Commit 90f92f69 authored by fsoubes's avatar fsoubes
Browse files

cleaning some bugs

parent 1b47a0b9
#Source https://stackoverflow.com/questions/33839543/shiny-server-session-time-out-doesnt-work
# but seems to not work
inactivity <- "function idleTimer() {
var t = setTimeout(logout, 5000);
window.onmousemove = resetTimer; // catches mouse movements
window.onmousedown = resetTimer; // catches mouse movements
window.onclick = resetTimer; // catches mouse clicks
window.onscroll = resetTimer; // catches scrolling
window.onkeypress = resetTimer; //catches keyboard actions
function logout() {
window.close(); //close the window
}
function resetTimer() {
clearTimeout(t);
t = setTimeout(logout, 5000); // time is in milliseconds (1000 is 1 second)
}
}
idleTimer();"
#The following html are sourced from https://github.com/aghozlane/shaman/blob/master/css/owncss.R
spincss <- "
#plot-container {
z-index: 0;
position: relative;
}
#loading-spinner {
position: absolute;
left: 50%;
top: 50%;
z-index: -1;
margin-top: 33px; /* half of the spinner's height */
margin-left: -33px; /* half of the spinner's width */
}
.recalculating {
z-index: -2;
background-color: #fff;
}
"
#' addNews is a function that render a pretty table for news
#'
#' @param date
#' @param title
#' @param text
#' @author Amine Ghozlane
#' Source https://github.com/aghozlane/shaman/blob/master/Rfunctions/Data_Management.R
#'
#' @return
#' @export
#'
#' @examples
#'
addNews <- function(date ="",title="",text=""){
res=list()
res$r1 = paste("<b><font size='+1'>",date,"</font></b>", " - ", "<b><font size='+1'>",title,"</font></b><br/>")
res$r2 = paste("<p><font color='grey'>",text,"</font></p><hr/>")
return(HTML(unlist(res)))
}
......@@ -147,6 +147,8 @@ position: static;
z-index: 800;
}
.shiny-output-error { visibility: visible; color: orange; font-size: larger;}
.irs-bar { height: 8px; top: 25px; border-top: 1px solid #337ab7; border-bottom: 1px solid #337ab7; background: #337ab7; } .irs-bar-edge { height: 8px; top: 25px; width: 14px; border: 1px solid #337ab7; border-right: 0; background: #337ab7; border-radius: 16px 0 0 16px; -moz-border-radius: 16px 0 0 16px; }
......@@ -210,6 +212,31 @@ div.outer {
}
}
#loading-content {
position: absolute;
background: #182b42;
opacity: 0.9;
z-index: 100;
left: 0;
right: 0;
top: 30px;
height: 100%;
text-align: center;
color: #FFFFFF;
}
#loading-content-bar {
position: absolute;
background: #182b42;
opacity: 0.9;
z-index: 100;
left: 0;
right: 0;
height: 100%;
text-align: center;
color: #FFFFFF;
}
.dt-button.buttons-columnVisibility {
background: #FF0000 !important;
color: white !important;
......@@ -257,3 +284,8 @@ a.my-tool-tip, a.my-tool-tip:hover, a.my-tool-tip:visited {
color: black;
}
......@@ -171,7 +171,7 @@ lapply(1:NROW(myentz), function(x)
davidquery <- function(entrezids, species, mycat) {
test = lapply(1:NROW(entrezids), function(x) {
david <- DAVIDWebService$new(email = "franck.soubes@inra.fr", url = "https://david.ncifcrf.gov/webservice/services/DAVIDWebService.DAVIDWebServiceHttpSoap12Endpoint/")
david <- DAVIDWebService$new(email = "get-trix@genotoul.fr", url = "https://david.ncifcrf.gov/webservice/services/DAVIDWebService.DAVIDWebServiceHttpSoap12Endpoint/")
RDAVIDWebService::setTimeOut(david, 90000)
result <-
addList(
......@@ -208,7 +208,7 @@ davidquery <- function(entrezids, species, mycat) {
davidqueryvenn <- function(entrezids, species){
david <- DAVIDWebService$new(email = "franck.soubes@inra.fr", url = "https://david.ncifcrf.gov/webservice/services/DAVIDWebService.DAVIDWebServiceHttpSoap12Endpoint/")
david <- DAVIDWebService$new(email = "get-trix@genotoul.fr", url = "https://david.ncifcrf.gov/webservice/services/DAVIDWebService.DAVIDWebServiceHttpSoap12Endpoint/")
RDAVIDWebService::setTimeOut(david, 90000)
addList(
david,
......@@ -239,7 +239,7 @@ davidqueryvenn <- function(entrezids, species){
mygotabres <- function(davtab){
lapply(seq(unique(davtab$Category)), function(x){
return(davtab %>% select(Category, Term,Fold.Enrichment,Benjamini,Count,List.Total)%>%
return(davtab %>% select(Category, Term,Fold.Enrichment,Benjamini,Count,List.Total,Pop.Hits)%>%
filter(Category == unique(davtab$Category)[[x]]) %>%
top_n(10, Fold.Enrichment) %>% arrange(desc(Fold.Enrichment))%>% tibble::rownames_to_column("Top")
)})
......
......@@ -18,6 +18,7 @@ DftoHighjson <- function(data, param) {
tempData$Topgenes <- data$Top
tempData$percent <- data$percent
unifiedData <- reshape(tempData, varying=paste0("y",1),
direction="long", idvar="Top",sep="",timevar="x")
......
......@@ -33,7 +33,7 @@ suppressPackageStartupMessages(library(x,character.only=TRUE))})
library(shinyFiles)
source("function/delayinput.R")
source("css/owncss.R")
source("css/csstips.R")
source("function/formating.R")
source("function/PCA.R")
source("function/heatmtruncated.R")
......
"" "app" "users"
"1" "server/app" "0"
"2" "server/MA_Trix_App" "0"
"3" "server/2" "1"
"4" "server/1" "1"
......@@ -76,22 +76,51 @@ shinyServer(function(input, output,session) {
return(toupper(mycol))
}
})
#findfamily <- debounce(input$findfamily, 2000)
family_input <- reactive({
input$findfamily
})
family_d <- shiny::debounce(family_input, 900)
familytopdisp <- reactive({
if(is.null(input$findfamily))
if(is.null(family_d))
return(NULL)
else{
if(!input$findfamily == ""){
genfam = grep(pattern = toupper(input$findfamily), toupper(csvf()[[3]]$GeneName)) %>% slice(csvf()[[3]],.)%>% select(GeneName) %>% unlist() %>% as.character()
if(!family_d() == ""){
genfam = grep(pattern = toupper(family_d()), toupper(csvf()[[3]]$GeneName)) %>% slice(csvf()[[3]],.)%>% select(GeneName) %>% unlist() %>% as.character()
}
else
genfam =""
return(toupper(genfam))
}
})
observe({
if(input$findfamily != ""){
shinyjs::disable("topvolc")
shinyjs::disable("fillvolc")
}
else if(input$fillvolc != ""){
shinyjs::disable("topvolc")
shinyjs::disable("findfamily")
}
else if(!is.na(input$topvolc)){
shinyjs::disable("findfamily")
shinyjs::disable("fillvolc")
}
else{
shinyjs::enable("topvolc")
shinyjs::enable("findfamily")
shinyjs::enable("fillvolc")
}
})
volcano <- reactive({
......@@ -210,11 +239,17 @@ shinyServer(function(input, output,session) {
session$sendCustomMessage(type="updatejcol", col2js)
})
jvennc_input <- reactive({
input$fill
})
jvenncol <- debounce(input$fill, 1000)
jvenncol <- shiny::debounce(jvennc_input, 500)
mycol <- reactive({
if(!input$fill == ""){
if(!jvenncol() == ""){
mycol = gsub("^\\s+|\\s+$", "", unlist(strsplit(jvenncol(), ",")))
}
......
......@@ -84,7 +84,7 @@ vennfinal <- reactive({
resfinal <- csvf()[[3]] %>%
filter(ProbeName %in% venninter()[[reordchoice]]) %>%
#filter(ProbeName %in% input$jvennlist) %>%
select(GeneName, paste0("logFC_", choix_cont())) %>%
select(ProbeName, GeneName, paste0("logFC_", choix_cont())) %>%
mutate_if(is.numeric, funs(format(., digits = 3)))
}
else if (!input$Allcont && input$dispvenn == "genes")
......
......@@ -257,7 +257,7 @@ observe({
lengthofmyclust = sapply(1:NROW(unique( hmobj$hm$cluster)),function(x)
return(length(which(hmobj$hm$cluster ==x)))) %>%
cbind(.,sapply(1:NROW(unique( hmobj$hm$cluster)),function(x)
return(length(which(mydfhmgen$cluster ==x))))) %>% as.data.frame()%>%
return(length(which(mydfhmgen$cluster ==x))))) %>% as.data.frame() %>%
setNames(.,c("total number of probes","total number of genes"))
rownames(lengthofmyclust) <- sapply(1:NROW(unique(hmobj$hm$cluster)), function(x)
return(paste("cluster", x)))
......
......@@ -4,6 +4,7 @@
### Where: GET-TRiX's facility
### Application: MATRiX is a shiny application for Microarray Analysis on Transcriptomic impact of Xenobiotics
### Licence: GPL-3.0
### TODO comment
......@@ -16,17 +17,20 @@ axisParameters <- list(
)
filteredata<- reactive({
#d <- NULL
req(myresdavitab())
# paraltest <- myresdavitab()
# cl <- makeCluster(getOption("cl.cores", 4))
# clusterExport(cl,c("paraltest"),envir=environment())
# clusterEvalQ(cl, library(dplyr))
reumdiff = lapply(1:length(myresdavitab()),function(x)return(sapply(length(myresdavitab()[[x]]$Count), function(y){
return(as.numeric(as.character(myresdavitab()[[x]]$Count))/as.numeric(as.character(myresdavitab()[[x]]$List.Total))*100)})) %>%
mutate(myresdavitab()[[x]],percent = .)) %>% rbind.fill()
return(as.numeric(as.character(myresdavitab()[[x]]$Count))/as.numeric(as.character(myresdavitab()[[x]]$Pop.Hits))*100)})) %>%
mutate(myresdavitab()[[x]],percent = .)) %>% bind_rows()#rbind.fill()
return(reumdiff)
# d = parLapply(cl, 1:length(paraltest),function(x)return(sapply(length(paraltest[[x]]$Count), function(y){
# return(as.numeric(as.character(paraltest$Count))/as.numeric(as.character(paraltest[[x]]$List.Total))*100)})) %>%
# mutate(paraltest[[x]],percent = .))
......@@ -44,7 +48,6 @@ plotDataenrichment <- reactive({
})
observe({
req(plotDataenrichment())
newData <- c(axisParameters$topcatdav, list(series=plotDataenrichment()))
......
### Author: Franck Soubès
### Bioinformatics Master Degree - University of Bordeaux, France
### Link: https://github.com/fsoubes/MA_Trix_App
### Where: GET-TRiX's facility
### Application: MATRiX is a shiny application for Microarray Analysis on Transcriptomic impact of Xenobiotics
### Licence: GPL-3.0
#https://shiny.rstudio.com/gallery/chat-room.html
# Create a spot for reactive variables specific to this particular session
......
......@@ -134,6 +134,6 @@ Venncluster <- eventReactive(input$GOvenn, {
})
})
pdf(NULL)
return(mygodavid)
})
Annotation Cluster 1 Enrichment Score: 2.9042960645335065
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0006952~defense response 18 11.612903225806452 9.493647636463781E-5 33963_AT, 34636_AT, 37454_AT, 31793_AT, 33284_AT, 1403_S_AT, 37968_AT, 32250_AT, 34623_AT, 1910_S_AT, 34546_AT, 679_AT, 35956_S_AT, 36703_AT, 37898_R_AT, 1419_G_AT, 31506_S_AT, 1372_AT, 37105_AT, 33979_AT 138 615 14116 2.993849416755037 0.13651500620751478 0.13651500620751478 0.15819894216249075
GOTERM_BP_ALL GO:0009617~response to bacterium 10 6.451612903225806 1.1016347932402029E-4 33963_AT, 32439_AT, 679_AT, 31793_AT, 1403_S_AT, 1419_G_AT, 31506_S_AT, 37105_AT, 37061_AT, 34623_AT, 34546_AT, 33979_AT 138 193 14116 5.299992490801231 0.15660690166260238 0.08163563966288545 0.1835508026354682
GOTERM_BP_ALL GO:0051704~multi-organism process 18 11.612903225806452 3.18697924173914E-4 33963_AT, 32439_AT, 1974_S_AT, 31793_AT, 1403_S_AT, 32084_AT, 35169_AT, 35373_AT, 37061_AT, 34623_AT, 1910_S_AT, 34546_AT, 32073_AT, 679_AT, 35956_S_AT, 34618_AT, 1419_G_AT, 31506_S_AT, 37105_AT, 33979_AT 138 681 14116 2.703696609844857 0.3890777142542726 0.15148018358341298 0.5301372498722312
GOTERM_BP_ALL GO:0050896~response to stimulus 53 34.193548387096776 4.19835853515614E-4 34629_AT, 33284_AT, 37968_AT, 1355_G_AT, 35956_S_AT, 1575_AT, 41280_R_AT, 33979_AT, 1974_S_AT, 38236_AT, 34636_AT, 37454_AT, 1403_S_AT, 32250_AT, 37905_R_AT, 1901_S_AT, 36766_AT, 1786_AT, 34546_AT, 37096_AT, 31512_AT, 37898_R_AT, 919_AT, 40790_AT, 1983_AT, 1372_AT, 36436_AT, 37105_AT, 966_AT, 35566_F_AT, 33963_AT, 33530_AT, 32717_AT, 33246_AT, 40186_AT, 35373_AT, 38128_AT, 37061_AT, 1910_S_AT, 679_AT, 34249_AT, 34618_AT, 37953_S_AT, 31506_S_AT, 38945_AT, 32439_AT, 38604_AT, 32680_AT, 31793_AT, 32084_AT, 967_G_AT, 34623_AT, 36703_AT, 1419_G_AT, 37166_AT, 37954_AT 138 3502 14116 1.5480760476415132 0.4775377352469806 0.1498144248150164 0.6978218804397973
GOTERM_BP_ALL GO:0051707~response to other organism 11 7.096774193548387 5.297029034594357E-4 33963_AT, 32439_AT, 31793_AT, 1403_S_AT, 34623_AT, 37061_AT, 1910_S_AT, 34546_AT, 679_AT, 1419_G_AT, 31506_S_AT, 37105_AT, 33979_AT 138 290 14116 3.879960019990005 0.5591883788428589 0.15111158426727966 0.8796780772580393
GOTERM_BP_ALL GO:0006950~response to stress 31 20.0 6.646576344013427E-4 33963_AT, 34629_AT, 33284_AT, 33246_AT, 37968_AT, 40186_AT, 1910_S_AT, 679_AT, 35956_S_AT, 41280_R_AT, 31506_S_AT, 38945_AT, 33979_AT, 1974_S_AT, 32680_AT, 38236_AT, 34636_AT, 37454_AT, 31793_AT, 1403_S_AT, 967_G_AT, 32250_AT, 37905_R_AT, 1901_S_AT, 34623_AT, 34546_AT, 36703_AT, 1419_G_AT, 37898_R_AT, 919_AT, 1372_AT, 37105_AT, 37954_AT, 966_AT 138 1685 14116 1.881890508751559 0.6422433750034057 0.15744560667931284 1.1026319171550836
GOTERM_BP_ALL GO:0042742~defense response to bacterium 7 4.516129032258064 7.71950154964808E-4 33963_AT, 679_AT, 31793_AT, 1419_G_AT, 31506_S_AT, 37105_AT, 34623_AT, 34546_AT, 33979_AT 138 112 14116 6.393115942028985 0.6969616194203718 0.15680458995268798 1.2795495447881722
GOTERM_BP_ALL GO:0009607~response to biotic stimulus 12 7.741935483870968 0.0012953066904884563 33963_AT, 1974_S_AT, 32439_AT, 31793_AT, 1403_S_AT, 34623_AT, 37061_AT, 1910_S_AT, 34546_AT, 679_AT, 1419_G_AT, 31506_S_AT, 37105_AT, 33979_AT 138 384 14116 3.1965579710144927 0.8651837068802436 0.19960436950632077 2.138269954075145
GOTERM_BP_ALL GO:0009605~response to external stimulus 20 12.903225806451612 0.0013186026197053355 33963_AT, 1974_S_AT, 38604_AT, 38236_AT, 32717_AT, 34636_AT, 37454_AT, 31793_AT, 1403_S_AT, 37968_AT, 32250_AT, 1901_S_AT, 36766_AT, 1910_S_AT, 36703_AT, 919_AT, 40790_AT, 31506_S_AT, 1372_AT, 36436_AT, 37954_AT 138 914 14116 2.2382900453493164 0.8699589173117225 0.18452987028507506 2.176330063939258
GOTERM_BP_ALL GO:0042221~response to chemical stimulus 24 15.483870967741936 0.0027974762578670213 33963_AT, 33284_AT, 35373_AT, 38128_AT, 1910_S_AT, 34618_AT, 1575_AT, 31506_S_AT, 38945_AT, 1974_S_AT, 32439_AT, 38236_AT, 31793_AT, 37454_AT, 32084_AT, 1403_S_AT, 967_G_AT, 1901_S_AT, 36766_AT, 36703_AT, 1419_G_AT, 37898_R_AT, 1983_AT, 36436_AT, 37166_AT, 966_AT 138 1281 14116 1.9164375657604453 0.9868450741424301 0.32545948977859696 4.564186334889541
GOTERM_BP_ALL GO:0009611~response to wounding 13 8.38709677419355 0.005463172860404489 33963_AT, 38236_AT, 37454_AT, 34636_AT, 1403_S_AT, 32250_AT, 37968_AT, 1901_S_AT, 1910_S_AT, 36703_AT, 919_AT, 1372_AT, 37954_AT 138 530 14116 2.5089964451736395 0.9997901716564147 0.4109983525543709 8.730543986008044
GOTERM_BP_ALL GO:0006955~immune response 15 9.67741935483871 0.007140657271797832 1974_S_AT, 33530_AT, 37454_AT, 31793_AT, 1403_S_AT, 37968_AT, 32250_AT, 37905_R_AT, 37061_AT, 1910_S_AT, 31512_AT, 679_AT, 36703_AT, 1419_G_AT, 31506_S_AT, 37105_AT, 35566_F_AT 138 690 14116 2.2236925015752993 0.9999845678763442 0.44183930969576735 11.264065407397094
GOTERM_BP_ALL GO:0002376~immune system process 19 12.258064516129032 0.007874946401560438 33963_AT, 1974_S_AT, 33530_AT, 37454_AT, 31793_AT, 1403_S_AT, 37968_AT, 32250_AT, 37905_R_AT, 1855_AT, 35373_AT, 37061_AT, 1910_S_AT, 31512_AT, 37096_AT, 679_AT, 36703_AT, 1419_G_AT, 31506_S_AT, 37105_AT, 35566_F_AT 138 998 14116 1.9474020504777674 0.9999950832249892 0.45726976451990087 12.3521353357812
GOTERM_BP_ALL GO:0006954~inflammatory response 8 5.161290322580645 0.03917619796186034 33963_AT, 36703_AT, 34636_AT, 37454_AT, 1403_S_AT, 32250_AT, 37968_AT, 1372_AT 138 325 14116 2.517904124860647 1.0 0.811726007478355 48.64696882175868
Annotation Cluster 2 Enrichment Score: 2.1347746484789973
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_CC_ALL GO:0044421~extracellular region part 24 15.483870967741936 4.324223792369107E-6 33530_AT, 33684_AT, 31621_S_AT, 33284_AT, 35367_AT, 37061_AT, 34618_AT, 31506_S_AT, 38604_AT, 31793_AT, 38691_S_AT, 37454_AT, 1403_S_AT, 32250_AT, 35169_AT, 37905_R_AT, 34623_AT, 37172_AT, 34546_AT, 36703_AT, 1890_AT, 37898_R_AT, 38508_S_AT, 2090_I_AT, 36436_AT 134 960 15908 2.9679104477611937 9.85439291824708E-4 4.928410920833626E-4 0.00553596343623175
GOTERM_CC_ALL GO:0005578~proteinaceous extracellular matrix 7 4.516129032258064 0.05215920145110169 33684_AT, 31621_S_AT, 37898_R_AT, 38508_S_AT, 35169_AT, 35367_AT, 2090_I_AT 134 320 15908 2.596921641791045 0.9999950378391941 0.7051731153453444 49.63208043767584
GOTERM_CC_ALL GO:0031012~extracellular matrix 7 4.516129032258064 0.06973302387621558 33684_AT, 31621_S_AT, 37898_R_AT, 38508_S_AT, 35169_AT, 35367_AT, 2090_I_AT 134 345 15908 2.408738914125027 0.9999999304121009 0.7467529021868291 60.36328969423597
GOTERM_MF_ALL GO:0005198~structural molecule activity 9 5.806451612903226 0.18374850407277526 35038_AT, 31621_S_AT, 34012_AT, 38482_AT, 38508_S_AT, 41280_R_AT, 35169_AT, 2090_I_AT, 37905_R_AT 132 634 15143 1.6285130484657298 1.0 0.8510278880150174 94.23849155399473
Annotation Cluster 3 Enrichment Score: 2.0592561362691755
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_MF_ALL GO:0019825~oxygen binding 6 3.870967741935484 3.3184533888079883E-5 38229_AT, 33516_AT, 1391_S_AT, 31687_F_AT, 31525_S_AT, 37166_AT 132 43 15143 16.00739957716702 0.013906504311974932 0.013906504311974932 0.04663640260714752
GOTERM_MF_ALL GO:0020037~heme binding 8 5.161290322580645 8.60219680071115E-5 34453_AT, 38229_AT, 33284_AT, 33516_AT, 1391_S_AT, 1419_G_AT, 31687_F_AT, 31525_S_AT 132 121 15143 7.584773353368394 0.03565178618244036 0.01798767124971412 0.12085062546582925
GOTERM_MF_ALL GO:0046906~tetrapyrrole binding 8 5.161290322580645 1.2861272612421832E-4 34453_AT, 38229_AT, 33284_AT, 33516_AT, 1391_S_AT, 1419_G_AT, 31687_F_AT, 31525_S_AT 132 129 15143 7.114399812074231 0.05283130072176512 0.017929996957717798 0.18063534681871385
GOTERM_MF_ALL GO:0005506~iron ion binding 11 7.096774193548387 3.4487095966765046E-4 32073_AT, 34453_AT, 34636_AT, 38229_AT, 33284_AT, 33516_AT, 1391_S_AT, 1419_G_AT, 31687_F_AT, 31525_S_AT, 37166_AT 132 308 15143 4.097132034632034 0.13546254246430411 0.035735998667099866 0.483684863939704
GOTERM_MF_ALL GO:0016705~oxidoreductase activity, acting on paired donors, with incorporation or reduction of molecular oxygen 5 3.225806451612903 0.029722517562143044 32073_AT, 34453_AT, 38229_AT, 1391_S_AT, 1419_G_AT 132 135 15143 4.248877665544332 0.9999970481653282 0.5070726784371189 34.56647363594251
GOTERM_MF_ALL GO:0004497~monooxygenase activity 4 2.5806451612903225 0.051876387100941924 34453_AT, 38229_AT, 1391_S_AT, 1419_G_AT 132 97 15143 4.730709153389566 0.9999999998274105 0.5931066693867663 52.70690886453928
GOTERM_MF_ALL GO:0009055~electron carrier activity 5 3.225806451612903 0.12511839917967008 34453_AT, 38229_AT, 1391_S_AT, 1419_G_AT, 37166_AT 132 221 15143 2.5954682572329633 1.0 0.8190100458220414 84.72439441502557
GOTERM_MF_ALL GO:0016491~oxidoreductase activity 8 5.161290322580645 0.38710316680987156 32073_AT, 34453_AT, 34636_AT, 38229_AT, 33284_AT, 1391_S_AT, 1419_G_AT, 37166_AT 132 689 15143 1.3320138980516338 1.0 0.9642840281636268 99.89734787265208
GOTERM_BP_ALL GO:0055114~oxidation reduction 8 5.161290322580645 0.4269096587341639 32073_AT, 34453_AT, 34636_AT, 38229_AT, 33284_AT, 1391_S_AT, 1419_G_AT, 37166_AT 138 639 14116 1.2806241636615183 1.0 0.9918378628851361 99.99070793355425
GOTERM_MF_ALL GO:0046914~transition metal ion binding 24 15.483870967741936 0.6330146676336813 40350_AT, 1974_S_AT, 34453_AT, 32717_AT, 34636_AT, 38229_AT, 33284_AT, 33516_AT, 31525_S_AT, 35439_AT, 37172_AT, 36713_AT, 32073_AT, 33027_AT, 40058_S_AT, 34606_S_AT, 41113_AT, 1391_S_AT, 31687_F_AT, 1419_G_AT, 33922_AT, 37166_AT, 38945_AT, 35213_AT 132 2785 15143 0.9886078015341929 1.0 0.9949473184398222 99.99992407285323
Annotation Cluster 4 Enrichment Score: 1.9768080587437766
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0006952~defense response 18 11.612903225806452 9.493647636463781E-5 33963_AT, 34636_AT, 37454_AT, 31793_AT, 33284_AT, 1403_S_AT, 37968_AT, 32250_AT, 34623_AT, 1910_S_AT, 34546_AT, 679_AT, 35956_S_AT, 36703_AT, 37898_R_AT, 1419_G_AT, 31506_S_AT, 1372_AT, 37105_AT, 33979_AT 138 615 14116 2.993849416755037 0.13651500620751478 0.13651500620751478 0.15819894216249075
GOTERM_BP_ALL GO:0009605~response to external stimulus 20 12.903225806451612 0.0013186026197053355 33963_AT, 1974_S_AT, 38604_AT, 38236_AT, 32717_AT, 34636_AT, 37454_AT, 31793_AT, 1403_S_AT, 37968_AT, 32250_AT, 1901_S_AT, 36766_AT, 1910_S_AT, 36703_AT, 919_AT, 40790_AT, 31506_S_AT, 1372_AT, 36436_AT, 37954_AT 138 914 14116 2.2382900453493164 0.8699589173117225 0.18452987028507506 2.176330063939258
GOTERM_BP_ALL GO:0042221~response to chemical stimulus 24 15.483870967741936 0.0027974762578670213 33963_AT, 33284_AT, 35373_AT, 38128_AT, 1910_S_AT, 34618_AT, 1575_AT, 31506_S_AT, 38945_AT, 1974_S_AT, 32439_AT, 38236_AT, 31793_AT, 37454_AT, 32084_AT, 1403_S_AT, 967_G_AT, 1901_S_AT, 36766_AT, 36703_AT, 1419_G_AT, 37898_R_AT, 1983_AT, 36436_AT, 37166_AT, 966_AT 138 1281 14116 1.9164375657604453 0.9868450741424301 0.32545948977859696 4.564186334889541
GOTERM_BP_ALL GO:0040011~locomotion 12 7.741935483870968 0.0031899720949837037 33963_AT, 38236_AT, 32717_AT, 37454_AT, 31793_AT, 1403_S_AT, 36766_AT, 34972_S_AT, 37096_AT, 36479_AT, 36703_AT, 31506_S_AT, 36436_AT 138 431 14116 2.8479774034096637 0.9928423933083995 0.3374317016390258 5.188664664353082
GOTERM_BP_ALL GO:0006935~chemotaxis 7 4.516129032258064 0.004689465965124483 33963_AT, 36703_AT, 31793_AT, 37454_AT, 1403_S_AT, 31506_S_AT, 36436_AT, 36766_AT 138 160 14116 4.47518115942029 0.9993017733731389 0.3839729814771847 7.539233837528048
GOTERM_BP_ALL GO:0042330~taxis 7 4.516129032258064 0.004689465965124483 33963_AT, 36703_AT, 31793_AT, 37454_AT, 1403_S_AT, 31506_S_AT, 36436_AT, 36766_AT 138 160 14116 4.47518115942029 0.9993017733731389 0.3839729814771847 7.539233837528048
GOTERM_BP_ALL GO:0009611~response to wounding 13 8.38709677419355 0.005463172860404489 33963_AT, 38236_AT, 37454_AT, 34636_AT, 1403_S_AT, 32250_AT, 37968_AT, 1901_S_AT, 1910_S_AT, 36703_AT, 919_AT, 1372_AT, 37954_AT 138 530 14116 2.5089964451736395 0.9997901716564147 0.4109983525543709 8.730543986008044
GOTERM_BP_ALL GO:0007610~behavior 12 7.741935483870968 0.005985756690243263 33963_AT, 38604_AT, 38236_AT, 37454_AT, 31793_AT, 1403_S_AT, 1355_G_AT, 1910_S_AT, 36766_AT, 36703_AT, 34249_AT, 31506_S_AT, 36436_AT 138 469 14116 2.6172244368221005 0.9999068953937654 0.40289053724929746 9.527008484296307
GOTERM_BP_ALL GO:0006954~inflammatory response 8 5.161290322580645 0.03917619796186034 33963_AT, 36703_AT, 34636_AT, 37454_AT, 1403_S_AT, 32250_AT, 37968_AT, 1372_AT 138 325 14116 2.517904124860647 1.0 0.811726007478355 48.64696882175868
GOTERM_BP_ALL GO:0007626~locomotory behavior 7 4.516129032258064 0.05086170182056602 33963_AT, 36703_AT, 31793_AT, 37454_AT, 1403_S_AT, 31506_S_AT, 36436_AT, 36766_AT 138 274 14116 2.613244472654184 1.0 0.8402499551662985 58.125926502645555
GOTERM_BP_ALL GO:0006873~cellular ion homeostasis 8 5.161290322580645 0.07210673158618706 1974_S_AT, 37096_AT, 37983_AT, 38236_AT, 37454_AT, 1403_S_AT, 1901_S_AT, 1910_S_AT 138 374 14116 2.188018290320081 1.0 0.8826507099345796 71.29253074991773
GOTERM_BP_ALL GO:0055082~cellular chemical homeostasis 8 5.161290322580645 0.0770121632703094 1974_S_AT, 37096_AT, 37983_AT, 38236_AT, 37454_AT, 1403_S_AT, 1901_S_AT, 1910_S_AT 138 380 14116 2.1534706331045004 1.0 0.8862327594658556 73.72118156072301
GOTERM_BP_ALL GO:0050801~ion homeostasis 8 5.161290322580645 0.10341755930122257 1974_S_AT, 37096_AT, 37983_AT, 38236_AT, 37454_AT, 1403_S_AT, 1901_S_AT, 1910_S_AT 138 409 14116 2.0007795613195847 1.0 0.9040584206425111 83.80460527684774
GOTERM_BP_ALL GO:0048878~chemical homeostasis 8 5.161290322580645 0.22973833682285708 1974_S_AT, 37096_AT, 37983_AT, 38236_AT, 37454_AT, 1403_S_AT, 1901_S_AT, 1910_S_AT 138 512 14116 1.5982789855072463 1.0 0.9583109562159886 98.7130177975758
Annotation Cluster 5 Enrichment Score: 1.5010715758548248
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_CC_ALL GO:0000267~cell fraction 20 12.903225806451612 0.0016635260449571452 1974_S_AT, 33080_S_AT, 38236_AT, 38229_AT, 1403_S_AT, 33246_AT, 34467_G_AT, 1910_S_AT, 1786_AT, 33685_AT, 36703_AT, 40058_S_AT, 40735_AT, 1575_AT, 1391_S_AT, 37097_AT, 37166_AT, 34436_AT, 35566_F_AT, 33979_AT 134 1083 15908 2.192362288281583 0.3158648293052788 0.09053606978481255 2.108953125032198
GOTERM_CC_ALL GO:0005626~insoluble fraction 13 8.38709677419355 0.048417154753460825 1974_S_AT, 33080_S_AT, 38236_AT, 38229_AT, 34467_G_AT, 1910_S_AT, 33685_AT, 40058_S_AT, 1391_S_AT, 1575_AT, 37097_AT, 34436_AT, 35566_F_AT 134 839 15908 1.8394677387792862 0.9999878149940377 0.7155665700413896 47.026118892336285
GOTERM_CC_ALL GO:0005624~membrane fraction 12 7.741935483870968 0.07636679986203676 33685_AT, 33080_S_AT, 38236_AT, 40058_S_AT, 38229_AT, 1575_AT, 1391_S_AT, 37097_AT, 34467_G_AT, 1910_S_AT, 34436_AT, 35566_F_AT 134 809 15908 1.76093574156412 0.9999999863888741 0.7517353262951445 63.83350444095386
GOTERM_MF_ALL GO:0022857~transmembrane transporter activity 12 7.741935483870968 0.16098308117705884 32439_AT, 33685_AT, 38236_AT, 35121_AT, 32084_AT, 1575_AT, 37953_S_AT, 37097_AT, 40317_AT, 40294_AT, 39469_S_AT, 34436_AT 132 906 15143 1.5194661850290991 1.0 0.8213967420104177 91.5185952485302
Annotation Cluster 6 Enrichment Score: 1.3473933754666119
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0008015~blood circulation 7 4.516129032258064 0.009573538740905713 35038_AT, 33963_AT, 38604_AT, 37983_AT, 31621_S_AT, 1419_G_AT, 31687_F_AT 138 186 14116 3.8496182016518623 0.9999996523236551 0.49135233874039397 14.821239924631769
GOTERM_BP_ALL GO:0003013~circulatory system process 7 4.516129032258064 0.009573538740905713 35038_AT, 33963_AT, 38604_AT, 37983_AT, 31621_S_AT, 1419_G_AT, 31687_F_AT 138 186 14116 3.8496182016518623 0.9999996523236551 0.49135233874039397 14.821239924631769
GOTERM_BP_ALL GO:0008217~regulation of blood pressure 4 2.5806451612903225 0.07340493428283054 38604_AT, 37983_AT, 1419_G_AT, 31687_F_AT 138 100 14116 4.091594202898551 1.0 0.8781215182341013 71.95501716518699
GOTERM_BP_ALL GO:0003008~system process 15 9.67741935483871 0.6061166940702264 35038_AT, 33963_AT, 38604_AT, 38236_AT, 31621_S_AT, 32418_AT, 1901_S_AT, 1910_S_AT, 1786_AT, 31987_AT, 37983_AT, 40317_AT, 1419_G_AT, 31687_F_AT, 32279_AT 138 1503 14116 1.0208568370505364 1.0 0.9985229202761298 99.99998212183186
Annotation Cluster 7 Enrichment Score: 1.3095547142581232
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0032101~regulation of response to external stimulus 7 4.516129032258064 0.0045490937466061455 33963_AT, 37096_AT, 38604_AT, 37983_AT, 1403_S_AT, 39698_AT, 37172_AT 138 159 14116 4.503326952875764 0.9991316748096336 0.39558608094014225 7.3215361583012335
GOTERM_BP_ALL GO:0048583~regulation of response to stimulus 11 7.096774193548387 0.015198782933944725 33963_AT, 37096_AT, 38604_AT, 37983_AT, 1403_S_AT, 39698_AT, 1419_G_AT, 32250_AT, 37968_AT, 41280_R_AT, 37172_AT 138 465 14116 2.4197600124668845 0.9999999999478926 0.6271471398057329 22.539476806772797
GOTERM_BP_ALL GO:0032103~positive regulation of response to external stimulus 4 2.5806451612903225 0.024237514533161177 33963_AT, 38604_AT, 37983_AT, 1403_S_AT 138 64 14116 6.393115942028985 1.0 0.6943758596803116 33.57955300427148
GOTERM_BP_ALL GO:0006954~inflammatory response 8 5.161290322580645 0.03917619796186034 33963_AT, 36703_AT, 34636_AT, 37454_AT, 1403_S_AT, 32250_AT, 37968_AT, 1372_AT 138 325 14116 2.517904124860647 1.0 0.811726007478355 48.64696882175868
GOTERM_BP_ALL GO:0080134~regulation of response to stress 7 4.516129032258064 0.05086170182056602 37096_AT, 37983_AT, 1403_S_AT, 39698_AT, 37968_AT, 41280_R_AT, 37172_AT 138 274 14116 2.613244472654184 1.0 0.8402499551662985 58.125926502645555
GOTERM_BP_ALL GO:0048584~positive regulation of response to stimulus 6 3.870967741935484 0.07999113920560022 33963_AT, 38604_AT, 37983_AT, 1403_S_AT, 32250_AT, 37968_AT 138 236 14116 2.6005895357406046 1.0 0.8791253560192258 75.10035380373431
GOTERM_BP_ALL GO:0031347~regulation of defense response 4 2.5806451612903225 0.16208406875698989 37096_AT, 37983_AT, 1403_S_AT, 37968_AT 138 143 14116 2.861254687341644 1.0 0.9332525658013568 94.76055112143392
GOTERM_BP_ALL GO:0007186~G-protein coupled receptor protein signaling pathway 10 6.451612903225806 0.7711611087448879 33963_AT, 38604_AT, 37983_AT, 36703_AT, 34539_AT, 1403_S_AT, 1419_G_AT, 34467_G_AT, 936_S_AT, 919_AT 138 1123 14116 0.9108624672525715 1.0 0.9999125139042019 99.9999999979132
Annotation Cluster 8 Enrichment Score: 1.2982876751136645
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0040011~locomotion 12 7.741935483870968 0.0031899720949837037 33963_AT, 38236_AT, 32717_AT, 37454_AT, 31793_AT, 1403_S_AT, 36766_AT, 34972_S_AT, 37096_AT, 36479_AT, 36703_AT, 31506_S_AT, 36436_AT 138 431 14116 2.8479774034096637 0.9928423933083995 0.3374317016390258 5.188664664353082
GOTERM_BP_ALL GO:0050900~leukocyte migration 4 2.5806451612903225 0.017871966801869754 33963_AT, 37096_AT, 36703_AT, 1403_S_AT 138 57 14116 7.178235443681668 0.9999999999992204 0.6721495656979559 25.972199896117566
GOTERM_BP_ALL GO:0048870~cell motility 7 4.516129032258064 0.07867498723092571 34972_S_AT, 33963_AT, 37096_AT, 36479_AT, 36703_AT, 32717_AT, 1403_S_AT 138 307 14116 2.3323419723363075 1.0 0.8789295731252306 74.49962658401842
GOTERM_BP_ALL GO:0051674~localization of cell 7 4.516129032258064 0.07867498723092571 34972_S_AT, 33963_AT, 37096_AT, 36479_AT, 36703_AT, 32717_AT, 1403_S_AT 138 307 14116 2.3323419723363075 1.0 0.8789295731252306 74.49962658401842
GOTERM_BP_ALL GO:0006928~cell motion 9 5.806451612903226 0.09132058569291787 34972_S_AT, 33963_AT, 37096_AT, 36479_AT, 38604_AT, 36703_AT, 32717_AT, 1403_S_AT, 1901_S_AT 138 475 14116 1.9381235697940502 1.0 0.8974786670666435 79.74865289363191
GOTERM_BP_ALL GO:0016477~cell migration 4 2.5806451612903225 0.5035848612379153 33963_AT, 37096_AT, 36703_AT, 1403_S_AT 138 276 14116 1.4824616677168663 1.0 0.9954230192205196 99.99915298427202
Annotation Cluster 9 Enrichment Score: 1.125124669340167
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_MF_ALL GO:0022804~active transmembrane transporter activity 9 5.806451612903226 0.013632060961743466 32439_AT, 33685_AT, 35121_AT, 32084_AT, 1575_AT, 37097_AT, 40294_AT, 39469_S_AT, 34436_AT 132 363 15143 2.844290007513148 0.9969490447470425 0.4396703759092997 17.546847001402497
GOTERM_MF_ALL GO:0042626~ATPase activity, coupled to transmembrane movement of substances 5 3.225806451612903 0.01480822880308168 32439_AT, 33685_AT, 1575_AT, 40294_AT, 39469_S_AT 132 109 15143 5.262371420628302 0.9981559726276976 0.4357995909763678 18.91818112457111
GOTERM_MF_ALL GO:0043492~ATPase activity, coupled to movement of substances 5 3.225806451612903 0.015266633945753071 32439_AT, 33685_AT, 1575_AT, 40294_AT, 39469_S_AT 132 110 15143 5.214531680440771 0.9984847936431618 0.41784408387895533 19.44689028857346
GOTERM_MF_ALL GO:0016820~hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances 5 3.225806451612903 0.015733910346290163 32439_AT, 33685_AT, 1575_AT, 40294_AT, 39469_S_AT 132 111 15143 5.167553917553918 0.9987598202078155 0.4023844405483631 19.98253400880681
GOTERM_MF_ALL GO:0015405~P-P-bond-hydrolysis-driven transmembrane transporter activity 5 3.225806451612903 0.0214731006820658 32439_AT, 33685_AT, 1575_AT, 40294_AT, 39469_S_AT 132 122 15143 4.701626924987582 0.9998948744189922 0.45702409154782186 26.29715883039989
GOTERM_MF_ALL GO:0015399~primary active transmembrane transporter activity 5 3.225806451612903 0.0214731006820658 32439_AT, 33685_AT, 1575_AT, 40294_AT, 39469_S_AT 132 122 15143 4.701626924987582 0.9998948744189922 0.45702409154782186 26.29715883039989
GOTERM_MF_ALL GO:0017111~nucleoside-triphosphatase activity 13 8.38709677419355 0.02391709268342656 32439_AT, 37814_G_AT, 33080_S_AT, 967_G_AT, 39469_S_AT, 33371_S_AT, 34972_S_AT, 33685_AT, 36234_AT, 606_AT, 1575_AT, 919_AT, 40294_AT, 966_AT 132 728 15143 2.048566017316017 0.9999634076210883 0.4719051706475502 28.842973035320597
GOTERM_MF_ALL GO:0016887~ATPase activity 8 5.161290322580645 0.026105875594262966 34972_S_AT, 37814_G_AT, 32439_AT, 33685_AT, 36234_AT, 1575_AT, 40294_AT, 39469_S_AT 132 334 15143 2.747777172926874 0.9999858108399846 0.4814137690791779 31.0533696920408
GOTERM_MF_ALL GO:0042623~ATPase activity, coupled 7 4.516129032258064 0.030911472490733186 37814_G_AT, 32439_AT, 33685_AT, 36234_AT, 1575_AT, 40294_AT, 39469_S_AT 132 272 15143 2.9523451426024954 0.9999982405503517 0.5021195229646387 35.68457755021623
GOTERM_MF_ALL GO:0016462~pyrophosphatase activity 13 8.38709677419355 0.031085076107949017 32439_AT, 37814_G_AT, 33080_S_AT, 967_G_AT, 39469_S_AT, 33371_S_AT, 34972_S_AT, 33685_AT, 36234_AT, 606_AT, 1575_AT, 919_AT, 40294_AT, 966_AT 132 757 15143 1.9700872663224052 0.9999983686682106 0.48639751663327135 35.846343090116626
GOTERM_MF_ALL GO:0016818~hydrolase activity, acting on acid anhydrides, in phosphorus-containing anhydrides 13 8.38709677419355 0.03190672150911632 32439_AT, 37814_G_AT, 33080_S_AT, 967_G_AT, 39469_S_AT, 33371_S_AT, 34972_S_AT, 33685_AT, 36234_AT, 606_AT, 1575_AT, 919_AT, 40294_AT, 966_AT 132 760 15143 1.962310606060606 0.9999988595915409 0.4788018354618029 36.6068459596082
GOTERM_MF_ALL GO:0016817~hydrolase activity, acting on acid anhydrides 13 8.38709677419355 0.033026547739799635 32439_AT, 37814_G_AT, 33080_S_AT, 967_G_AT, 39469_S_AT, 33371_S_AT, 34972_S_AT, 33685_AT, 36234_AT, 606_AT, 1575_AT, 919_AT, 40294_AT, 966_AT 132 764 15143 1.952036728541964 0.9999993002538949 0.4749210988425283 37.629862040270034
GOTERM_MF_ALL GO:0016787~hydrolase activity 28 18.064516129032256 0.053198138830671274 33963_AT, 37814_G_AT, 40186_AT, 37061_AT, 39469_S_AT, 679_AT, 33685_AT, 822_S_AT, 36234_AT, 34249_AT, 34618_AT, 1575_AT, 606_AT, 38948_AT, 33979_AT, 40350_AT, 32439_AT, 33080_S_AT, 34636_AT, 32418_AT, 967_G_AT, 36766_AT, 37172_AT, 33371_S_AT, 34972_S_AT, 37096_AT, 919_AT, 40294_AT, 37105_AT, 966_AT 132 2283 15143 1.4069870850422757 0.9999999999042053 0.5882183599772873 53.625278864038265
GOTERM_MF_ALL GO:0017076~purine nucleotide binding 23 14.838709677419354 0.10074669701437602 37814_G_AT, 1974_S_AT, 32680_AT, 32418_AT, 32084_AT, 967_G_AT, 33246_AT, 31576_AT, 37905_R_AT, 1355_G_AT, 1901_S_AT, 39469_S_AT, 1786_AT, 34972_S_AT, 33371_S_AT, 33685_AT, 36234_AT, 1575_AT, 606_AT, 1419_G_AT, 919_AT, 40294_AT, 39187_AT, 966_AT 132 1918 15143 1.375679369292508 1.0 0.7867425594725608 77.52324285520395
GOTERM_MF_ALL GO:0032553~ribonucleotide binding 22 14.193548387096774 0.10989482478975408 37814_G_AT, 1974_S_AT, 32680_AT, 32418_AT, 32084_AT, 967_G_AT, 33246_AT, 31576_AT, 37905_R_AT, 1355_G_AT, 1901_S_AT, 39469_S_AT, 1786_AT, 34972_S_AT, 33371_S_AT, 33685_AT, 36234_AT, 1575_AT, 606_AT, 919_AT, 40294_AT, 39187_AT, 966_AT 132 1836 15143 1.3746368917937544 1.0 0.8055499822463956 80.53242562550282
GOTERM_MF_ALL GO:0032555~purine ribonucleotide binding 22 14.193548387096774 0.10989482478975408 37814_G_AT, 1974_S_AT, 32680_AT, 32418_AT, 32084_AT, 967_G_AT, 33246_AT, 31576_AT, 37905_R_AT, 1355_G_AT, 1901_S_AT, 39469_S_AT, 1786_AT, 34972_S_AT, 33371_S_AT, 33685_AT, 36234_AT, 1575_AT, 606_AT, 919_AT, 40294_AT, 39187_AT, 966_AT 132 1836 15143 1.3746368917937544 1.0 0.8055499822463956 80.53242562550282
GOTERM_MF_ALL GO:0030554~adenyl nucleotide binding 19 12.258064516129032 0.13505008850592568 37814_G_AT, 1974_S_AT, 32680_AT, 32418_AT, 32084_AT, 967_G_AT, 33246_AT, 31576_AT, 1355_G_AT, 1901_S_AT, 39469_S_AT, 1786_AT, 34972_S_AT, 33685_AT, 36234_AT, 1575_AT, 1419_G_AT, 40294_AT, 39187_AT, 966_AT 132 1577 15143 1.3821650237312888 1.0 0.8174448814454818 86.98929739455266
GOTERM_MF_ALL GO:0005215~transporter activity 15 9.67741935483871 0.13802123838153968 32439_AT, 38236_AT, 32084_AT, 33516_AT, 31525_S_AT, 39469_S_AT, 33685_AT, 35121_AT, 1575_AT, 37953_S_AT, 40317_AT, 37097_AT, 31687_F_AT, 40294_AT, 34436_AT 132 1175 15143 1.4645067698259189 1.0 0.8162141050037733 87.60363054716183
GOTERM_MF_ALL GO:0032559~adenyl ribonucleotide binding 18 11.612903225806452 0.14853019957859337 37814_G_AT, 1974_S_AT, 32680_AT, 32418_AT, 32084_AT, 967_G_AT, 33246_AT, 31576_AT, 1355_G_AT, 1901_S_AT, 39469_S_AT, 1786_AT, 34972_S_AT, 33685_AT, 36234_AT, 1575_AT, 40294_AT, 39187_AT, 966_AT 132 1497 15143 1.379395153944252 1.0 0.8244521698959706 89.56698044034623
GOTERM_MF_ALL GO:0001883~purine nucleoside binding 19 12.258064516129032 0.14897061953292529 37814_G_AT, 1974_S_AT, 32680_AT, 32418_AT, 32084_AT, 967_G_AT, 33246_AT, 31576_AT, 1355_G_AT, 1901_S_AT, 39469_S_AT, 1786_AT, 34972_S_AT, 33685_AT, 36234_AT, 1575_AT, 1419_G_AT, 40294_AT, 39187_AT, 966_AT 132 1601 15143 1.3614454980788524 1.0 0.8099177763827891 89.64258103742007
GOTERM_MF_ALL GO:0001882~nucleoside binding 19 12.258064516129032 0.15561539808863356 37814_G_AT, 1974_S_AT, 32680_AT, 32418_AT, 32084_AT, 967_G_AT, 33246_AT, 31576_AT, 1355_G_AT, 1901_S_AT, 39469_S_AT, 1786_AT, 34972_S_AT, 33685_AT, 36234_AT, 1575_AT, 1419_G_AT, 40294_AT, 39187_AT, 966_AT 132 1612 15143 1.3521552372358825 1.0 0.8172299759512774 90.72318196469328
GOTERM_MF_ALL GO:0022857~transmembrane transporter activity 12 7.741935483870968 0.16098308117705884 32439_AT, 33685_AT, 38236_AT, 35121_AT, 32084_AT, 1575_AT, 37953_S_AT, 37097_AT, 40317_AT, 40294_AT, 39469_S_AT, 34436_AT 132 906 15143 1.5194661850290991 1.0 0.8213967420104177 91.5185952485302
GOTERM_MF_ALL GO:0005524~ATP binding 17 10.967741935483872 0.20617691154098058 37814_G_AT, 1974_S_AT, 32680_AT, 32084_AT, 33246_AT, 967_G_AT, 31576_AT, 1355_G_AT, 1901_S_AT, 39469_S_AT, 1786_AT, 34972_S_AT, 33685_AT, 36234_AT, 1575_AT, 40294_AT, 39187_AT, 966_AT 132 1477 15143 1.3204027410188548 1.0 0.8686577575673677 96.10554749438322
GOTERM_MF_ALL GO:0000166~nucleotide binding 24 15.483870967741936 0.21991203492330816 37814_G_AT, 33246_AT, 31576_AT, 1355_G_AT, 39469_S_AT, 33685_AT, 36234_AT, 606_AT, 1575_AT, 1974_S_AT, 32680_AT, 32418_AT, 35595_AT, 32084_AT, 967_G_AT, 37905_R_AT, 1901_S_AT, 1786_AT, 33371_S_AT, 34972_S_AT, 1419_G_AT, 919_AT, 40294_AT, 39187_AT, 966_AT 132 2245 15143 1.2264021056894108 1.0 0.8822084658251991 96.9528450987079
GOTERM_MF_ALL GO:0003924~GTPase activity 4 2.5806451612903225 0.2756128234499512 33371_S_AT, 33080_S_AT, 606_AT, 919_AT 132 211 15143 2.1747809852075255 1.0 0.9232549892133652 98.92440007083306
GOTERM_MF_ALL GO:0016301~kinase activity 8 5.161290322580645 0.5875075506353161 32680_AT, 41703_R_AT, 33246_AT, 31576_AT, 41280_R_AT, 1355_G_AT, 1901_S_AT, 1786_AT 132 834 15143 1.1004287479107624 1.0 0.9935903870914417 99.999607338987
GOTERM_MF_ALL GO:0016772~transferase activity, transferring phosphorus-containing groups 9 5.806451612903226 0.5999827774673594 32680_AT, 41703_R_AT, 35595_AT, 33246_AT, 31576_AT, 41280_R_AT, 1355_G_AT, 1901_S_AT, 1786_AT 132 964 15143 1.0710345152772538 1.0 0.9938270953531689 99.99974500059902
GOTERM_MF_ALL GO:0016773~phosphotransferase activity, alcohol group as acceptor 6 3.870967741935484 0.7533557241388054 32680_AT, 33246_AT, 31576_AT, 1355_G_AT, 1901_S_AT, 1786_AT 132 721 15143 0.9546715420501829 1.0 0.9987846417617577 99.99999971521018
Annotation Cluster 10 Enrichment Score: 0.8492489448706608
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0006814~sodium ion transport 6 3.870967741935484 0.00870961254513619 32439_AT, 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 34436_AT 138 130 14116 4.7210702341137125 0.9999986616077009 0.47481356932999486 13.573709676240176
GOTERM_MF_ALL GO:0022804~active transmembrane transporter activity 9 5.806451612903226 0.013632060961743466 32439_AT, 33685_AT, 35121_AT, 32084_AT, 1575_AT, 37097_AT, 40294_AT, 39469_S_AT, 34436_AT 132 363 15143 2.844290007513148 0.9969490447470425 0.4396703759092997 17.546847001402497
GOTERM_MF_ALL GO:0031402~sodium ion binding 5 3.225806451612903 0.018726632775479743 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 34436_AT 132 117 15143 4.902551152551153 0.9996569282319685 0.43437642994063985 23.33543930185553
GOTERM_MF_ALL GO:0031420~alkali metal ion binding 6 3.870967741935484 0.04808242030623041 32439_AT, 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 34436_AT 132 228 15143 3.018939393939394 0.9999999990690539 0.5951030120068765 49.97611403035296
GOTERM_MF_ALL GO:0015293~symporter activity 4 2.5806451612903225 0.11574300225685472 35121_AT, 32084_AT, 37097_AT, 34436_AT 132 137 15143 3.3494802034948026 1.0 0.8025286752631918 82.25524416552376
GOTERM_CC_ALL GO:0005887~integral to plasma membrane 15 9.67741935483871 0.12115326521462876 40350_AT, 38926_AT, 33530_AT, 38236_AT, 37968_AT, 34467_G_AT, 1331_S_AT, 1355_G_AT, 1786_AT, 37983_AT, 35121_AT, 37953_S_AT, 40317_AT, 37097_AT, 34436_AT 134 1188 15908 1.4989446705864615 0.999999999999837 0.8595635698127181 80.85983006149799
GOTERM_BP_ALL GO:0051179~localization 36 23.225806451612904 0.1271086000309313 33963_AT, 41703_R_AT, 32717_AT, 37408_AT, 31525_S_AT, 1355_G_AT, 39469_S_AT, 1910_S_AT, 33685_AT, 35121_AT, 1575_AT, 37953_S_AT, 41280_R_AT, 32439_AT, 1974_S_AT, 38604_AT, 38236_AT, 35595_AT, 32084_AT, 33516_AT, 1403_S_AT, 1786_AT, 33371_S_AT, 31987_AT, 34972_S_AT, 37096_AT, 36479_AT, 40271_AT, 36703_AT, 36328_AT, 38816_AT, 31687_F_AT, 40317_AT, 37097_AT, 40294_AT, 34436_AT 138 2993 14116 1.2303490753787825 1.0 0.9180805913678113 89.63787919129742
GOTERM_MF_ALL GO:0022892~substrate-specific transporter activity 13 8.38709677419355 0.13124136505463455 32439_AT, 38236_AT, 32084_AT, 33516_AT, 31525_S_AT, 39469_S_AT, 33685_AT, 35121_AT, 37953_S_AT, 40317_AT, 37097_AT, 31687_F_AT, 34436_AT 132 966 15143 1.5438468536294623 1.0 0.8255662847178632 86.16040424769596
GOTERM_CC_ALL GO:0031226~intrinsic to plasma membrane 15 9.67741935483871 0.13768727028120875 40350_AT, 38926_AT, 33530_AT, 38236_AT, 37968_AT, 34467_G_AT, 1331_S_AT, 1355_G_AT, 1786_AT, 37983_AT, 35121_AT, 37953_S_AT, 40317_AT, 37097_AT, 34436_AT 134 1215 15908 1.4656347890178736 0.9999999999999979 0.8628640247027997 84.99119865388141
GOTERM_MF_ALL GO:0005215~transporter activity 15 9.67741935483871 0.13802123838153968 32439_AT, 38236_AT, 32084_AT, 33516_AT, 31525_S_AT, 39469_S_AT, 33685_AT, 35121_AT, 1575_AT, 37953_S_AT, 40317_AT, 37097_AT, 31687_F_AT, 40294_AT, 34436_AT 132 1175 15143 1.4645067698259189 1.0 0.8162141050037733 87.60363054716183
GOTERM_MF_ALL GO:0022857~transmembrane transporter activity 12 7.741935483870968 0.16098308117705884 32439_AT, 33685_AT, 38236_AT, 35121_AT, 32084_AT, 1575_AT, 37953_S_AT, 37097_AT, 40317_AT, 40294_AT, 39469_S_AT, 34436_AT 132 906 15143 1.5194661850290991 1.0 0.8213967420104177 91.5185952485302
GOTERM_BP_ALL GO:0030001~metal ion transport 8 5.161290322580645 0.16641796715366414 32439_AT, 38604_AT, 38236_AT, 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 34436_AT 138 465 14116 1.7598254636122799 1.0 0.9331861116480655 95.19460162084538
GOTERM_MF_ALL GO:0015075~ion transmembrane transporter activity 10 6.451612903225806 0.1763761391460538 32439_AT, 33685_AT, 38236_AT, 35121_AT, 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 39469_S_AT, 34436_AT 132 725 15143 1.5823406478578892 1.0 0.8444880627023561 93.46227525864887
GOTERM_BP_ALL GO:0015672~monovalent inorganic cation transport 6 3.870967741935484 0.19682707769646643 32439_AT, 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 34436_AT 138 318 14116 1.929997265518184 1.0 0.947482668907875 97.41423180481135
GOTERM_BP_ALL GO:0006810~transport 30 19.35483870967742 0.2511238290716764 41703_R_AT, 37408_AT, 31525_S_AT, 1355_G_AT, 39469_S_AT, 1910_S_AT, 33685_AT, 35121_AT, 1575_AT, 37953_S_AT, 41280_R_AT, 32439_AT, 1974_S_AT, 38604_AT, 38236_AT, 35595_AT, 32084_AT, 33516_AT, 1403_S_AT, 1786_AT, 33371_S_AT, 31987_AT, 37096_AT, 40271_AT, 36328_AT, 40317_AT, 37097_AT, 31687_F_AT, 40294_AT, 34436_AT 138 2629 14116 1.167248251112177 1.0 0.9626459807417229 99.19526464529469
GOTERM_MF_ALL GO:0015291~secondary active transmembrane transporter activity 4 2.5806451612903225 0.26624308298634786 35121_AT, 32084_AT, 37097_AT, 34436_AT 132 207 15143 2.216805738544869 1.0 0.9228189949797528 98.71143122239032
GOTERM_BP_ALL GO:0051234~establishment of localization 30 19.35483870967742 0.270164988428116 41703_R_AT, 37408_AT, 31525_S_AT, 1355_G_AT, 39469_S_AT, 1910_S_AT, 33685_AT, 35121_AT, 1575_AT, 37953_S_AT, 41280_R_AT, 32439_AT, 1974_S_AT, 38604_AT, 38236_AT, 35595_AT, 32084_AT, 33516_AT, 1403_S_AT, 1786_AT, 33371_S_AT, 31987_AT, 37096_AT, 40271_AT, 36328_AT, 40317_AT, 37097_AT, 31687_F_AT, 40294_AT, 34436_AT 138 2656 14116 1.1553823991618648 1.0 0.9691247964665397 99.476247657017
GOTERM_MF_ALL GO:0022891~substrate-specific transmembrane transporter activity 10 6.451612903225806 0.2874572752220741 32439_AT, 33685_AT, 38236_AT, 35121_AT, 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 39469_S_AT, 34436_AT 132 827 15143 1.3871789234546188 1.0 0.9257565309208989 99.14688616036304
GOTERM_BP_ALL GO:0006812~cation transport 8 5.161290322580645 0.29068973727936465 32439_AT, 38604_AT, 38236_AT, 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 34436_AT 138 553 14116 1.4797809052074327 1.0 0.9736670901312708 99.67451170781018
GOTERM_MF_ALL GO:0008324~cation transmembrane transporter activity 7 4.516129032258064 0.35144107232269284 32439_AT, 38236_AT, 35121_AT, 32084_AT, 37953_S_AT, 40317_AT, 34436_AT 132 557 15143 1.4417197105706983 1.0 0.9548185239118575 99.77268423858544
GOTERM_BP_ALL GO:0046483~heterocycle metabolic process 5 3.225806451612903 0.40759538358744474 32439_AT, 33685_AT, 38236_AT, 40735_AT, 39469_S_AT 138 334 14116 1.531285255575805 1.0 0.9909591371868284 99.98385009281536
GOTERM_BP_ALL GO:0006811~ion transport 9 5.806451612903226 0.47071218564843914 32439_AT, 38604_AT, 38236_AT, 41703_R_AT, 32084_AT, 37953_S_AT, 37097_AT, 40317_AT, 34436_AT 138 768 14116 1.1987092391304348 1.0 0.994041401587128 99.99753243927937
GOTERM_BP_ALL GO:0055085~transmembrane transport 6 3.870967741935484 0.6519465343083473 40271_AT, 32084_AT, 1575_AT, 37097_AT, 40294_AT, 34436_AT 138 569 14116 1.0786276457553297 1.0 0.9991700274465558 99.99999772774075
Annotation Cluster 11 Enrichment Score: 0.8326024351372782
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_CC_ALL GO:0005829~cytosol 22 14.193548387096774 0.0033798812013910162 1974_S_AT, 33080_S_AT, 41703_R_AT, 34636_AT, 32418_AT, 33516_AT, 31525_S_AT, 1331_S_AT, 1355_G_AT, 35373_AT, 1910_S_AT, 36234_AT, 40058_S_AT, 40735_AT, 34249_AT, 31687_F_AT, 1419_G_AT, 39511_AT, 41280_R_AT, 38201_AT, 32279_AT, 37166_AT 134 1330 15908 1.9637302210750758 0.5378742070350957 0.14305679046187114 4.241841396224865
GOTERM_BP_ALL GO:0009063~cellular amino acid catabolic process 4 2.5806451612903225 0.028355569475839712 40735_AT, 1419_G_AT, 38201_AT, 32279_AT 138 68 14116 6.017050298380221 1.0 0.719338725266718 38.10265707420746
GOTERM_BP_ALL GO:0009310~amine catabolic process 4 2.5806451612903225 0.040165354707994205 40735_AT, 1419_G_AT, 38201_AT, 32279_AT 138 78 14116 5.245633593459681 1.0 0.7949349249713238 49.521509815111166
GOTERM_BP_ALL GO:0046395~carboxylic acid catabolic process 4 2.5806451612903225 0.09343228379815148 40735_AT, 1419_G_AT, 38201_AT, 32279_AT 138 111 14116 3.686120903512208 1.0 0.896001602173325 80.51933617791643
GOTERM_BP_ALL GO:0016054~organic acid catabolic process 4 2.5806451612903225 0.09343228379815148 40735_AT, 1419_G_AT, 38201_AT, 32279_AT 138 111 14116 3.686120903512208 1.0 0.896001602173325 80.51933617791643
GOTERM_BP_ALL GO:0044106~cellular amine metabolic process 6 3.870967741935484 0.17531727646798145 38236_AT, 40735_AT, 35121_AT, 1419_G_AT, 38201_AT, 32279_AT 138 305 14116 2.0122594440484676 1.0 0.9366622799472936 95.98214025602022
GOTERM_BP_ALL GO:0006520~cellular amino acid metabolic process 5 3.225806451612903 0.17727132433610346 40735_AT, 35121_AT, 1419_G_AT, 38201_AT, 32279_AT 138 226 14116 2.263049890983712 1.0 0.9371878522941044 96.13798410533215
GOTERM_BP_ALL GO:0009308~amine metabolic process 7 4.516129032258064 0.19341394166855616 38236_AT, 40735_AT, 35121_AT, 1419_G_AT, 38201_AT, 32279_AT, 37061_AT 138 400 14116 1.790072463768116 1.0 0.947173778118584 97.22475640796343
GOTERM_BP_ALL GO:0006519~cellular amino acid and derivative metabolic process 6 3.870967741935484 0.2568906039720954 38236_AT, 40735_AT, 35121_AT, 1419_G_AT, 38201_AT, 32279_AT 138 352 14116 1.7435770750988142 1.0 0.9649350948418363 99.29259649150092
GOTERM_BP_ALL GO:0019752~carboxylic acid metabolic process 8 5.161290322580645 0.29530316200107315 34636_AT, 40735_AT, 35121_AT, 1391_S_AT, 1419_G_AT, 38201_AT, 32279_AT, 37166_AT 138 556 14116 1.471796475862788 1.0 0.9735213045640277 99.70807134721662
GOTERM_BP_ALL GO:0043436~oxoacid metabolic process 8 5.161290322580645 0.29530316200107315 34636_AT, 40735_AT, 35121_AT, 1391_S_AT, 1419_G_AT, 38201_AT, 32279_AT, 37166_AT 138 556 14116 1.471796475862788 1.0 0.9735213045640277 99.70807134721662
GOTERM_BP_ALL GO:0006082~organic acid metabolic process 8 5.161290322580645 0.30148050360680206 34636_AT, 40735_AT, 35121_AT, 1391_S_AT, 1419_G_AT, 38201_AT, 32279_AT, 37166_AT 138 560 14116 1.4612836438923396 1.0 0.9746115707054652 99.74793593289031
GOTERM_BP_ALL GO:0042180~cellular ketone metabolic process 8 5.161290322580645 0.3123574319891751 34636_AT, 40735_AT, 35121_AT, 1391_S_AT, 1419_G_AT, 38201_AT, 32279_AT, 37166_AT 138 567 14116 1.443243105078854 1.0 0.9761315275558325 99.80597818408022
GOTERM_BP_ALL GO:0009056~catabolic process 10 6.451612903225806 0.8682625369509168 37096_AT, 38674_AT, 40735_AT, 33284_AT, 1419_G_AT, 38201_AT, 32279_AT, 36766_AT, 37061_AT, 33979_AT 138 1253 14116 0.8163595775934859 1.0 0.9999946901808046 99.99999999999979
GOTERM_BP_ALL GO:0044248~cellular catabolic process 8 5.161290322580645 0.8765578724237063 38674_AT, 40735_AT, 33284_AT, 1419_G_AT, 38201_AT, 32279_AT, 36766_AT, 33979_AT 138 1024 14116 0.7991394927536232 1.0 0.9999960399415891 99.99999999999993
Annotation Cluster 12 Enrichment Score: 0.74805138199039
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_MF_ALL GO:0005506~iron ion binding 11 7.096774193548387 3.4487095966765046E-4 32073_AT, 34453_AT, 34636_AT, 38229_AT, 33284_AT, 33516_AT, 1391_S_AT, 1419_G_AT, 31687_F_AT, 31525_S_AT, 37166_AT 132 308 15143 4.097132034632034 0.13546254246430411 0.035735998667099866 0.483684863939704
GOTERM_MF_ALL GO:0022892~substrate-specific transporter activity 13 8.38709677419355 0.13124136505463455 32439_AT, 38236_AT, 32084_AT, 33516_AT, 31525_S_AT, 39469_S_AT, 33685_AT, 35121_AT, 37953_S_AT, 40317_AT, 37097_AT, 31687_F_AT, 34436_AT 132 966 15143 1.5438468536294623 1.0 0.8255662847178632 86.16040424769596
GOTERM_MF_ALL GO:0005215~transporter activity 15 9.67741935483871 0.13802123838153968 32439_AT, 38236_AT, 32084_AT, 33516_AT, 31525_S_AT, 39469_S_AT, 33685_AT, 35121_AT, 1575_AT, 37953_S_AT, 40317_AT, 37097_AT, 31687_F_AT, 40294_AT, 34436_AT 132 1175 15143 1.4645067698259189 1.0 0.8162141050037733 87.60363054716183
GOTERM_MF_ALL GO:0043169~cation binding 36 23.225806451612904 0.62213755669422 34453_AT, 32717_AT, 33284_AT, 37408_AT, 31525_S_AT, 37061_AT, 39469_S_AT, 32073_AT, 36713_AT, 33685_AT, 40058_S_AT, 37953_S_AT, 1391_S_AT, 33922_AT, 38945_AT, 32439_AT, 40350_AT, 1974_S_AT, 38236_AT, 34636_AT, 38229_AT, 32084_AT, 33516_AT, 35439_AT, 37172_AT, 33027_AT, 34606_S_AT, 41113_AT, 31687_F_AT, 40317_AT, 37097_AT, 1419_G_AT, 37166_AT, 34436_AT, 35213_AT, 37954_AT 132 4179 15143 0.9882529530770735 1.0 0.9948326593243411 99.99988552605863
GOTERM_MF_ALL GO:0046914~transition metal ion binding 24 15.483870967741936 0.6330146676336813 40350_AT, 1974_S_AT, 34453_AT, 32717_AT, 34636_AT, 38229_AT, 33284_AT, 33516_AT, 31525_S_AT, 35439_AT, 37172_AT, 36713_AT, 32073_AT, 33027_AT, 40058_S_AT, 34606_S_AT, 41113_AT, 1391_S_AT, 31687_F_AT, 1419_G_AT, 33922_AT, 37166_AT, 38945_AT, 35213_AT 132 2785 15143 0.9886078015341929 1.0 0.9949473184398222 99.99992407285323
GOTERM_MF_ALL GO:0043167~ion binding 36 23.225806451612904 0.6612228803317804 34453_AT, 32717_AT, 33284_AT, 37408_AT, 31525_S_AT, 37061_AT, 39469_S_AT, 32073_AT, 36713_AT, 33685_AT, 40058_S_AT, 37953_S_AT, 1391_S_AT, 33922_AT, 38945_AT, 32439_AT, 40350_AT, 1974_S_AT, 38236_AT, 34636_AT, 38229_AT, 32084_AT, 33516_AT, 35439_AT, 37172_AT, 33027_AT, 34606_S_AT, 41113_AT, 31687_F_AT, 40317_AT, 37097_AT, 1419_G_AT, 37166_AT, 34436_AT, 35213_AT, 37954_AT 132 4241 15143 0.9738054918436903 1.0 0.9959269048545358 99.99997533150254
GOTERM_MF_ALL GO:0046872~metal ion binding 35 22.58064516129032 0.6713947359273393 34453_AT, 32717_AT, 33284_AT, 37408_AT, 31525_S_AT, 39469_S_AT, 32073_AT, 36713_AT, 33685_AT, 40058_S_AT, 37953_S_AT, 1391_S_AT, 33922_AT, 38945_AT, 32439_AT, 40350_AT, 1974_S_AT, 38236_AT, 34636_AT, 38229_AT, 32084_AT, 33516_AT, 35439_AT, 37172_AT, 33027_AT, 34606_S_AT, 41113_AT, 31687_F_AT, 40317_AT, 37097_AT, 1419_G_AT, 37166_AT, 34436_AT, 35213_AT, 37954_AT 132 4140 15143 0.9698525106133801 1.0 0.9960149742865757 99.99998392917271
GOTERM_MF_ALL GO:0008270~zinc ion binding 15 9.67741935483871 0.9490512434169621 40350_AT, 1974_S_AT, 32717_AT, 35439_AT, 37172_AT, 36713_AT, 32073_AT, 33027_AT, 40058_S_AT, 41113_AT, 34606_S_AT, 1419_G_AT, 33922_AT, 38945_AT, 35213_AT 132 2311 15143 0.7446107548876914 1.0 0.9999981930284578 100.0
Annotation Cluster 13 Enrichment Score: 0.6359088604875823
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0007267~cell-cell signaling 14 9.032258064516128 0.005571331705556371 38604_AT, 38236_AT, 37454_AT, 1403_S_AT, 1355_G_AT, 1855_AT, 1786_AT, 34618_AT, 1890_AT, 40317_AT, 39511_AT, 32279_AT, 2090_I_AT, 1372_AT 138 600 14116 2.3867632850241547 0.9998226458586061 0.3983504338185685 8.895926686251753
GOTERM_BP_ALL GO:0007154~cell communication 16 10.32258064516129 0.010242875493421724 1974_S_AT, 38604_AT, 38236_AT, 37454_AT, 1403_S_AT, 1355_G_AT, 1855_AT, 1901_S_AT, 1786_AT, 34618_AT, 1890_AT, 40317_AT, 39511_AT, 32279_AT, 2090_I_AT, 1372_AT 138 795 14116 2.058663749886063 0.9999998777434409 0.49945097931793125 15.776119076922734
GOTERM_BP_ALL GO:0019226~transmission of nerve impulse 5 3.225806451612903 0.44244244223906765 38604_AT, 38236_AT, 40317_AT, 32279_AT, 1901_S_AT 138 350 14116 1.4612836438923396 1.0 0.9930038917121091 99.9941236122617
GOTERM_BP_ALL GO:0007268~synaptic transmission 4 2.5806451612903225 0.5554302532423259 38604_AT, 38236_AT, 40317_AT, 32279_AT 138 298 14116 1.3730181888921311 1.0 0.9974404294015562 99.99986540693854
GOTERM_BP_ALL GO:0003008~system process 15 9.67741935483871 0.6061166940702264 35038_AT, 33963_AT, 38604_AT, 38236_AT, 31621_S_AT, 32418_AT, 1901_S_AT, 1910_S_AT, 1786_AT, 31987_AT, 37983_AT, 40317_AT, 1419_G_AT, 31687_F_AT, 32279_AT 138 1503 14116 1.0208568370505364 1.0 0.9985229202761298 99.99998212183186
GOTERM_BP_ALL GO:0050877~neurological system process 7 4.516129032258064 0.9807240240446901 38604_AT, 38236_AT, 32418_AT, 40317_AT, 32279_AT, 1901_S_AT, 1786_AT 138 1210 14116 0.5917594921547491 1.0 0.9999999995722203 100.0
GOTERM_BP_ALL GO:0007600~sensory perception 4 2.5806451612903225 0.9869391681178912 38604_AT, 38236_AT, 32418_AT, 1786_AT 138 810 14116 0.5051350867775989 1.0 0.9999999999290116 100.0
GOTERM_BP_ALL GO:0050890~cognition 4 2.5806451612903225 0.9941878452648752 38604_AT, 38236_AT, 32418_AT, 1786_AT 138 909 14116 0.45012037435627616 1.0 0.9999999999982471 100.0
Annotation Cluster 14 Enrichment Score: 0.6350810657850322
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0010646~regulation of cell communication 17 10.967741935483872 0.04392079027533277 40959_AT, 33080_S_AT, 38236_AT, 32148_AT, 41489_AT, 1112_G_AT, 40186_AT, 1355_G_AT, 1901_S_AT, 37096_AT, 33027_AT, 34618_AT, 1419_G_AT, 41280_R_AT, 40790_AT, 39187_AT, 36436_AT 138 1038 14116 1.6752673759459384 1.0 0.8085793415819473 52.71596122306042
GOTERM_BP_ALL GO:0009966~regulation of signal transduction 13 8.38709677419355 0.1451846154126064 40959_AT, 33080_S_AT, 32148_AT, 1112_G_AT, 41489_AT, 40186_AT, 1901_S_AT, 37096_AT, 33027_AT, 34618_AT, 41280_R_AT, 39187_AT, 36436_AT 138 878 14116 1.5145422732824934 1.0 0.9283594463643053 92.6903179937791
GOTERM_BP_ALL GO:0051056~regulation of small GTPase mediated signal transduction 5 3.225806451612903 0.22922689547391736 40959_AT, 33080_S_AT, 32148_AT, 33027_AT, 1901_S_AT 138 252 14116 2.0295606165171383 1.0 0.9590167174601532 98.69869310313689
GOTERM_MF_ALL GO:0060589~nucleoside-triphosphatase regulator activity 6 3.870967741935484 0.2868394754233591 35038_AT, 40959_AT, 33080_S_AT, 32148_AT, 33027_AT, 32680_AT 132 413 15143 1.6666299801893023 1.0 0.9287662342336974 99.13642964228212
GOTERM_MF_ALL GO:0030234~enzyme regulator activity 10 6.451612903225806 0.30171870041638277 35038_AT, 40959_AT, 33080_S_AT, 32148_AT, 37983_AT, 33027_AT, 32680_AT, 1419_G_AT, 41280_R_AT, 35373_AT 132 839 15143 1.3673384620941238 1.0 0.9299710227775956 99.35793034728427
GOTERM_BP_ALL GO:0046578~regulation of Ras protein signal transduction 4 2.5806451612903225 0.3337398653633822 40959_AT, 32148_AT, 33027_AT, 1901_S_AT 138 210 14116 1.948378191856453 1.0 0.9802321930861299 99.8854294855559
GOTERM_MF_ALL GO:0005083~small GTPase regulator activity 4 2.5806451612903225 0.423812537622105 40959_AT, 32148_AT, 33027_AT, 32680_AT 132 274 15143 1.6747401017474013 1.0 0.9736234747610247 99.95691590198635
GOTERM_MF_ALL GO:0030695~GTPase regulator activity 5 3.225806451612903 0.46416471396575804 40959_AT, 33080_S_AT, 32148_AT, 33027_AT, 32680_AT 132 404 15143 1.4197982298229823 1.0 0.9803527540863328 99.98447347874372
Annotation Cluster 15 Enrichment Score: 0.588821638738397
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0008283~cell proliferation 8 5.161290322580645 0.13190937605345926 1974_S_AT, 38604_AT, 31621_S_AT, 38816_AT, 1419_G_AT, 38201_AT, 1901_S_AT, 1910_S_AT 138 436 14116 1.8768780747241058 1.0 0.9190355904664333 90.54836403809226
GOTERM_MF_ALL GO:0046983~protein dimerization activity 8 5.161290322580645 0.18978192413714828 1974_S_AT, 37983_AT, 36328_AT, 34606_S_AT, 1419_G_AT, 36378_AT, 1901_S_AT, 1910_S_AT 132 542 15143 1.6932796600693278 1.0 0.8549485631381859 94.80907638459341
GOTERM_MF_ALL GO:0042802~identical protein binding 8 5.161290322580645 0.31774082187665664 36328_AT, 38482_AT, 1419_G_AT, 31576_AT, 38201_AT, 36378_AT, 1901_S_AT, 1910_S_AT 132 640 15143 1.4339962121212122 1.0 0.938078903033365 99.53668517851358
GOTERM_MF_ALL GO:0042803~protein homodimerization activity 4 2.5806451612903225 0.5547661051815311 36328_AT, 1419_G_AT, 36378_AT, 1910_S_AT 132 334 15143 1.373888586463437 1.0 0.9912836129765058 99.99885102733303
Annotation Cluster 16 Enrichment Score: 0.5676211969120081
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_CC_ALL GO:0044459~plasma membrane part 28 18.064516129032256 0.024977387128046556 38926_AT, 33530_AT, 41703_R_AT, 34467_G_AT, 37968_AT, 1355_G_AT, 33293_AT, 37983_AT, 34618_AT, 35121_AT, 1575_AT, 606_AT, 37953_S_AT, 39511_AT, 40350_AT, 38236_AT, 35595_AT, 32084_AT, 1112_G_AT, 1331_S_AT, 1901_S_AT, 1786_AT, 33371_S_AT, 38482_AT, 40317_AT, 37097_AT, 32279_AT, 34436_AT 134 2203 15908 1.5088786661336981 0.9968714084151953 0.6175645474404643 27.663064416880378
GOTERM_CC_ALL GO:0005887~integral to plasma membrane 15 9.67741935483871 0.12115326521462876 40350_AT, 38926_AT, 33530_AT, 38236_AT, 37968_AT, 34467_G_AT, 1331_S_AT, 1355_G_AT, 1786_AT, 37983_AT, 35121_AT, 37953_S_AT, 40317_AT, 37097_AT, 34436_AT 134 1188 15908 1.4989446705864615 0.999999999999837 0.8595635698127181 80.85983006149799
GOTERM_CC_ALL GO:0031226~intrinsic to plasma membrane 15 9.67741935483871 0.13768727028120875 40350_AT, 38926_AT, 33530_AT, 38236_AT, 37968_AT, 34467_G_AT, 1331_S_AT, 1355_G_AT, 1786_AT, 37983_AT, 35121_AT, 37953_S_AT, 40317_AT, 37097_AT, 34436_AT 134 1215 15908 1.4656347890178736 0.9999999999999979 0.8628640247027997 84.99119865388141
GOTERM_CC_ALL GO:0005886~plasma membrane 38 24.516129032258064 0.15684718563169603 38926_AT, 33530_AT, 35903_AT, 41703_R_AT, 32717_AT, 37968_AT, 34467_G_AT, 35367_AT, 1355_G_AT, 679_AT, 33293_AT, 35090_G_AT, 37983_AT, 34249_AT, 35091_AT, 34618_AT, 35121_AT, 1575_AT, 37953_S_AT, 606_AT, 39511_AT, 40350_AT, 38236_AT, 35595_AT, 32084_AT, 1112_G_AT, 1331_S_AT, 36378_AT, 1901_S_AT, 1786_AT, 33371_S_AT, 31987_AT, 38482_AT, 37097_AT, 40317_AT, 919_AT, 32279_AT, 37105_AT, 34436_AT, 35566_F_AT 134 3777 15908 1.194393402329101 1.0 0.8709150746785375 88.74326655647732
GOTERM_MF_ALL GO:0022857~transmembrane transporter activity 12 7.741935483870968 0.16098308117705884 32439_AT, 33685_AT, 38236_AT, 35121_AT, 32084_AT, 1575_AT, 37953_S_AT, 37097_AT, 40317_AT, 40294_AT, 39469_S_AT, 34436_AT 132 906 15143 1.5194661850290991 1.0 0.8213967420104177 91.5185952485302
GOTERM_CC_ALL GO:0016020~membrane 61 39.35483870967742 0.585368276661191 33077_AT, 34539_AT, 37968_AT, 1355_G_AT, 39469_S_AT, 33685_AT, 33293_AT, 35090_G_AT, 35956_S_AT, 1575_AT, 936_S_AT, 41280_R_AT, 39511_AT, 31715_AT, 40350_AT, 38236_AT, 35595_AT, 1112_G_AT, 36696_AT, 1901_S_AT, 1786_AT, 31987_AT, 40271_AT, 37097_AT, 919_AT, 40294_AT, 37105_AT, 34436_AT, 35566_F_AT, 34233_I_AT, 38926_AT, 33530_AT, 35903_AT, 32148_AT, 32717_AT, 41703_R_AT, 37408_AT, 34467_G_AT, 35367_AT, 35373_AT, 38128_AT, 1910_S_AT, 679_AT, 37983_AT, 34249_AT, 35091_AT, 35121_AT, 34618_AT, 1391_S_AT, 606_AT, 37953_S_AT, 32469_AT, 32439_AT, 33080_S_AT, 38229_AT, 32084_AT, 1331_S_AT, 36378_AT, 33371_S_AT, 38482_AT, 40317_AT, 32279_AT, 37166_AT 134 7266 15908 0.9966558618961344 1.0 0.9962109587253577 99.99872617639002
GOTERM_CC_ALL GO:0044425~membrane part 54 34.83870967741935 0.6689538643733413 33077_AT, 34539_AT, 37968_AT, 1355_G_AT, 39469_S_AT, 33685_AT, 33293_AT, 35090_G_AT, 35956_S_AT, 1575_AT, 936_S_AT, 39511_AT, 31715_AT, 40350_AT, 38236_AT, 35595_AT, 1112_G_AT, 36696_AT, 1901_S_AT, 1786_AT, 31987_AT, 40271_AT, 37097_AT, 919_AT, 40294_AT, 34436_AT, 35566_F_AT, 34233_I_AT, 38926_AT, 33530_AT, 35903_AT, 32148_AT, 41703_R_AT, 37408_AT, 34467_G_AT, 38128_AT, 1910_S_AT, 37983_AT, 35091_AT, 35121_AT, 34618_AT, 37953_S_AT, 1391_S_AT, 606_AT, 32469_AT, 32439_AT, 33080_S_AT, 38229_AT, 32084_AT, 1331_S_AT, 36378_AT, 33371_S_AT, 38482_AT, 40317_AT, 32279_AT 134 6578 15908 0.9745646955251108 1.0 0.9981661467511465 99.99992865661387
GOTERM_CC_ALL GO:0031224~intrinsic to membrane 44 28.387096774193548 0.7287599226280357 38926_AT, 33530_AT, 35903_AT, 33077_AT, 41703_R_AT, 34539_AT, 37408_AT, 37968_AT, 34467_G_AT, 1355_G_AT, 38128_AT, 1910_S_AT, 39469_S_AT, 33685_AT, 33293_AT, 35090_G_AT, 35956_S_AT, 37983_AT, 35091_AT, 35121_AT, 1575_AT, 37953_S_AT, 936_S_AT, 31715_AT, 32469_AT, 32439_AT, 40350_AT, 38236_AT, 32084_AT, 1112_G_AT, 1331_S_AT, 36378_AT, 36696_AT, 1901_S_AT, 1786_AT, 31987_AT, 40271_AT, 38482_AT, 37097_AT, 40317_AT, 919_AT, 32279_AT, 40294_AT, 34436_AT, 35566_F_AT 134 5485 15908 0.9523286031102465 1.0 0.9990104045858013 99.99999443467857
GOTERM_MF_ALL GO:0004872~receptor activity 14 9.032258064516128 0.8183267879699437 38926_AT, 38604_AT, 38236_AT, 35595_AT, 34539_AT, 37408_AT, 37968_AT, 34467_G_AT, 1331_S_AT, 1355_G_AT, 1901_S_AT, 1786_AT, 37983_AT, 35566_F_AT 132 1838 15143 0.8738170607049824 1.0 0.9996326641883125 99.99999999612676
GOTERM_CC_ALL GO:0016021~integral to membrane 40 25.806451612903224 0.8578642071423515 38926_AT, 33530_AT, 33077_AT, 34539_AT, 37408_AT, 37968_AT, 34467_G_AT, 1355_G_AT, 38128_AT, 1910_S_AT, 39469_S_AT, 33685_AT, 33293_AT, 35090_G_AT, 35956_S_AT, 37983_AT, 35091_AT, 35121_AT, 1575_AT, 37953_S_AT, 936_S_AT, 31715_AT, 32469_AT, 32439_AT, 40350_AT, 38236_AT, 32084_AT, 1112_G_AT, 1331_S_AT, 36378_AT, 36696_AT, 1901_S_AT, 1786_AT, 31987_AT, 40271_AT, 38482_AT, 37097_AT, 40317_AT, 40294_AT, 34436_AT, 35566_F_AT 134 5297 15908 0.8964804071017388 1.0 0.9998370381146668 99.99999999857945
Annotation Cluster 17 Enrichment Score: 0.5236376677380686
Category Term Count % PValue Genes List Total Pop Hits Pop Total Fold Enrichment Bonferroni Benjamini FDR
GOTERM_BP_ALL GO:0042493~response to drug 9 5.806451612903226 0.0012199498415629412 1974_S_AT, 38236_AT, 32084_AT, 1403_S_AT, 1575_AT, 967_G_AT, 1901_S_AT, 38128_AT, 966_AT, 1910_S_AT 138 216 14116 4.26207729468599 0.8485036626392993 0.21013973488726045 2.015059091614513
GOTERM_BP_ALL GO:0051239~regulation of multicellular organismal process 19 12.258064516129032 0.004147524144558426 35038_AT, 33963_AT, 1974_S_AT, 35903_AT, 38236_AT, 32084_AT, 1403_S_AT, 1355_G_AT, 1901_S_AT, 37172_AT, 1910_S_AT, 37096_AT, 37983_AT, 34618_AT, 39698_AT, 1419_G_AT, 40790_AT, 1983_AT, 39187_AT 138 937 14116 2.0741806258023603 0.9983801250456074 0.38997907841357904 6.696094007200948
GOTERM_BP_ALL GO:0042127~regulation of cell proliferation 15 9.67741935483871 0.020616302148471544 1974_S_AT, 38646_S_AT, 34629_AT, 1901_S_AT, 35439_AT, 39469_S_AT, 1910_S_AT, 37096_AT, 36479_AT, 37983_AT, 34618_AT, 34720_AT, 1419_G_AT, 39187_AT, 1983_AT 138 787 14116 1.949616043312524 0.9999999999999897 0.7102364340561754 29.347183844101977
GOTERM_BP_ALL GO:0048610~reproductive cellular process 6 3.870967741935484 0.020836811248568204 33685_AT, 32717_AT, 36328_AT, 35595_AT, 35439_AT, 1910_S_AT 138 162 14116 3.7885131508319914 0.9999999999999927 0.7005195071224568 29.611991462997402
GOTERM_BP_ALL GO:0045595~regulation of cell differentiation 11 7.096774193548387 0.0215978205744743 1974_S_AT, 35903_AT, 37983_AT, 34618_AT, 1403_S_AT, 39698_AT, 1983_AT, 39187_AT, 1355_G_AT, 1901_S_AT, 1910_S_AT 138 492 14116 2.286968304465653 0.9999999999999978 0.7004801250791204 30.518733124611273
GOTERM_BP_ALL GO:0043066~negative regulation of apoptosis 9 5.806451612903226 0.02212625559203553 33963_AT, 1974_S_AT, 33293_AT, 33284_AT, 34618_AT, 41280_R_AT, 1901_S_AT, 1910_S_AT, 37711_AT 138 354 14116 2.600589535740604 0.999999999999999 0.6966304756734041 31.141890825904206
GOTERM_BP_ALL GO:0043069~negative regulation of programmed cell death 9 5.806451612903226 0.023815215443919506 33963_AT, 1974_S_AT, 33293_AT, 33284_AT, 34618_AT, 41280_R_AT, 1901_S_AT, 1910_S_AT, 37711_AT 138 359 14116 2.564369625772072 0.9999999999999999 0.7112308276740666 33.098552797484224
GOTERM_BP_ALL GO:0060548~negative regulation of cell death 9 5.806451612903226 0.024163617632039152 33963_AT, 1974_S_AT, 33293_AT, 33284_AT, 34618_AT, 41280_R_AT, 1901_S_AT, 1910_S_AT, 37711_AT 138 360 14116 2.557246376811594 1.0 0.7047288546621373 33.49561950709548
GOTERM_BP_ALL GO:0048856~anatomical structure development 35 22.58064516129032 0.025587645301734446 35038_AT, 33963_AT, 33684_AT, 35903_AT, 31621_S_AT, 32717_AT, 35367_AT, 1355_G_AT, 1855_AT, 38128_AT, 35373_AT, 37711_AT, 1910_S_AT, 33293_AT, 37983_AT, 34012_AT, 34249_AT, 34618_AT, 39698_AT, 40350_AT, 1974_S_AT, 38236_AT, 34636_AT, 41489_AT, 36378_AT, 35439_AT, 1901_S_AT, 34720_AT, 38816_AT, 40317_AT, 1419_G_AT, 919_AT, 1983_AT, 39187_AT, 36436_AT 138 2527 14116 1.4167569954634873 1.0 0.7030957709436165 35.095637620635365
GOTERM_BP_ALL GO:0048731~system development 32 20.64516129032258 0.0379976913037363 35038_AT, 33963_AT, 35903_AT, 31621_S_AT, 32717_AT, 35367_AT, 1355_G_AT, 1855_AT, 35373_AT, 1910_S_AT, 37711_AT, 33293_AT, 37983_AT, 34012_AT, 34249_AT, 34618_AT, 39698_AT, 1974_S_AT, 40350_AT, 38236_AT, 34636_AT, 41489_AT, 36378_AT, 35439_AT, 1901_S_AT, 34720_AT, 38816_AT, 40317_AT, 1419_G_AT, 1983_AT, 39187_AT, 36436_AT 138 2330 14116 1.4048392112956398 1.0 0.8105443440633499 47.586426090991374
GOTERM_BP_ALL GO:0009719~response to endogenous stimulus 9 5.806451612903226 0.04377948431522259 32439_AT, 38236_AT, 34618_AT, 1403_S_AT, 37898_R_AT, 1983_AT, 1901_S_AT, 35373_AT, 1910_S_AT 138 405 14116 2.273107890499195 1.0 0.8151172043079293 52.599286185557204
GOTERM_BP_ALL GO:0006916~anti-apoptosis 6 3.870967741935484 0.05039073498605291 33963_AT, 33293_AT, 33284_AT, 41280_R_AT, 1910_S_AT, 37711_AT 138 206 14116 2.979316167159139 1.0 0.8441659429072663 57.77807847661956
GOTERM_BP_ALL GO:0048518~positive regulation of biological process 28 18.064516129032256 0.05328034496687352 33963_AT, 38646_S_AT, 37968_AT, 1355_G_AT, 1855_AT, 35373_AT, 1910_S_AT, 37711_AT, 822_S_AT, 37983_AT, 34618_AT, 39698_AT, 38945_AT, 1974_S_AT, 38604_AT, 38236_AT, 32084_AT, 1403_S_AT, 1112_G_AT, 1331_S_AT, 32250_AT, 1901_S_AT, 37096_AT, 34720_AT, 1419_G_AT, 31687_F_AT, 39187_AT, 1983_AT 138 2033 14116 1.4088125637132245 1.0 0.847569185698154 59.87025548787983
GOTERM_BP_ALL GO:0007275~multicellular organismal development 37 23.870967741935484 0.05345314547590736 35038_AT, 33963_AT, 33684_AT, 35903_AT, 31621_S_AT, 32717_AT, 35367_AT, 1355_G_AT, 1855_AT, 38128_AT, 35373_AT, 37711_AT, 1910_S_AT, 33293_AT, 35090_G_AT, 37983_AT, 34012_AT, 34249_AT, 35091_AT, 34618_AT, 39698_AT, 40350_AT, 1974_S_AT, 38236_AT, 34636_AT, 41489_AT, 36378_AT, 35439_AT, 1901_S_AT, 34720_AT, 38816_AT, 40317_AT, 1419_G_AT, 919_AT, 2090_I_AT, 1983_AT, 39187_AT, 36436_AT 138 2865 14116 1.3210208159445584 1.0 0.8421779579146327 59.99222812435063
GOTERM_BP_ALL GO:0008285~negative regulation of cell proliferation 8 5.161290322580645 0.06213793022547769 1974_S_AT, 36479_AT, 34629_AT, 34720_AT, 35439_AT, 1901_S_AT, 39469_S_AT, 1910_S_AT 138 361 14116 2.2668111927415793 1.0 0.8787867732624471 65.69261150314811
GOTERM_BP_ALL GO:0022603~regulation of anatomical structure morphogenesis 6 3.870967741935484 0.06226758351674255 35903_AT, 39698_AT, 919_AT, 39187_AT, 1901_S_AT, 1910_S_AT 138 219 14116 2.8024617828072267 1.0 0.8739018105082428 65.77161663768173
GOTERM_BP_ALL GO:0043434~response to peptide hormone stimulus 5 3.225806451612903 0.0630192354840177 1403_S_AT, 37898_R_AT, 1983_AT, 35373_AT, 1910_S_AT 138 154 14116 3.321099190664408 1.0 0.8717451024894676 66.22628156604064
GOTERM_BP_ALL GO:0050793~regulation of developmental process 12 7.741935483870968 0.0634311831530387 1974_S_AT, 35903_AT, 37983_AT, 34618_AT, 1403_S_AT, 39698_AT, 919_AT, 1983_AT, 39187_AT, 1355_G_AT, 1901_S_AT, 1910_S_AT 138 674 14116 1.82118436330796 1.0 0.8681721004039366 66.47304903442092
GOTERM_BP_ALL GO:0048519~negative regulation of biological process 25 16.129032258064516 0.06886243375475688 33963_AT, 34629_AT, 35903_AT, 33284_AT, 35373_AT, 39469_S_AT, 1910_S_AT, 37711_AT, 33293_AT, 34618_AT, 39698_AT, 41280_R_AT, 1974_S_AT, 38236_AT, 1403_S_AT, 41489_AT, 1901_S_AT, 35439_AT, 37172_AT, 37096_AT, 36479_AT, 34720_AT, 40790_AT, 39187_AT, 36436_AT 138 1812 14116 1.4112838724125796 1.0 0.8850009359421085 69.57203594632115
GOTERM_BP_ALL GO:0032501~multicellular organismal process 51 32.903225806451616 0.07019080195709601 31621_S_AT, 37968_AT, 1355_G_AT, 1855_AT, 37711_AT, 33685_AT, 33293_AT, 35090_G_AT, 40350_AT, 1974_S_AT, 38236_AT, 32418_AT, 34636_AT, 1901_S_AT, 1786_AT, 31987_AT, 34720_AT, 38816_AT, 37898_R_AT, 919_AT, 40294_AT, 1983_AT, 36436_AT, 35038_AT, 33963_AT, 33684_AT, 35903_AT, 32717_AT, 35367_AT, 35373_AT, 38128_AT, 1910_S_AT, 37983_AT, 34012_AT, 34249_AT, 35091_AT, 34618_AT, 39698_AT, 38604_AT, 38691_S_AT, 41489_AT, 36378_AT, 35439_AT, 36328_AT, 31687_F_AT, 40317_AT, 1419_G_AT, 38508_S_AT, 2090_I_AT, 32279_AT, 39187_AT, 37954_AT 138 4280 14116 1.2188744412840309 1.0 0.8803110050109207 70.28788536635192
GOTERM_BP_ALL GO:0006873~cellular ion homeostasis 8 5.161290322580645 0.07210673158618706 1974_S_AT, 37096_AT, 37983_AT, 38236_AT, 37454_AT, 1403_S_AT, 1901_S_AT, 1910_S_AT 138 374 14116 2.188018290320081 1.0 0.8826507099345796 71.29253074991773
GOTERM_BP_ALL GO:0045597~positive regulation of cell differentiation 6 3.870967741935484 0.07239472598042554 37983_AT, 34618_AT, 1403_S_AT, 39698_AT, 39187_AT, 1910_S_AT 138 229 14116 2.680083539016518 1.0 0.8790489951722639 71.44075467873465
GOTERM_BP_ALL GO:0055082~cellular chemical homeostasis 8 5.161290322580645 0.0770121632703094 1974_S_AT, 37096_AT, 37983_AT, 38236_AT, 37454_AT, 1403_S_AT, 1901_S_AT, 1910_S_AT 138 380 14116 2.1534706331045004 1.0 0.8862327594658556 73.72118156072301
GOTERM_BP_ALL GO:0050767~regulation of neurogenesis 5 3.225806451612903 0.07825493288187993 1974_S_AT, 35903_AT, 1983_AT, 1355_G_AT, 1910_S_AT 138 166 14116 3.0810197310983063 1.0 0.886054976848944 74.3050523066022
GOTERM_BP_ALL GO:0032502~developmental process 39 25.161290322580644 0.07839338398327762 35038_AT, 33963_AT, 33684_AT, 35903_AT, 31621_S_AT, 32717_AT, 35367_AT, 1355_G_AT, 1855_AT, 38128_AT, 35373_AT, 37711_AT, 1910_S_AT, 33293_AT, 35090_G_AT, 37983_AT, 34012_AT, 34249_AT, 35091_AT, 34618_AT, 39698_AT, 40350_AT, 1974_S_AT, 38236_AT, 34636_AT, 1403_S_AT, 41489_AT, 36378_AT, 35439_AT, 1901_S_AT, 36328_AT, 34720_AT, 38816_AT, 40317_AT, 1419_G_AT, 919_AT, 2090_I_AT, 1983_AT, 39187_AT, 36436_AT 138 3148 14116 1.2672504281531405 1.0 0.8822464223304392 74.3693382032975
GOTERM_BP_ALL GO:0044057~regulation of system process 7 4.516129032258064 0.0805912343279182 35038_AT, 37983_AT, 38236_AT, 32084_AT, 1419_G_AT, 40790_AT, 1355_G_AT 138 309 14116 2.3172459077904417 1.0 0.8769532119544639 75.36981481475696
KEGG_PATHWAY hsa04510:Focal adhesion 6 3.870967741935484 0.08232972873353289 38926_AT, 38508_S_AT, 1983_AT, 1901_S_AT, 35373_AT, 1910_S_AT 60 201 5085 2.529850746268657 0.9999066402760715 0.7870096503647105 61.99404038427604
GOTERM_BP_ALL GO:0019725~cellular homeostasis 9 5.806451612903226 0.08398607404066523 1974_S_AT, 37096_AT, 37983_AT, 38236_AT, 37454_AT, 1403_S_AT, 37166_AT, 1901_S_AT, 1910_S_AT 138 466 14116 1.9755551408844934 1.0 0.8838313226781556 76.84330832138295
GOTERM_MF_ALL GO:0019899~enzyme binding 9 5.806451612903226 0.08407547961542633 1974_S_AT, 822_S_AT, 41703_R_AT, 40058_S_AT, 41280_R_AT, 1983_AT, 1901_S_AT, 35373_AT, 1910_S_AT 132 523 15143 1.9741439249087431 0.9999999999999999 0.7465565835219905 70.90133866642748
GOTERM_BP_ALL GO:0030003~cellular cation homeostasis 6 3.870967741935484 0.10139703081582602 1974_S_AT, 37096_AT, 37983_AT, 37454_AT, 1403_S_AT, 1910_S_AT 138 254 14116 2.416295789113317 1.0 0.9056997627901777 83.18509585699476
GOTERM_BP_ALL GO:0006874~cellular calcium ion homeostasis 5 3.225806451612903 0.1026736824193444 37096_AT, 37983_AT, 37454_AT, 1403_S_AT, 1910_S_AT 138 183 14116 2.7948047834006498 1.0 0.9054826270039825 83.57906583882986
GOTERM_BP_ALL GO:0050801~ion homeostasis 8 5.161290322580645 0.10341755930122257 1974_S_AT, 37096_AT, 37983_AT, 38236_AT, 37454_AT, 1403_S_AT, 1901_S_AT, 1910_S_AT 138 409 14116 2.0007795613195847 1.0 0.9040584206425111 83.80460527684774
GOTERM_BP_ALL GO:0007399~nervous system development 16 10.32258064516129 0.10595403643047374 33963_AT, 40350_AT, 1974_S_AT, 35903_AT, 38236_AT, 32717_AT, 1355_G_AT, 1901_S_AT, 1910_S_AT, 37711_AT, 33293_AT, 34249_AT, 34720_AT, 38816_AT, 40317_AT, 1983_AT 138 1088 14116 1.5042625745950553 1.0 0.9066971656051626 84.55195233214702
GOTERM_BP_ALL GO:0055074~calcium ion homeostasis 5 3.225806451612903 0.11045303246209154 37096_AT, 37983_AT, 37454_AT, 1403_S_AT, 1910_S_AT 138 188 14116 2.7204748689485045 1.0 0.9132954657797063 85.79841056377153
GOTERM_BP_ALL GO:0048513~organ development 23 14.838709677419354 0.11532270559885599 35038_AT, 1974_S_AT, 31621_S_AT, 32717_AT, 34636_AT, 41489_AT, 36378_AT, 1355_G_AT, 1855_AT, 35439_AT, 35373_AT, 1901_S_AT, 1910_S_AT, 37711_AT, 37983_AT, 34012_AT, 34720_AT, 34618_AT, 38816_AT, 39698_AT, 1419_G_AT, 1983_AT, 39187_AT 138 1738 14116 1.353663214422708 1.0 0.9200057050188156 87.04071110494617
GOTERM_BP_ALL GO:0044093~positive regulation of molecular function 10 6.451612903225806 0.11662380746345741 35038_AT, 33963_AT, 1974_S_AT, 37096_AT, 37983_AT, 1983_AT, 1355_G_AT, 1901_S_AT, 39094_AT, 1910_S_AT 138 586 14116 1.7455606667655934 1.0 0.9197416975828 87.35490812162871
GOTERM_BP_ALL GO:0048545~response to steroid hormone stimulus 5 3.225806451612903 0.11686173410977796 34618_AT, 1403_S_AT, 1983_AT, 1901_S_AT, 1910_S_AT 138 192 14116 2.6637983091787443 1.0 0.9175162299911666 87.4115837565382
GOTERM_BP_ALL GO:0051960~regulation of nervous system development 5 3.225806451612903 0.11686173410977796 1974_S_AT, 35903_AT, 1983_AT, 1355_G_AT, 1910_S_AT 138 192 14116 2.6637983091787443 1.0 0.9175162299911666 87.4115837565382
GOTERM_BP_ALL GO:0065008~regulation of biological quality 20 12.903225806451612 0.11870619002104249 33963_AT, 1974_S_AT, 38604_AT, 31621_S_AT, 38236_AT, 37454_AT, 32084_AT, 1403_S_AT, 1901_S_AT, 1910_S_AT, 37096_AT, 37983_AT, 36328_AT, 31687_F_AT, 1419_G_AT, 919_AT, 40790_AT, 32279_AT, 37166_AT, 37954_AT 138 1469 14116 1.3926460867592074 1.0 0.9156600526527572 87.84291348016492
GOTERM_BP_ALL GO:0022414~reproductive process 12 7.741935483870968 0.12185172285453008 33685_AT, 35956_S_AT, 32717_AT, 36328_AT, 35595_AT, 34618_AT, 40294_AT, 35169_AT, 1983_AT, 35439_AT, 1901_S_AT, 1910_S_AT 138 762 14116 1.6108638594088782 1.0 0.9188200515642215 88.5466163143789
GOTERM_BP_ALL GO:0048523~negative regulation of cellular process 22 14.193548387096774 0.1228960643618186 33963_AT, 1974_S_AT, 35903_AT, 34629_AT, 33284_AT, 41489_AT, 35439_AT, 35373_AT, 1901_S_AT, 39469_S_AT, 37711_AT, 1910_S_AT, 37096_AT, 36479_AT, 33293_AT, 34720_AT, 34618_AT, 39698_AT, 41280_R_AT, 40790_AT, 39187_AT, 36436_AT 138 1660 14116 1.3556486816832545 1.0 0.9181443575435337 88.77165570849527
GOTERM_BP_ALL GO:0006875~cellular metal ion homeostasis 5 3.225806451612903 0.12343007218841104 37096_AT, 37983_AT, 37454_AT, 1403_S_AT, 1910_S_AT 138 196 14116 2.6094350783791778 1.0 0.9165709155501421 88.88511358349673
GOTERM_BP_ALL GO:0000003~reproduction 12 7.741935483870968 0.12587156461769444 33685_AT, 35956_S_AT, 32717_AT, 36328_AT, 35595_AT, 34618_AT, 40294_AT, 35169_AT, 1983_AT, 35439_AT, 1901_S_AT, 1910_S_AT 138 767 14116 1.6003627912249871 1.0 0.9183885665548777 89.39025396880058