40057 40422 38047 40057 40057 40422 40057 40057 40057 40057 40057 36951 40057 39692 40057 40057 40057 40057 40057 40057 39692 38047 37500 37316 40057 40057 40057 38777 40057 39508 40422 40057 38777 40422 40787 37316 40057 40057 38412 40057 40057 40238 40238 40057 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [141] "PMC8350206 /pmc/articles/PMC8350206/bin/JCSM-12-1064-s004.xlsx Hsapiens 11 40057 40057 36951 38047 40057 40422 40057 40057 40057 38777 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [142] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s001.xlsx Mmusculus 129 43894 43891 43891 43891 43891 43891 43891 43891 43891 43891 43891 44084 43899 44078 43900 43900 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 43901 43901 43901 43901 43901 43901 43896 43896 43896 43896 43896 43896 44077 44077 44077 44079 43893 43893 43893 43895 43897 43897 43897 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44075 44075 44075 43891 43891 43891 44081 44081 44081 44081 44081 44081 44081 44081"                                                                                                                                                                                                                                          
## [143] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s003.xlsx Mmusculus 4 43900 44083 44083 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [144] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s004.xlsx Mmusculus 4 44082 43898 44084 43893"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [145] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s005.xlsx Mmusculus 3 44106 44108 44110"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [146] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s005.xlsx Mmusculus 3 44106 44108 44108"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [147] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s007.xlsx Mmusculus 97 43899 44084 44084 43900 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44082 44082 44082 44078 43896 43896 43896 43896 43896 43896 43896 44077 44079 44086 43892 43892 43892 43893 43893 43893 43895 43891 43891 43892 43892 43892 43892 43892 43892 43894 44076 44076 43897 43897 43897 43897 43897 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44075 44075 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44080 44080 44080 44080 44080 44080 44080 44080"                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [148] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s008.xlsx Mmusculus 97 43899 44084 44084 43900 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44082 44082 44082 44078 43896 43896 43896 43896 43896 43896 43896 44077 44079 44086 43892 43892 43892 43893 43893 43893 43895 43891 43891 43892 43892 43892 43892 43892 43892 43894 44076 44076 43897 43897 43897 43897 43897 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44075 44075 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44081 44080 44080 44080 44080 44080 44080 44080 44080"                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [149] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s009.xlsx Mmusculus 1 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [150] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s010.xlsx Mmusculus 3 44106 44110 44108"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [151] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s010.xlsx Mmusculus 3 44106 44108 44108"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [152] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s012.xlsx Hsapiens 3 44110 44108 44106"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [153] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s012.xlsx Hsapiens 3 44108 44108 44106"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [154] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s013.xlsx Mmusculus 129 43894 43891 43891 43891 43891 43891 43891 43891 43891 43891 43891 44084 43899 44078 43900 43900 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 44083 43901 43901 43901 43901 43901 43901 43896 43896 43896 43896 43896 43896 44077 44077 44077 44079 43893 43893 43893 43895 43897 43897 43897 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44085 44075 44075 44075 43891 43891 43891 44081 44081 44081 44081 44081 44081 44081 44081"                                                                                                                                                                                                                                          
## [155] "PMC8339674 /pmc/articles/PMC8339674/bin/EMBR-22-e52716-s015.xlsx Mmusculus 4 44082 43898 44084 43893"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [156] "PMC8363306 /pmc/articles/PMC8363306/bin/Table1.xls Hsapiens 1 2020/09/06"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [157] "PMC8363264 /pmc/articles/PMC8363264/bin/Table_1.XLSX Hsapiens 80 44445 44445 44445 44445 44531 44453 44446 44446 44446 44266 44447 44447 44447 44447 44447 44447 44258 44261 44261 44261 44450 44256 44256 44442 44442 44444 44444 44441 44441 44441 44441 44441 44441 44259 44262 44262 44262 44262 44449 44449 44449 44257 44257 44257 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44448 44265 44265 44265 44265 44443 44443 44443 44443 44443 44443 44443 44443 44443 44451 44451 44440 44264 44260 44263 44263 44263 44454 44454 44256 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [158] "PMC8362953 /pmc/articles/PMC8362953/bin/ppat.1009812.s010.xlsx Mmusculus 21 43168 43162 43348 43164 43167 43161 43351 43165 43161 43345 43166 43352 43350 43347 43353 43344 43354 43349 43160 43160 43346"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [159] "PMC8352983 /pmc/articles/PMC8352983/bin/41392_2021_713_MOESM2_ESM.xlsx Hsapiens 28 43720 43529 43709 43535 43722 43527 43710 43525 43532 43534 43526 43533 43526 43716 43531 43530 43715 43800 43718 43713 43712 43723 43711 43719 43525 43528 43717 43714"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [160] "PMC8352983 /pmc/articles/PMC8352983/bin/41392_2021_713_MOESM2_ESM.xlsx Hsapiens 14 43897 43898 43893 43891 43892 43895 43891 43896 43899 43900 43892 43894 44166 43901"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [161] "PMC8352983 /pmc/articles/PMC8352983/bin/41392_2021_713_MOESM2_ESM.xlsx Ggallus 32 44084 44076 44088 43893 44088 43892 43895 44088 44075 44088 44088 43900 44088 44078 44088 44088 44088 44088 44088 44088 43900 44088 44088 44084 44076 44088 44088 44088 44088 44088 44088 44088"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [162] "PMC8325267 /pmc/articles/PMC8325267/bin/pnas.2104758118.sd02.xlsx Hsapiens 4 43898 43899 44075 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [163] "PMC8325267 /pmc/articles/PMC8325267/bin/pnas.2104758118.sd02.xlsx Hsapiens 1 43895"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [164] "PMC8325244 /pmc/articles/PMC8325244/bin/pnas.2102344118.sd02.xlsx Mmusculus 14 44446 44447 44449 44443 44442 44451 44260 44262 44256 44454 44264 44445 44448 44444"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [165] "PMC8323604 /pmc/articles/PMC8323604/bin/peerj-09-11872-s001.xlsx Hsapiens 1 44076"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [166] "PMC8358448 /pmc/articles/PMC8358448/bin/Table_1.XLSX Hsapiens 1 43716"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [167] "PMC8358448 /pmc/articles/PMC8358448/bin/Table_1.XLSX Hsapiens 1 43719"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [168] "PMC8358448 /pmc/articles/PMC8358448/bin/Table_1.XLSX Ggallus 1 43716"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [169] "PMC8358448 /pmc/articles/PMC8358448/bin/Table_3.XLSX Hsapiens 5 43711 43525 43525 43717 43525"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [170] "PMC8302675 /pmc/articles/PMC8302675/bin/41398_2021_1527_MOESM1_ESM.xlsx Hsapiens 1 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [171] "PMC8302675 /pmc/articles/PMC8302675/bin/41398_2021_1527_MOESM1_ESM.xlsx Hsapiens 1 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [172] "PMC8302675 /pmc/articles/PMC8302675/bin/41398_2021_1527_MOESM1_ESM.xlsx Hsapiens 2 36951 39508"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [173] "PMC8302675 /pmc/articles/PMC8302675/bin/41398_2021_1527_MOESM1_ESM.xlsx Hsapiens 1 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [174] "PMC8302675 /pmc/articles/PMC8302675/bin/41398_2021_1527_MOESM1_ESM.xlsx Hsapiens 2 36951 39508"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [175] "PMC8298472 /pmc/articles/PMC8298472/bin/42003_2021_2356_MOESM4_ESM.xlsx Hsapiens 3 43898 43892 44082"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [176] "PMC8357189 /pmc/articles/PMC8357189/bin/NIHMS1726847-supplement-2.xlsx Mmusculus 8 43893 44081 44084 44085 43895 43897 43901 43896"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [177] "PMC8355892 /pmc/articles/PMC8355892/bin/Table_1.xlsx Hsapiens 1 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [178] "PMC8355820 /pmc/articles/PMC8355820/bin/Table_1.xlsx Hsapiens 3 41699 41701 41886"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [179] "PMC8355820 /pmc/articles/PMC8355820/bin/Table_2.xlsx Hsapiens 4 41699 41702 41707 41883"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [180] "PMC8355820 /pmc/articles/PMC8355820/bin/Table_4.xlsx Hsapiens 5 41699 41700 41701 41707 41883"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [181] "PMC8355708 /pmc/articles/PMC8355708/bin/Data_Sheet_1.xlsx Hsapiens 1 44263"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [182] "PMC8355708 /pmc/articles/PMC8355708/bin/Data_Sheet_1.xlsx Hsapiens 1 44258"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [183] "PMC8355708 /pmc/articles/PMC8355708/bin/Data_Sheet_1.xlsx Hsapiens 1 44258"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [184] "PMC8355708 /pmc/articles/PMC8355708/bin/Data_Sheet_1.xlsx Hsapiens 1 44258"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [185] "PMC8355708 /pmc/articles/PMC8355708/bin/Data_Sheet_1.xlsx Hsapiens 1 44263"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [186] "PMC8355708 /pmc/articles/PMC8355708/bin/Data_Sheet_1.xlsx Hsapiens 1 44263"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [187] "PMC8355218 /pmc/articles/PMC8355218/bin/41598_2021_95085_MOESM1_ESM.xlsx Athaliana 49 39661 37530 38261 37165 39661 37165 37895 14332 14332 14332 39295 38565 14331 38261 37316 14333 37165 39295 42248 38565 39356 38261 39661 37135 38930 38261 37104 37104 14312 37712 37469 39295 38200 39356 38261 37834 39661 38930 37530 38261 37712 36982 36982 14335 37347 38261 39661 39661 14336"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [188] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig4-figsupp1-data1.xlsx Mmusculus 13 37500 38412 38596 38777 38961 39326 39692 40057 40422 40603 40787 41883 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [189] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig4-figsupp1-data1.xlsx Mmusculus 11 37500 38412 38596 38777 38961 39326 39692 40057 40422 40787 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [190] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig4-figsupp1-data1.xlsx Mmusculus 11 37500 38412 38596 38777 38961 39326 39692 40057 40422 40787 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [191] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig4-figsupp1-data1.xlsx Mmusculus 11 37500 38412 38596 38777 38961 39326 39692 40057 40422 40787 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [192] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig4-figsupp1-data1.xlsx Mmusculus 11 37500 38412 38596 38777 38961 39326 39692 40057 40422 40787 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [193] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig4-figsupp1-data1.xlsx Mmusculus 11 37500 38412 38596 38777 38961 39326 39692 40057 40422 40787 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [194] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig4-figsupp1-data1.xlsx Mmusculus 13 37500 38412 38596 38777 38961 39326 39692 40057 40422 40603 40787 41883 42248"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [195] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig5-data1.xlsx Mmusculus 1 36951"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [196] "PMC8352595 /pmc/articles/PMC8352595/bin/elife-65104-fig5-data3.xlsx Mmusculus 14 38777 40787 39508 39692 40057 39142 37316 39873 39326 40422 37316 38412 37681 37135"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [197] "PMC8346669 /pmc/articles/PMC8346669/bin/mmc3.xlsx Mmusculus 5 36951 38777 36951 38777 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [198] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc10.xlsx Hsapiens 1 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [199] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc10.xlsx Hsapiens 1 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [200] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 2 37043 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [201] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 1 37316"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [202] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 6 37043 37681 37408 37196 37561 11383"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [203] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 2 37681 37681"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [204] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 2 37043 37196"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [205] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 4 37043 37408 37773 37196"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [206] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 4 37043 37408 37773 38139"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [207] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 4 37043 38231 37408 15220"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [208] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc13.xlsx Hsapiens 2 38231 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [209] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc1.xlsx Hsapiens 3 40787 40787 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [210] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc2.xlsx Hsapiens 1 40787"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [211] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc3.xlsx Hsapiens 6 40422 40057 40057 40787 40057 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [212] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc3.xlsx Hsapiens 11 40422 40057 40057 40787 40787 40787 40057 40057 40057 40057 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [213] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc3.xlsx Ggallus 6 37135 40057 39873 38047 40787 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [214] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc7.xlsx Hsapiens 2 40787 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [215] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc7.xlsx Hsapiens 2 40787 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [216] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc8.xlsx Hsapiens 22 37043 37408 37196 40787 37773 38139 39326 38504 38869 26177 26543 39234 37500 39600 37561 26908 39965 36951 40330 38961 40695 27273"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [217] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc8.xlsx Hsapiens 10 40787 40787 39326 39326 39326 37500 39326 36951 38961 39326"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [218] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc9.xlsx Hsapiens 26 40787 39326 37196 37561 37043 26177 37408 26543 37773 38139 40422 26908 27273 38504 38869 39234 27638 40057 39600 28004 37500 37316 39142 44440 38777 33482"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [219] "PMC8343164 /pmc/articles/PMC8343164/bin/mmc9.xlsx Hsapiens 21 40787 39326 40787 39326 40787 39326 40422 40787 39326 39326 39326 40057 40422 39326 37500 37316 39142 37500 38777 40422 40057"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [220] "PMC8354477 /pmc/articles/PMC8354477/bin/pgen.1009679.s015.xlsx Hsapiens 7 2002-03-01 2005-03-01 2012-09-01 2002-09-01 2003-09-01 2004-09-01 2008-09-01"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [221] "PMC8354477 /pmc/articles/PMC8354477/bin/pgen.1009679.s017.xlsx Hsapiens 26 2001-12-01 2001-03-01 2002-03-01 2001-03-01 2010-03-01 2011-03-01 2002-03-01 2003-03-01 2004-03-01 2005-03-01 2006-03-01 2007-03-01 2008-03-01 2009-03-01 2015-09-01 2001-09-01 2010-09-01 2011-09-01 2002-09-01 2003-09-01 2004-09-01 2005-09-01 2006-09-01 2007-09-01 2008-09-01 2009-09-01"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [222] "PMC8353793 /pmc/articles/PMC8353793/bin/13024_2021_475_MOESM13_ESM.xlsx Dmelanogaster 1 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [223] "PMC8353793 /pmc/articles/PMC8353793/bin/13024_2021_475_MOESM13_ESM.xlsx Dmelanogaster 1 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [224] "PMC8353259 /pmc/articles/PMC8353259/bin/Table_5.XLSX Hsapiens 5 44447 44450 44441 44261 44446"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [225] "PMC8352870 /pmc/articles/PMC8352870/bin/41598_2021_95618_MOESM2_ESM.xlsx Ggallus 4 43800 43800 43800 43800"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
## [226] "PMC8351597 /pmc/articles/PMC8351597/bin/Table_2.xlsx Hsapiens 16 2021-03-02 2021-03-09 2021-09-09 2021-09-12 2021-09-04 2021-09-08 2021-03-06 2021-09-02 2021-03-07 2021-09-06 2021-09-10 2021-12-01 2021-03-08 2021-03-01 2021-09-07 2021-09-11"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [227] "PMC8351597 /pmc/articles/PMC8351597/bin/Table_2.xlsx Hsapiens 16 2021-03-02 2021-03-09 2021-09-09 2021-09-12 2021-09-06 2021-03-03 2021-09-08 2021-03-06 2021-09-02 2021-03-08 2021-12-01 2021-09-10 2021-03-07 2021-03-01 2021-09-11 2021-09-07"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [228] "PMC8351597 /pmc/articles/PMC8351597/bin/Table_3.xlsx Hsapiens 3 2021-03-01 2021-09-07 2021-09-11"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [229] "PMC8333778 /pmc/articles/PMC8333778/bin/MOL2-15-2046-s001.xlsx Hsapiens 28 41342 41341 41339 41343 41338 41340 41521 41338 41519 41338 41337 41529 41339 41520 41340 41338 41524 41522 41522 41341 41519 41520 41340 41529 41520 41519 41339 41520"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [230] "PMC8326637 /pmc/articles/PMC8326637/bin/sj-xlsx-1-imr-10.1177_03000605211029521.xlsx Hsapiens 10 44262 44258 44531 44261 44256 44264 44263 44260 44259 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [231] "PMC8346036 /pmc/articles/PMC8346036/bin/Table_1.XLSX Hsapiens 41 44264 44446 44262 44446 44260 44261 44258 44449 44445 44442 44260 44257 44449 44444 44531 44441 44454 44257 44445 44441 44448 44443 44447 44256 44446 44257 44258 44442 44451 44259 44256 44531 44265 44261 44440 44448 44256 44453 44450 44441 44444"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [232] "PMC8346036 /pmc/articles/PMC8346036/bin/Table_1.XLSX Hsapiens 27 44256 44445 44260 44447 44257 44256 44259 44263 44266 44261 44450 44440 44264 44443 44262 44453 44258 44449 44531 44441 44442 44448 44451 44265 44454 44446 44266"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [233] "PMC8345867 /pmc/articles/PMC8345867/bin/pgen.1009684.s001.xls Hsapiens 1 44082"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [234] "PMC8345867 /pmc/articles/PMC8345867/bin/pgen.1009684.s004.xls Hsapiens 6 44450 44450 44450 44257 44450 44263"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [235] "PMC8345867 /pmc/articles/PMC8345867/bin/pgen.1009684.s006.xls Hsapiens 2 44256 44447"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [236] "PMC8344067 /pmc/articles/PMC8344067/bin/NIHMS1722142-supplement-2.xlsx Dmelanogaster 5 43800 43709 43710 43713 43712"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [237] "PMC8344067 /pmc/articles/PMC8344067/bin/NIHMS1722142-supplement-2.xlsx Dmelanogaster 5 44166 44075 44076 44079 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [238] "PMC8344067 /pmc/articles/PMC8344067/bin/NIHMS1722142-supplement-2.xlsx Dmelanogaster 2 43710 43713"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [239] "PMC8344058 /pmc/articles/PMC8344058/bin/Table_1.XLSX Hsapiens 11 43161 43346 43347 43349 43344 43350 43163 43165 43358 43353 43164"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
## [240] "PMC8340308 /pmc/articles/PMC8340308/bin/NIHMS1720095-supplement-2.xlsx Hsapiens 5 42256 42071 42066 42064 42065"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## [241] "PMC8333418 /pmc/articles/PMC8333418/bin/41598_2021_95051_MOESM1_ESM.xlsx Hsapiens 1 44261"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [242] "PMC8295287 /pmc/articles/PMC8295287/bin/41419_2021_4000_MOESM4_ESM.xlsx Hsapiens 19 43712 43715 43531 43717 43526 43526 43711 43534 43528 43715 43533 43534 43717 43717 43717 43710 43716 43717 43529"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [243] "PMC8295287 /pmc/articles/PMC8295287/bin/41419_2021_4000_MOESM4_ESM.xlsx Hsapiens 12 43712 43526 43529 43535 43531 43710 43719 43717 43532 43532 43717 43711"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [244] "PMC8295287 /pmc/articles/PMC8295287/bin/41419_2021_4000_MOESM4_ESM.xlsx Hsapiens 2 43712 43715"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [245] "PMC8295287 /pmc/articles/PMC8295287/bin/41419_2021_4000_MOESM4_ESM.xlsx Hsapiens 1 43717"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [246] "PMC8336464 /pmc/articles/PMC8336464/bin/Table_3.xlsx Hsapiens 4 44266 44444 44444 44257"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [247] "PMC8335167 /pmc/articles/PMC8335167/bin/Data_Sheet_1.xlsx Hsapiens 24 44531 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [248] "PMC8335167 /pmc/articles/PMC8335167/bin/Data_Sheet_1.xlsx Hsapiens 26 44260 44443 44448 44451 44264 44450 44265 44256 44266 44440 44453 44263 44259 44262 44257 44531 44454 44449 44256 44447 44446 44442 44261 44258 44257 44441"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [249] "PMC8335167 /pmc/articles/PMC8335167/bin/Data_Sheet_1.xlsx Hsapiens 24 44531 44256 44265 44266 44257 44258 44259 44260 44261 44262 44263 44264 44454 44440 44449 44450 44451 44453 44441 44442 44443 44446 44447 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [250] "PMC8335167 /pmc/articles/PMC8335167/bin/Data_Sheet_1.xlsx Hsapiens 26 44440 44454 44264 44447 44531 44257 44441 44446 44256 44260 44263 44261 44450 44266 44443 44258 44259 44257 44442 44256 44451 44262 44265 44453 44449 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [251] "PMC8321682 /pmc/articles/PMC8321682/bin/LSA-2020-00996_TableS3.xls Dmelanogaster 3 37135 37500 38231"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [252] "PMC8321653 /pmc/articles/PMC8321653/bin/LSA-2021-01019_TableS1.xlsx Hsapiens 1 37226"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [253] "PMC8330917 /pmc/articles/PMC8330917/bin/pgen.1009681.s011.xlsx Hsapiens 23 40787 38961 39692 37316 37681 39142 39873 41883 39326 40057 38412 37316 37500 36951 38777 40422 37865 38231 39508 40238 40603 37226 38047"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
## [254] "PMC8329287 /pmc/articles/PMC8329287/bin/41418_2021_769_MOESM9_ESM.xlsx Hsapiens 22 44256 44256 44449 44266 44266 44450 44450 44257 44257 44259 44259 44260 44261 44262 44262 44446 44446 44446 44264 44264 44448 44448"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
## [255] "PMC8329071 /pmc/articles/PMC8329071/bin/41598_2021_95009_MOESM6_ESM.xlsx Hsapiens 4 38200 37104 37834 37469"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
## [256] "PMC8322386 /pmc/articles/PMC8322386/bin/41467_2021_24919_MOESM3_ESM.xls Hsapiens 33 44166 43891 43892 43891 43891 43900 43901 43892 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44075 44084 44085 44086 44088 44076 44077 44078 44078 44079 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [257] "PMC8322386 /pmc/articles/PMC8322386/bin/41467_2021_24919_MOESM3_ESM.xls Hsapiens 33 44166 43891 43892 43891 43891 43900 43901 43892 43892 43893 43894 43895 43896 43897 43898 43899 44089 44075 44075 44084 44085 44086 44088 44076 44077 44078 44078 44079 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [258] "PMC8316582 /pmc/articles/PMC8316582/bin/41467_2021_24824_MOESM5_ESM.xlsx Hsapiens 12 43897 43893 43901 43896 43899 43891 43900 43892 44166 43898 43895 43894"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [259] "PMC8316576 /pmc/articles/PMC8316576/bin/41467_2021_24800_MOESM8_ESM.xlsx Mmusculus 7 9-Sep 9-Sep 9-Sep 9-Sep 8-Sep 3-Mar 3-Mar"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [260] "PMC8316576 /pmc/articles/PMC8316576/bin/41467_2021_24800_MOESM9_ESM.xlsx Mmusculus 40 1-Mar 1-Mar 10-Mar 10-Mar 10-Mar 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 9-Sep 8-Sep 8-Sep 4-Sep 5-Sep 5-Sep 5-Sep 12-Sep 3-Mar 3-Mar 3-Mar 3-Mar 11-Sep 11-Sep 11-Sep 1-Sep"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
## [261] "PMC8316550 /pmc/articles/PMC8316550/bin/41467_2021_24482_MOESM12_ESM.xlsx Hsapiens 2 44079 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [262] "PMC8316550 /pmc/articles/PMC8316550/bin/41467_2021_24482_MOESM12_ESM.xlsx Hsapiens 7 44079 44079 44079 44079 44079 44079 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [263] "PMC8316454 /pmc/articles/PMC8316454/bin/41467_2021_24781_MOESM5_ESM.xlsx Hsapiens 22 43891 43892 43891 43892 43893 43894 43895 43896 43897 43898 43899 44089 44084 44085 44076 44077 44078 44079 44080 44081 44082 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [264] "PMC8316454 /pmc/articles/PMC8316454/bin/41467_2021_24781_MOESM6_ESM.xlsx Hsapiens 1 43344"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [265] "PMC8316454 /pmc/articles/PMC8316454/bin/41467_2021_24781_MOESM7_ESM.xlsx Hsapiens 1 43901"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [266] "PMC8316454 /pmc/articles/PMC8316454/bin/41467_2021_24781_MOESM8_ESM.xlsx Hsapiens 1 44086"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
## [267] "PMC8327752 /pmc/articles/PMC8327752/bin/Table_1.XLSX Hsapiens 12 43896 43897 43893 43892 43895 43899 44166 43891 43901 43894 43898 43900"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
## [268] "PMC8327752 /pmc/articles/PMC8327752/bin/Table_1.XLSX Hsapiens 3 43896 43897 43893"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [269] "PMC8327752 /pmc/articles/PMC8327752/bin/Table_1.XLSX Hsapiens 3 43897 43893 43896"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [270] "PMC8327752 /pmc/articles/PMC8327752/bin/Table_1.XLSX Hsapiens 1 44262"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
## [271] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43900 44075 43894 43899 44079 44080 43896 43901 44086 43898 44166 44077 43891 43892 44088 43893 44083 44078 44081 43897 44089 44084 43895 44076 44082 44085"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [272] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 44079 44080 44075 43894 44078 43900 43901 43898 44077 43891 43892 44081 43899 44166 44086 44089 44088 43893 44085 44083 44082 43896 44076 43895 43897 44084"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [273] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43899 43900 44166 44088 44083 43895 43896 43893 44086 43901 43897 44079 44077 44084 43892 43894 44089 44076 44075 44081 43898 44082 44078 44085 43891 44080"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [274] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 44089 43897 44076 44081 43895 44085 44084 43891 44088 44166 43893 44075 43896 44080 44086 44078 43898 43892 44077 44082 44083 43901 43900 44079 43894 43899"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [275] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43897 43898 44085 44084 44076 44081 43896 43891 43895 44082 44089 44080 44077 44166 43901 43893 43894 44088 44078 44086 44075 44079 43900 44083 43892 43899"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [276] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43898 43896 43901 43893 43897 43891 44166 43894 44080 44086 44084 43895 44076 44075 44077 44081 44088 43900 44085 44078 43899 44089 44082 44079 44083 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [277] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43898 43891 44080 43896 43897 44082 44085 44084 44081 44076 44078 44075 43893 43894 44077 43901 44079 43895 44166 44086 44089 44088 43900 43899 43892 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [278] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 44089 44083 43895 43897 44081 44084 43896 44086 44076 43900 44166 43893 43891 44088 43899 44082 44085 44075 44080 43901 44077 43894 43898 44078 44079 43892"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [279] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43898 43895 43896 44084 44076 44085 43897 43891 44081 43893 44082 44080 44166 43901 44088 44089 44086 44077 43894 44075 44083 44078 43900 44079 43892 43899"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [280] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43897 44083 44089 44081 43895 44166 44076 44082 44085 44084 44088 43891 44075 44078 43892 43896 43900 43899 44080 44077 44086 44079 43893 43898 43901 43894"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [281] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 44083 43895 44084 44088 43896 43897 44085 43899 44076 44082 44166 44089 43900 44086 44081 43893 43891 43892 43898 43901 44077 44080 44075 43894 44079 44078"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [282] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43532 43530 43715 43525 43716 43528 43710 43719 43718 43535 43711 43714 43713 43531 43534 43527 43712 43723 43720 43800 43722 43709 43529 43533 43717 43526"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [283] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43897 44084 43895 44076 44089 44085 44081 44082 44088 44083 44166 43896 43893 43891 43900 44086 43899 44077 44078 43898 44080 43892 43901 44075 43894 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [284] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43891 44080 44075 44078 44081 44089 44079 43901 44076 43898 43897 43894 44085 43892 44082 43895 44166 44077 43893 44083 43900 44086 43896 43899 44088 44084"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [285] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43898 43896 44085 44084 44081 44076 43897 44089 43891 43895 44082 44077 44088 44080 44166 43901 43894 44086 44083 43893 43900 44075 44078 44079 43892 43899"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [286] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 44075 43901 43891 43897 44080 43898 43894 43900 44086 43893 43896 44077 44078 44081 43895 44084 44076 44089 44166 44083 44079 43899 44085 44088 43892 44082"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [287] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43897 43896 44089 43891 44084 44076 43893 43898 44075 44080 44085 43895 44086 44081 44083 44088 44166 44082 44077 44078 43892 43901 43900 43894 43899 44079"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [288] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 44079 43901 43894 44083 43900 44088 43898 44089 44080 44077 44075 44081 44166 44086 43892 44085 44078 43891 44076 44084 44082 43899 43897 43896 43895 43893"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [289] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43898 44085 43891 44076 44081 44084 43897 43896 44082 44080 43901 44077 44166 43894 43895 44078 44089 44088 43893 44075 44079 44086 43900 44083 43892 43899"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [290] "PMC8325265 /pmc/articles/PMC8325265/bin/12967_2021_3001_MOESM10_ESM.xlsx Hsapiens 26 43898 44081 44085 44076 44082 43891 44077 44078 44080 43894 44079 44089 44084 43901 43896 43897 44166 44075 43900 44088 43895 43893 44086 43892 43899 44083"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
## [291] "PMC8325178 /pmc/articles/PMC8325178/bin/13046_2021_2037_MOESM3_ESM.xlsx Hsapiens 2 42248 38961"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## [292] "PMC8324785 /pmc/articles/PMC8324785/bin/41398_2021_1480_MOESM2_ESM.xlsx Hsapiens 15 37135 37500 41883 37226 38231 41153 40057 40787 42248 40422 38108 39326 39692 37012 37865"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
## [293] "PMC8323712 /pmc/articles/PMC8323712/bin/cir-144-353-s002.xlsx Hsapiens 13 44082 44078 44075 43897 44085 43898 43892 43892 44076 43895 44086 44081 44084"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
## [294] "PMC8323712 /pmc/articles/PMC8323712/bin/cir-144-353-s002.xlsx Hsapiens 13 44085 44082 44084 44086 44081 44076 43898 44078 43897 43895 43892 43892 44075"

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 Dmelanogaster        Drerio       Ggallus      Hsapiens 
##             1            19             1             5           224 
##     Mmusculus   Rnorvegicus 
##            37             7
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
DIST <- table(sapply(strsplit(ERROR_GENELISTS," "),"[[",1))
DIST
## 
## PMC8295287 PMC8298472 PMC8302675 PMC8316454 PMC8316550 PMC8316576 PMC8316582 
##          4          1          5          4          2          2          1 
## PMC8321653 PMC8321682 PMC8322386 PMC8323604 PMC8323712 PMC8324785 PMC8325178 
##          1          1          2          1          2          1          1 
## PMC8325244 PMC8325265 PMC8325267 PMC8326637 PMC8327752 PMC8329071 PMC8329287 
##          1         20          2          1          4          1          1 
## PMC8330917 PMC8333418 PMC8333778 PMC8335167 PMC8336464 PMC8339674 PMC8340308 
##          1          1          1          4          1         14          1 
## PMC8343164 PMC8344058 PMC8344067 PMC8345867 PMC8346036 PMC8346558 PMC8346570 
##         22          1          3          3          2          4          1 
## PMC8346669 PMC8350206 PMC8350412 PMC8350897 PMC8351575 PMC8351597 PMC8352595 
##          1          2          1          3          1          3          9 
## PMC8352870 PMC8352983 PMC8353259 PMC8353793 PMC8354477 PMC8355218 PMC8355708 
##          1          3          1          2          2          1          6 
## PMC8355820 PMC8355892 PMC8356190 PMC8357189 PMC8357785 PMC8357835 PMC8357957 
##          3          1          1          1          1          2          1 
## PMC8358448 PMC8359384 PMC8361032 PMC8361094 PMC8361107 PMC8361881 PMC8362890 
##          4          1          1         10          4          1          1 
## PMC8362953 PMC8363264 PMC8363306 PMC8363664 PMC8365341 PMC8366456 PMC8367384 
##          1          1          1          2          1          1         13 
## PMC8369001 PMC8369824 PMC8370613 PMC8371109 PMC8372368 PMC8378686 PMC8379442 
##          2          1          2          1          8          3          1 
## PMC8379831 PMC8381363 PMC8383299 PMC8384091 PMC8384175 PMC8386026 PMC8386078 
##          1          1          2          1         47          1          2 
## PMC8386171 PMC8386547 PMC8386872 PMC8387103 PMC8389471 
##          2          1          2          7          4
summary(as.numeric(DIST))
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   1.000   1.000   3.303   3.000  47.000
hist(DIST,main="Number of affected Excel files per paper")

# PMC Articles with the most errors
DIST_DF <- as.data.frame(DIST)
DIST_DF <- DIST_DF[order(-DIST_DF$Freq),,drop=FALSE]
head(DIST_DF,20)
##          Var1 Freq
## 82 PMC8384175   47
## 29 PMC8343164   22
## 16 PMC8325265   20
## 27 PMC8339674   14
## 70 PMC8367384   13
## 60 PMC8361094   10
## 42 PMC8352595    9
## 75 PMC8372368    8
## 88 PMC8387103    7
## 49 PMC8355708    6
## 3  PMC8302675    5
## 1  PMC8295287    4
## 4  PMC8316454    4
## 19 PMC8327752    4
## 25 PMC8335167    4
## 34 PMC8346558    4
## 57 PMC8358448    4
## 61 PMC8361107    4
## 89 PMC8389471    4
## 31 PMC8344067    3
MOST_ERR_FILES = as.character(DIST_DF[1,1])
MOST_ERR_FILES
## [1] "PMC8384175"
# Number of errors per paper
NERR <- as.numeric(sapply(strsplit(ERROR_GENELISTS," "),"[[",4))
names(NERR) <- sapply(strsplit(ERROR_GENELISTS," "),"[[",1)
NERR <-tapply(NERR, names(NERR), sum)
NERR
## PMC8295287 PMC8298472 PMC8302675 PMC8316454 PMC8316550 PMC8316576 PMC8316582 
##         34          3          7         25          9         47         12 
## PMC8321653 PMC8321682 PMC8322386 PMC8323604 PMC8323712 PMC8324785 PMC8325178 
##          1          3         66          1         26         15          2 
## PMC8325244 PMC8325265 PMC8325267 PMC8326637 PMC8327752 PMC8329071 PMC8329287 
##         14        520          5         10         19          4         22 
## PMC8330917 PMC8333418 PMC8333778 PMC8335167 PMC8336464 PMC8339674 PMC8340308 
##         23          1         28        100          4        483          5 
## PMC8343164 PMC8344058 PMC8344067 PMC8345867 PMC8346036 PMC8346558 PMC8346570 
##        139         11         12          9         68         57          3 
## PMC8346669 PMC8350206 PMC8350412 PMC8350897 PMC8351575 PMC8351597 PMC8352595 
##          5         68          1          5          7         35         96 
## PMC8352870 PMC8352983 PMC8353259 PMC8353793 PMC8354477 PMC8355218 PMC8355708 
##          4         74          5          2         33         49          6 
## PMC8355820 PMC8355892 PMC8356190 PMC8357189 PMC8357785 PMC8357835 PMC8357957 
##         12          1          1          8         25         13          3 
## PMC8358448 PMC8359384 PMC8361032 PMC8361094 PMC8361107 PMC8361881 PMC8362890 
##          8          1         28        175         29          7          5 
## PMC8362953 PMC8363264 PMC8363306 PMC8363664 PMC8365341 PMC8366456 PMC8367384 
##         21         80          1          2          7         10         30 
## PMC8369001 PMC8369824 PMC8370613 PMC8371109 PMC8372368 PMC8378686 PMC8379442 
##         28          2          2          1        119          7          1 
## PMC8379831 PMC8381363 PMC8383299 PMC8384091 PMC8384175 PMC8386026 PMC8386078 
##        167         25          8         28        684         21         18 
## PMC8386171 PMC8386547 PMC8386872 PMC8387103 PMC8389471 
##          6          1         62        104        202
hist(NERR,main="number of errors per PMC article")