From aec75ad3f23d8a2cd238b4eb9369ce0075785b7c Mon Sep 17 00:00:00 2001
From: mcariou <115-mcariou@users.noreply.gitbio.ens-lyon.fr>
Date: Tue, 26 Jan 2021 15:48:27 +0100
Subject: [PATCH] update remove covidcomp

---
 covid_comp.Rnw |  606 ----------------------------
 covid_comp.pdf |  Bin 320240 -> 0 bytes
 covid_comp.tex | 1053 ------------------------------------------------
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 delete mode 100644 covid_comp.Rnw
 delete mode 100644 covid_comp.pdf
 delete mode 100644 covid_comp.tex

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-\documentclass[11pt, oneside]{article}   	% use "amsart" instead of "article" for AMSLaTeX format
-%\usepackage{geometry}                		% See geometry.pdf to learn the layout options. There are lots.
-%\geometry{letterpaper}                   		% ... or a4paper or a5paper or ... 
-%\geometry{landscape}                		% Activate for for rotated page geometry
-%\usepackage[parfill]{parskip}    		% Activate to begin paragraphs with an empty line rather than an indent
-%\usepackage{graphicx}				% Use pdf, png, jpg, or eps with pdflatex; use eps in DVI mode
-								% TeX will automatically convert eps --> pdf in pdflatex		
-%\usepackage{amssymb}
-
-\usepackage[utf8]{inputenc}
-%\usepackage[cyr]{aeguill}
-%\usepackage[francais]{babel}
-%\usepackage{hyperref}
-
-
-\title{Positive selection on genes interacting with SARS-Cov2, comparison of different analysis}
-\author{Marie Cariou}
-\date{Mai 2020}							% Activate to display a given date or no date
-
-\begin{document}
-\maketitle
-
-\tableofcontents
-
-\newpage
-
-\section{Files manipulations}
-
-I will compare Janet Young's results to DGINN results, on the SAME alignment.
-
-\subsection{Read Janet Young's table}
-
-<<>>=
-tab<-read.delim("/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/data/COVID_PAMLresults_332hits_plusBatScreens_2020_Apr14.csv",
-		fill=T, h=T, dec=",")
-dim(tab)
-
-names(tab)
-
-@
-
-\subsection{Read DGINN table}
-
-<<>>=
-dginn<-read.delim("/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/data/summary.res", 
-		  fill=T, h=T)
-
-dim(dginn)
-
-names(dginn)
-@
-
-\subsection{Joining table}
-
-\subsubsection{Based on which column?}
-
-<<>>=
-head(tab)[,1:5]
-# gene avec un nom bizar dans certaines colomne
-tab[158,1:10]
-
-#
-length(unique(dginn$Gene))
-length(unique(tab$PreyGene))
-length(unique(tab$Gene.name))
-
-#quelle paire de colonne contient le plus de noms identiques
-sum(unique(dginn$Gene) %in% unique(tab$PreyGene))
-sum(unique(dginn$Gene) %in% unique(tab$Gene.name))
-
-# dginn$Gene et tab$Gene.name presque identiques sauf 1 ligne. 
-# Je soupçonne que c'est celle là:
-tab[158,1:10]
-
-# Verif:
-tab[,1:10][(tab$Gene.name %in% unique(dginn$Gene))==F,]
-# yep
-
-# Remplacement manuel par
-as.character(unique(dginn$Gene)[(unique(dginn$Gene) %in% tab$Gene.name)==F])
-# dans le tableau de Janet
-
-val_remp=as.character(unique(dginn$Gene)[(unique(dginn$Gene) %in% tab$Gene.name)==F])
-
-tab$Gene.name<-as.character(tab$Gene.name)
-
-tab$Gene.name[158]<-val_remp
-
-sum(unique(dginn$Gene) %in% unique(tab$Gene.name))
-@
-
-\subsubsection{New columns}
-
-<<>>=
-
-add_col<-function(method="PamlM1M2"){
-
-tmp<-dginn[dginn$Method==method,
-	   c("Gene", "Omega", "PosSel", "PValue", "NbSites", "PSS")]
-
-names(tmp)<-c("Gene.name", paste0("Omega_", method), 
-	      paste0("PosSel_", method), paste0("PValue_", method), 
-	      paste0("NbSites_", method), paste0("PSS_", method))
-
-tab<-merge(tab, tmp, by="Gene.name")
-
-return(tab)
-}
-
-tab<-add_col("PamlM1M2")
-tab<-add_col("PamlM7M8")
-tab<-add_col("BppM1M2")
-tab<-add_col("BppM7M8")
-
-
-# Manip pour la colonne BUSTED
-
-tmp<-dginn[dginn$Method=="BUSTED",c("Gene", "Omega", "PosSel", "PValue")]
-names(tmp)<-c("Gene.name", "Omega_BUSTED", "PosSel_BUSTED", "PValue_BUSTED")
-tab<-merge(tab, tmp, by="Gene.name")
-
-tmp<-dginn[dginn$Method=="MEME",c("Gene", "NbSites", "PSS")]
-names(tmp)<-c("Gene.name", "NbSites_MEME", "PSS_MEME")
-tab<-merge(tab, tmp, by="Gene.name")
-
-@
-
-\subsection{Write new table}
-<<>>=
-write.table(tab, 
-	"COVID_PAMLresults_332hits_plusBatScreens_plusDGINN_20200506.txt", 
-	row.names=F, quote=F, sep="\t")
-@
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\section{Comparisons Primates}
-
-\subsection{DGINN results on Janet Young's alignments (DGINN-Young-primate) VS Janet Young's results}
-
-\subsubsection{Omega}
-
-Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "omega" dans la sortie de dginn.
-<<omegaM7M8>>=
-
-plot(tab$whole.gene.dN.dS.model.0, tab$Omega_PamlM7M8, 
-     xlab="Omega Young-primate", ylab="Omega DGINN-Young-primate")
-@
-Quels sont les 2 gènes qui s'écartent de la bissectrice?
-<<>>=
-tab[tab$whole.gene.dN.dS.model.0<0.2 & tab$Omega_PamlM7M8>0.4,c("Gene.name")]
-tab[tab$whole.gene.dN.dS.model.0<0.6 & tab$Omega_PamlM7M8>0.7,c("Gene.name")]
-
-@
-
-
-\subsubsection{pvalues pour M7M8}
-
-Cette fois, je compare la colonne R "pVal.M8vsM7", à la colonne "PValue" + ligne "PamlM7M8", pour la sortie de dginn. 
-
-<<pvalM7M8>>=
-
-plot(tab$pVal.M8vsM7, tab$PValue_PamlM7M8, pch=20, 
-     xlab="p-value Young-primate", ylab="p-value DGINN-Young-primate", main="M7vM8 Paml")
-points(tab$pVal.M8vsM7[tab$pVal.M8vsM7>0.05 & tab$PValue_PamlM7M8<0.05], 
-       tab$PValue_PamlM7M8[tab$pVal.M8vsM7>0.05 & tab$PValue_PamlM7M8<0.05], 
-       col="red", pch=20)
-points(tab$pVal.M8vsM7[tab$pVal.M8vsM7<0.05 & tab$PValue_PamlM7M8>0.05], 
-       tab$PValue_PamlM7M8[tab$pVal.M8vsM7<0.05 & tab$PValue_PamlM7M8>0.05], 
-       col="green", pch=20)
-
-legend("topleft", c("<0.05 in DGINN-Young-primate PamlM7M8 but >0.05 in Young M8vsM7",
-	"<0.05 in Young M8vsM7 but >0.05 in DGINN-Young-primate PamlM7M8"), 
-    pch=20, col=c("red", "green")) 
-
-@
-
-Quels sont les gènes en couleur:
-
-<<>>=
-na.omit(tab[(tab$pVal.M8vsM7>0.05 & tab$PValue_PamlM7M8<0.05),
-c("Gene.name", "pVal.M8vsM7", "PValue_PamlM7M8", "whole.gene.dN.dS.model.0", "Omega_PamlM7M8")])
-
-na.omit(tab[(tab$pVal.M8vsM7<0.05 & tab$PValue_PamlM7M8>0.05),
-c("Gene.name", "pVal.M8vsM7", "PValue_PamlM7M8", "whole.gene.dN.dS.model.0", "Omega_PamlM7M8")])
-@
-
-Focus sur le gène CIT pour lequel la différence est vraiment assez importante:
-
-<<cit>>=
-dginn[dginn$Gene=="CIT",]
-
-tab[tab$Gene.name=="CIT",1:20]
-@
-
-
-
-\subsubsection{Concordance des méthodes}
-
-Est-ce que les gènes avec une faible p-value sont détecté par 1,2,3,4 ou 5 méthodes en général?
-
-<<stripchart>>=
-nontab<-tab[tab$pVal.M8vsM7>=0.05,c("Gene.name","PosSel_PamlM1M2", "PosSel_PamlM7M8","PosSel_BppM1M2",
-"PosSel_BppM7M8", "PosSel_BUSTED")]
-
-
-non<-apply(nontab, 1, function(x) sum(x=="Y"))
-
-
-ouitab<-tab[tab$pVal.M8vsM7<0.05,c("Gene.name","PosSel_PamlM1M2", "PosSel_PamlM7M8","PosSel_BppM1M2",
-"PosSel_BppM7M8", "PosSel_BUSTED")]
-
-oui<-apply(ouitab, 1, function(x) sum(x=="Y"))
-
-stripchart(x=list(oui, non), method="jitter", jitter=0.2, 
-	   vertical=T, pch=20, cex=0.5, 
-	   group.names=c("Yes Young", "No Young"), 
-	   ylab="Nb YES from dginn")
-
-
-@
-
-\subsection{Résultats Cooper-primate VS Young-primate}
-
-\subsubsection{How many genes in the Cooper-primate columns?}
-
-<<>>=
-# Temporary table with necessary columns
-
-tmp<-tab[,c("Gene.name", "whole.gene.dN.dS.model.0", "pVal.M8vsM7", 
-"cooper.primates.Gene", "cooper.primates.Average_dNdS",
-"cooper.primates.M7.M8_p_value")]
-dim(tmp)
-
-# Lines with values in the cooper Gene names column
-dim(tmp[tmp$cooper.primates.Gene!="",])
-
-# Line with values (no NA) in the Cooper dNdS column
-sum(is.na(tmp$cooper.primates.Average_dNdS)==F)
-
-# Line with values (no NA) in the Cooper pvalue column
-sum(is.na(tmp$cooper.primates.M7.M8_p_value)==F)
-@
-
-\subsubsection{Omega}
-
-Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "cooper.primates.Average\_dNdS"
-
-<<omegaM7M8coop>>=
-plot(tab$whole.gene.dN.dS.model.0, tab$cooper.primates.Average_dNdS, 
-     xlab="Omega Young-primate", ylab="Omega Cooper-primate")
-@
-
-\subsubsection{pvalues pour M7M8}
-
-Cette fois, je compare la colonne R "pVal.M8vsM7", à la colonne cooper.primates.M7.M8\_p\_value (p-value de l'analyse de Cooper). 
-
-<<pvalM7M8coop>>=
-
-plot(tab$pVal.M8vsM7, tab$cooper.primates.M7.M8_p_value, pch=20, 
-     xlab="p-value Young", ylab="p-value Cooper-primate", main="M7vM8 Paml-primate")
-
-points(tab$pVal.M8vsM7[tab$pVal.M8vsM7>0.05 & tab$cooper.primates.M7.M8_p_value<0.05], 
-       tab$cooper.primates.M7.M8_p_value[tab$pVal.M8vsM7>0.05 & tab$cooper.primates.M7.M8_p_value<0.05], 
-       col="red", pch=20)
-points(tab$pVal.M8vsM7[tab$pVal.M8vsM7<0.05 & tab$cooper.primates.M7.M8_p_value>0.05], 
-       tab$cooper.primates.M7.M8_p_value[tab$pVal.M8vsM7<0.05 & tab$cooper.primates.M7.M8_p_value>0.05], 
-       col="green", pch=20)
-
-legend("topleft", c("<0.05 in Cooper PamlM7M8 but >0.05 in Young M8vsM7",
-	"<0.05 in Young M8vsM7 but >0.05 in Cooper PamlM7M8"), 
-    pch=20, col=c("red", "green")) 
-
-@
-
-\subsection{Résultats DGINN sur alignement de Janet-Young (DGINN-Young-primate) VS Cooper-primates}
-
-\subsubsection{Omega}
-
-Comparaison des Omega: colonne colonne "cooper.primates.Average\_dNdS" VS omega de DGINN.
-
-<<omegaM7M8comp3>>=
-plot(tab$Omega_PamlM7M8, tab$cooper.primates.Average_dNdS, 
-     xlab="Omega DGINN-Young-primate", ylab="Omega Cooper-primate")
-@
-
-\subsubsection{pvalues pour M7M8}
-
-Cette fois, je compare la colonne R "pVal.M8vsM7", à la colonne "PValue" + ligne "PamlM7M8", pour la sortie de dginn. 
-
-<<pvalM7M8comp3>>=
-
-plot(tab$PValue_PamlM7M8, tab$cooper.primates.M7.M8_p_value, pch=20, 
-     xlab="p-value DGINN-Young-primate", ylab="p-value Cooper-primate", main="M7vM8 Paml")
-
-points(tab$PValue_PamlM7M8[tab$PValue_PamlM7M8>0.05 & tab$cooper.primates.M7.M8_p_value<0.05], 
-       tab$cooper.primates.M7.M8_p_value[tab$PValue_PamlM7M8>0.05 & tab$cooper.primates.M7.M8_p_value<0.05], 
-       col="red", pch=20)
-points(tab$PValue_PamlM7M8[tab$PValue_PamlM7M8<0.05 & tab$cooper.primates.M7.M8_p_value>0.05], 
-       tab$cooper.primates.M7.M8_p_value[tab$PValue_PamlM7M8<0.05 & tab$cooper.primates.M7.M8_p_value>0.05], 
-       col="green", pch=20)
-
-legend("topleft", c("<0.05 in Cooper-primate PamlM7M8 but >0.05 in DGINN-Young-primate M8vsM7",
-	"<0.05 in DGINN-Young-primate M8vsM7 but >0.05 in Cooper-primate PamlM7M8"), 
-    pch=20, col=c("red", "green")) 
-
-@
-
-\subsection{Overlap}
-
-I will draw a venn diagramm for the positive genes in the 3 analyses.
-
-\subsubsection{Library and subtable}
-
-<<sub>>=
-library(VennDiagram)
-
-# keeps only genes analysed in all 3 experiments
-tmp<-na.omit(tab[,c("Gene.name", "pVal.M8vsM7", "cooper.primates.M7.M8_p_value",
- "PosSel_PamlM7M8", "PValue_PamlM7M8")])                                               
-dim(tmp)
-@
-
-Il reste 186 gènes
-
-<<vennprimate>>=
-area1dginn<-sum(tmp$PosSel_PamlM7M8=="Y")
-area2jean<-sum(tmp$pVal.M8vsM7<0.05)
-area3coop<-sum(tmp$cooper.primates.M7.M8_p_val<0.05, na.rm=T)
-
-
-n12<-sum(tmp$PosSel_PamlM7M8=="Y" & tmp$pVal.M8vsM7<0.05)
-n23<-sum(tmp$pVal.M8vsM7<0.05 & tmp$cooper.primates.M7.M8_p_val<0.05, na.rm=T)
-n13<-sum(tmp$PosSel_PamlM7M8=="Y" & tmp$cooper.primates.M7.M8_p_val<0.05, na.rm=T)
-
-n123<-sum(tmp$PosSel_PamlM7M8=="Y" & tmp$pVal.M8vsM7<0.05 & 
-tmp$cooper.primates.M7.M8_p_val<0.05, na.rm=T)
-
-draw.triple.venn(area1dginn, area2jean, area3coop, 
-n12, n23, n13, n123, 
-category=c("DGINN-Young-primate", "Young-primate", "Cooper-primate"))
-@
-
-\subsection{Mondrian}
-
-<<mondrianprimates>>=
-
-library(Mondrian)
-
-monddata<-as.data.frame(tmp$Gene.name)
-monddata$primates_dginn_young<-ifelse(tmp$PosSel_PamlM7M8=="Y", 1,0)
-monddata$primates_young<-ifelse(tmp$pVal.M8vsM7<0.05, 1, 0)
-monddata$primates_cooper<-ifelse(tmp$cooper.primates.M7.M8_p_val<0.05, 1, 0)
-
-mondrian(monddata[,2:4])
-@
-
-
-%\subsection{Comparaison des codons?}
-
-%Subtable with lines with both methods showing positive selection.
-
-<<eval=FALSE, echo=FALSE>>=
-%<<selec>>=
-#cas ou selection + dans les 2 cas
-sel<-na.omit(tab[(tab$pVal.M8vsM7<0.05 & tab$PValue_PamlM7M8<0.05),c("Gene.name", "pVal.M8vsM7", "PValue_PamlM7M8", "whole.gene.dN.dS.model.0", "Omega_PamlM7M8", "Number.of.codons.with.BEB....0.9", "Codons.under.positive.selection..BEB..0.9...alignment.position.", "NbSites_PamlM7M8","PSS_PamlM7M8")])
-
-dim(sel)
-head(sel)
-@
-
-<<nsites, eval=FALSE, echo=FALSE>>=
-%<<nsites>>=
-plot(sel$Number.of.codons.with.BEB....0.9, sel$NbSites_PamlM7M8)
-# toujours plus de codon dans la version de janet Young
-
-listdginn<-sapply(sel$PSS_PamlM7M8, function(x){ 
-	tmp<-strsplit(as.character(x), split=",")[[1]]
-	names(tmp)<-rep("dginn", length(tmp))
-	return(tmp)
-})
-names(listdginn)<-sel$Gene.name
-
-
-
-listjanet<-sapply(sel$Codons.under.positive.selection..BEB..0.9...alignment.position., function(x){ 
-		  
-	tmp<-strsplit(as.character(x), split=",")[[1]]
-	tmp2<-sapply(tmp, function(x) strsplit(as.character(x), split="_")[[1]][1])		
-	tmp2<-unlist(tmp2)
-	names(tmp2)<-rep("young", length(tmp2))
-	return(unlist(tmp2))
-})
-
-names(listjanet)<-sel$Gene.name
-
-listjoined<-mapply(c, listdginn, listjanet, SIMPLIFY=FALSE)
-
-@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-
-\section{Bats Comparisons}
-
-\subsection{Add DGINN results for Bats}
-
-Lecture du tableau.
-
-<<readtab4test, eval=F>>=
-# Tableau tel qu'il est à cet étape du script, pour travailler sur l'ajout du nouveau tableau bats sans recommencer au début à chaque fois.
-tab<-read.delim("COVID_PAMLresults_332hits_plusBatScreens_plusDGINN_20200506.txt", 
-	header=TRUE, sep="\t")
-@
-
-<<>>=
-#dginnbatsold<-read.delim("/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/data/2020_bats_completeResults.csv", 
-#		  fill=T, h=T)
-
-
-dginnbats<-read.delim("/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/data/DGINN_202005281339summary_cleaned.tab", 
-		  fill=T, h=T)
-
-
-dim(dginnbats)
-names(dginnbats)
-length(unique(dginnbats$Gene))
-length(unique(tab$cooper.batsGene))
-table(unique(tab$cooper.batsGene) %in% unique(dginnbats$Gene))
-@
-
-Which genes in the Cooper table are not in the gene output?
-
-<<>>=
-unique(tab$cooper.batsGene)[unique(tab$cooper.batsGene) %in% unique(dginnbats$Gene)==F]
-@
-
-Merge tables:
-
-<<bats>>=
-
-names(dginnbats)<-c("File", "bats_Name", "cooper.batsGene", paste0("bats_", names(dginnbats)[-(1:3)]))
-
-tab<-merge(tab,dginnbats, by="cooper.batsGene", all.x=T)
-@
-
-
-\subsection{Cooper-bats results vs DGINN-bats results}
-
-\subsubsection{Omega}
-
-<<omegaM7M8bats>>=
-
-plot(tab$cooper.batsAverage_dNdS, tab$bats_omegaM0codeml, 
-     xlab="Omega Cooper-bats", ylab="Omega DGINN-bats")
-@
-
-\subsubsection{pvalues pour M7M8}
-
-<<pvalM7M8bats>>=
-tab$bats_codemlM7M8.p.value<-as.numeric(as.character(tab$bats_codemlM7M8.p.value))
-
-plot(tab$cooper.batsM7.M8_p_value, tab$bats_codemlM7M8.p.value, pch=20, 
-     xlab="p-value Cooper-bats", ylab="p-value DGINN-bats", main="M7vM8 Paml")
-
-points(tab$cooper.batsM7.M8_p_value[tab$cooper.batsM7.M8_p_value>0.05 & tab$bats_codemlM7M8.p.value<0.05], 
-       tab$bats_codemlM7M8.p.value[tab$cooper.batsM7.M8_p_value>0.05 & tab$bats_codemlM7M8.p.value<0.05], 
-       col="red", pch=20)
-points(tab$cooper.batsM7.M8_p_value[tab$cooper.batsM7.M8_p_value<0.05 & tab$bats_codemlM7M8.p.value>0.05], 
-       tab$bats_codemlM7M8.p.value[tab$cooper.batsM7.M8_p_value<0.05 & tab$bats_codemlM7M8.p.value>0.05], 
-       col="green", pch=20)      
-
-
-legend("topleft", c("<0.05 in DGINN-bats but >0.05 in Cooper-bats",
-	"<0.05 in Cooper-bats but >0.05 in DGINN-bats"), 
-    pch=20, col=c("red", "green")) 
-
-@
-
-
-
-
-\subsection{Comparaison Cooper-Hawkins}
-
-
-\subsubsection{pvalues pour M7M8}
-
-<<pvalM7M8comp2>>=
-
-plot(tab$cooper.batsM7.M8_p_value, tab$hawkins_Positive.Selection..M8vM8a.p.value, 
-	pch=20, xlab="p-value Cooper-bats", ylab="p-value hawkins-bats", main="M7vM8 Paml")
-
-points(tab$cooper.batsM7.M8_p_value[tab$cooper.batsM7.M8_p_value>0.05 & 
-	tab$hawkins_Positive.Selection..M8vM8a.p.value<0.05], 
-    tab$hawkins_Positive.Selection..M8vM8a.p.value[tab$cooper.batsM7.M8_p_value>0.05 & 
-    tab$hawkins_Positive.Selection..M8vM8a.p.value<0.05], 
-    col="red", pch=20)
-points(tab$cooper.batsM7.M8_p_value[tab$cooper.batsM7.M8_p_value<0.05 & 
-	tab$hawkins_Positive.Selection..M8vM8a.p.value>0.05], 
-    tab$hawkins_Positive.Selection..M8vM8a.p.value[tab$cooper.batsM7.M8_p_value<0.05 & 
-    tab$hawkins_Positive.Selection..M8vM8a.p.value>0.05], 
-    col="green", pch=20)      
-
-
-legend("topleft", c("<0.05 in Hawkins but >0.05 in Cooper",
-	"<0.05 in Cooper but >0.05 in Hawkins"), 
-    pch=20, col=c("red", "green")) 
-
-@
-
-
-\subsection{Comparaison dginn-Hawkins}
-
-<<pvalM7M8compautre>>=
-
-plot(tab$hawkins_Positive.Selection..M8vM8a.p.value, tab$bats_codemlM7M8.p.value, 
-	pch=20, xlab="p-value hawkins-bats", ylab="p-value DGINN-bats", main="M7vM8 Paml")
-
-points(tab$hawkins_Positive.Selection..M8vM8a.p.value[tab$hawkins_Positive.Selection..M8vM8a.p.value>0.05 &
-	tab$bats_codemlM7M8.p.value<0.05], 
-    tab$bats_codemlM7M8.p.value[tab$hawkins_Positive.Selection..M8vM8a.p.value>0.05 &
-    tab$bats_codemlM7M8.p.value<0.05], col="red", pch=20)
-points(tab$hawkins_Positive.Selection..M8vM8a.p.value[tab$hawkins_Positive.Selection..M8vM8a.p.value<0.05 & 
-	tab$bats_codemlM7M8.p.value>0.05], 
-    tab$bats_codemlM7M8.p.value[tab$hawkins_Positive.Selection..M8vM8a.p.value<0.05 & 
-    tab$bats_codemlM7M8.p.value>0.05], col="green", pch=20)      
-
-
-legend("topleft", c("<0.05 in DGINN-bats but >0.05 in Hawkins",
-	"<0.05 in Hawkinsbut >0.05 in DGINN-bats"), 
-    pch=20, col=c("red", "green")) 
-
-@
-
-
-
-
-
-\subsection{Diagramme de Venn}
-
-I will draw a venn diagramm for the positive genes in the 3 analyses.
-
-\subsubsection{subtab}
-
-<<subbats>>=
-tmp<-na.omit(tab[,c("Gene.name", "bats_codemlM7M8.p.value", "hawkins_Positive.Selection..M8vM8a.p.value", "cooper.batsM7.M8_p_value")])
-dim(tmp)
-@
-
-154 genes (present in the 3 experiments)
-
-\subsubsection{figure}                                               
-<<vennbats>>=
-area1dginn<-sum(tmp$bats_codemlM7M8.p.value<0.05, na.rm=T)
-area2hawk<-sum(tmp$hawkins_Positive.Selection..M8vM8a.p.value<0.05, na.rm=T)
-area3coop<-sum(tmp$cooper.batsM7.M8_p_value<0.05, na.rm=T)
-
-
-n12<-sum(tmp$bats_codemlM7M8.p.value<0.05 & tmp$hawkins_Positive.Selection..M8vM8a.p.value<0.05, na.rm=T)
-
-n23<-sum(tmp$hawkins_Positive.Selection..M8vM8a.p.value<0.05 & tmp$cooper.batsM7.M8_p_value<0.05, na.rm=T)
-
-n13<-sum(tmp$bats_codemlM7M8.p.value<0.05 & tmp$cooper.batsM7.M8_p_value<0.05, na.rm=T)
-
-
-n123<-sum(tmp$bats_codemlM7M8.p.value<0.05 & tmp$hawkins_Positive.Selection..M8vM8a.p.value<0.05 & tmp$cooper.batsM7.M8_p_value<0.05, na.rm=T)
-
-draw.triple.venn(area1dginn, area2hawk, area3coop, 
-n12, n23, n13, n123, 
-category=c("DGINN-Young-bats", "Hawkins-bats", "Cooper-bats"))
-
-
-@
-
-\subsection{Mondrian}
-
-<<mondrianbats>>=
-library(Mondrian)
-
-monddata<-as.data.frame(tmp$Gene.name)
-monddata$bats_dginn<-ifelse(tmp$bats_codemlM7M8.p.value<0.05, 1,0)
-monddata$bats_hawkins<-ifelse(tmp$hawkins_Positive.Selection..M8vM8a.p.value<0.05, 1, 0)
-monddata$bats_cooper<-ifelse(tmp$cooper.batsM7.M8_p_value<0.05, 1, 0)
-
-mondrian(monddata[,2:4])
-@
-
-\section{To do}
-
-Comparaison G4 pas G4
-
-\end{document}
-
diff --git a/covid_comp.pdf b/covid_comp.pdf
deleted file mode 100644
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diff --git a/covid_comp.tex b/covid_comp.tex
deleted file mode 100644
index 1965f84..0000000
--- a/covid_comp.tex
+++ /dev/null
@@ -1,1053 +0,0 @@
-\documentclass[11pt, oneside]{article}\usepackage[]{graphicx}\usepackage[]{color}
-% maxwidth is the original width if it is less than linewidth
-% otherwise use linewidth (to make sure the graphics do not exceed the margin)
-\makeatletter
-\def\maxwidth{ %
-  \ifdim\Gin@nat@width>\linewidth
-    \linewidth
-  \else
-    \Gin@nat@width
-  \fi
-}
-\makeatother
-
-\definecolor{fgcolor}{rgb}{0.345, 0.345, 0.345}
-\newcommand{\hlnum}[1]{\textcolor[rgb]{0.686,0.059,0.569}{#1}}%
-\newcommand{\hlstr}[1]{\textcolor[rgb]{0.192,0.494,0.8}{#1}}%
-\newcommand{\hlcom}[1]{\textcolor[rgb]{0.678,0.584,0.686}{\textit{#1}}}%
-\newcommand{\hlopt}[1]{\textcolor[rgb]{0,0,0}{#1}}%
-\newcommand{\hlstd}[1]{\textcolor[rgb]{0.345,0.345,0.345}{#1}}%
-\newcommand{\hlkwa}[1]{\textcolor[rgb]{0.161,0.373,0.58}{\textbf{#1}}}%
-\newcommand{\hlkwb}[1]{\textcolor[rgb]{0.69,0.353,0.396}{#1}}%
-\newcommand{\hlkwc}[1]{\textcolor[rgb]{0.333,0.667,0.333}{#1}}%
-\newcommand{\hlkwd}[1]{\textcolor[rgb]{0.737,0.353,0.396}{\textbf{#1}}}%
-\let\hlipl\hlkwb
-
-\usepackage{framed}
-\makeatletter
-\newenvironment{kframe}{%
- \def\at@end@of@kframe{}%
- \ifinner\ifhmode%
-  \def\at@end@of@kframe{\end{minipage}}%
-  \begin{minipage}{\columnwidth}%
- \fi\fi%
- \def\FrameCommand##1{\hskip\@totalleftmargin \hskip-\fboxsep
- \colorbox{shadecolor}{##1}\hskip-\fboxsep
-     % There is no \\@totalrightmargin, so:
-     \hskip-\linewidth \hskip-\@totalleftmargin \hskip\columnwidth}%
- \MakeFramed {\advance\hsize-\width
-   \@totalleftmargin\z@ \linewidth\hsize
-   \@setminipage}}%
- {\par\unskip\endMakeFramed%
- \at@end@of@kframe}
-\makeatother
-
-\definecolor{shadecolor}{rgb}{.97, .97, .97}
-\definecolor{messagecolor}{rgb}{0, 0, 0}
-\definecolor{warningcolor}{rgb}{1, 0, 1}
-\definecolor{errorcolor}{rgb}{1, 0, 0}
-\newenvironment{knitrout}{}{} % an empty environment to be redefined in TeX
-
-\usepackage{alltt}   	% use "amsart" instead of "article" for AMSLaTeX format
-%\usepackage{geometry}                		% See geometry.pdf to learn the layout options. There are lots.
-%\geometry{letterpaper}                   		% ... or a4paper or a5paper or ... 
-%\geometry{landscape}                		% Activate for for rotated page geometry
-%\usepackage[parfill]{parskip}    		% Activate to begin paragraphs with an empty line rather than an indent
-%\usepackage{graphicx}				% Use pdf, png, jpg, or eps with pdflatex; use eps in DVI mode
-								% TeX will automatically convert eps --> pdf in pdflatex		
-%\usepackage{amssymb}
-
-\usepackage[utf8]{inputenc}
-%\usepackage[cyr]{aeguill}
-%\usepackage[francais]{babel}
-%\usepackage{hyperref}
-
-
-\title{Positive selection on genes interacting with SARS-Cov2, comparison of different analysis}
-\author{Marie Cariou}
-\date{Mai 2020}							% Activate to display a given date or no date
-\IfFileExists{upquote.sty}{\usepackage{upquote}}{}
-\begin{document}
-\maketitle
-
-\tableofcontents
-
-\newpage
-
-\section{Files manipulations}
-
-I will compare Janet Young's results to DGINN results, on the SAME alignment.
-
-\subsection{Read Janet Young's table}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{tab}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlstr{"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/data/COVID_PAMLresults_332hits_plusBatScreens_2020_Apr14.csv"}\hlstd{,}
-                \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T,} \hlkwc{dec}\hlstd{=}\hlstr{","}\hlstd{)}
-\hlkwd{dim}\hlstd{(tab)}
-\end{alltt}
-\begin{verbatim}
-## [1] 332  84
-\end{verbatim}
-\begin{alltt}
-\hlkwd{names}\hlstd{(tab)}
-\end{alltt}
-\begin{verbatim}
-##  [1] "PreyGene"                                                                
-##  [2] "PreyGene_JYname"                                                         
-##  [3] "BaitShort"                                                               
-##  [4] "Gene.name"                                                               
-##  [5] "list"                                                                    
-##  [6] "description"                                                             
-##  [7] "other.names"                                                             
-##  [8] "top40_posSeln"                                                           
-##  [9] "Num.primate.seqs"                                                        
-## [10] "Alignment.length..nucleotides."                                          
-## [11] "Alignment.length..codons."                                               
-## [12] "whole.gene.dN.dS.model.0"                                                
-## [13] "total.tree.length"                                                       
-## [14] "total.dN.tree.length"                                                    
-## [15] "total.dS.tree.length"                                                    
-## [16] "p.value.M8vsM8a..raw."                                                   
-## [17] "p.value.M8vsM8a..BH.corrected."                                          
-## [18] "pVal.M8vsM7"                                                             
-## [19] "pVal.M8vsM7.adj"                                                         
-## [20] "pVal.M2vsM1"                                                             
-## [21] "pVal.M2vsM1.adj"                                                         
-## [22] "X..codons.under.positive.selection"                                      
-## [23] "dN.dS.of.positively.selected.codons"                                     
-## [24] "Number.of.codons.with.BEB....0.9"                                        
-## [25] "Codons.under.positive.selection..BEB..0.9...alignment.position."         
-## [26] "cooper.batsGene"                                                         
-## [27] "cooper.batsGene_Ensembl_ID"                                              
-## [28] "cooper.batsIsoform_Ensembl_ID"                                           
-## [29] "cooper.batsSpecies"                                                      
-## [30] "cooper.batsReference_length.aa."                                         
-## [31] "cooper.batsPercent_analyzed"                                             
-## [32] "cooper.batsAverage_dNdS"                                                 
-## [33] "cooper.batsMaximum_dS"                                                   
-## [34] "cooper.batsAverage_M7_tree"                                              
-## [35] "cooper.batsAverage_M8_tree"                                              
-## [36] "cooper.batsM7_log_likelihood"                                            
-## [37] "cooper.batsM8_log_likelihood"                                            
-## [38] "cooper.batsM7.M8_p_value"                                                
-## [39] "cooper.batsM8a_log_likelihood"                                           
-## [40] "cooper.batsM8.M8a_pvalue"                                                
-## [41] "cooper.batsBEB_hits.pp.0.95."                                            
-## [42] "cooper.batsBEB_sites"                                                    
-## [43] "cooper.primates.Gene"                                                    
-## [44] "cooper.primates.Gene_Ensembl_ID"                                         
-## [45] "cooper.primates.Isoform_Ensembl_ID"                                      
-## [46] "cooper.primates.Species"                                                 
-## [47] "cooper.primates.Reference_length.aa."                                    
-## [48] "cooper.primates.Percent_analyzed"                                        
-## [49] "cooper.primates.Average_dNdS"                                            
-## [50] "cooper.primates.Maximum_dS"                                              
-## [51] "cooper.primates.Average_M7_tree"                                         
-## [52] "cooper.primates.Average_M8_tree"                                         
-## [53] "cooper.primates.M7_log_likelihood"                                       
-## [54] "cooper.primates.M8_log_likelihood"                                       
-## [55] "cooper.primates.M7.M8_p_value"                                           
-## [56] "cooper.primates.M8a_log_likelihood"                                      
-## [57] "cooper.primates.M8.M8a_pvalue"                                           
-## [58] "cooper.primates.BEB_hits.pp.0.95."                                       
-## [59] "cooper.primates.BEB_sites"                                               
-## [60] "hawkins_Gene"                                                            
-## [61] "hawkins_Positive.Selection..M8vM8a.p.value"                              
-## [62] "hawkins_Positive.Selection..M8vM8a.FDR.corrected.p.value"                
-## [63] "hawkins_Gene.Name.Alias"                                                 
-## [64] "hawkins_Connection.to.immunity.or.pathogens"                             
-## [65] "hawkins_Connection.to.reproduction"                                      
-## [66] "hawkins_Connection.to.collagen"                                          
-## [67] "hawkins_Connection.to.peroxisome"                                        
-## [68] "hawkins_Gene.Description.for.Human.Ortholog..from.Genbank.GENE.database."
-## [69] "CpGmask.numNT"                                                           
-## [70] "CpGmask.numAA"                                                           
-## [71] "CpGmask.overall.dN.dS"                                                   
-## [72] "CpGmask.total.tree.length"                                               
-## [73] "CpGmask.total.dN.tree.length"                                            
-## [74] "CpGmask.total.dS.tree.length"                                            
-## [75] "CpGmask.pVal.M8vsM8a"                                                    
-## [76] "CpGmask.pVal.M8vsM8a.adj"                                                
-## [77] "CpGmask.pVal.M8vsM7"                                                     
-## [78] "CpGmask.pVal.M8vsM7.adj"                                                 
-## [79] "CpGmask.pVal.M2vsM1"                                                     
-## [80] "CpGmask.pVal.M2vsM1.adj"                                                 
-## [81] "CpGmask.percent.sites.under.positive.selection"                          
-## [82] "CpGmask.dN.dS.of.selected.sites"                                         
-## [83] "CpGmask.num.sites.with.BEB...0.9"                                        
-## [84] "CpGmask.which.sites.have.BEB...0.9"
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-\subsection{Read DGINN table}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{dginn}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlstr{"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/data/summary.res"}\hlstd{,}
-                  \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T)}
-
-\hlkwd{dim}\hlstd{(dginn)}
-\end{alltt}
-\begin{verbatim}
-## [1] 1992    7
-\end{verbatim}
-\begin{alltt}
-\hlkwd{names}\hlstd{(dginn)}
-\end{alltt}
-\begin{verbatim}
-## [1] "Gene"    "Omega"   "Method"  "PosSel"  "PValue"  "NbSites" "PSS"
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-\subsection{Joining table}
-
-\subsubsection{Based on which column?}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{head}\hlstd{(tab)[,}\hlnum{1}\hlopt{:}\hlnum{5}\hlstd{]}
-\end{alltt}
-\begin{verbatim}
-##   PreyGene PreyGene_JYname BaitShort Gene.name                           list
-## 1     PCNT            PCNT     nsp13      PCNT list26_COV_list4dataset2nonOrf
-## 2      PVR             PVR      orf8       PVR            list23_COV_list1orf
-## 3    POLA1           POLA1      nsp1     POLA1         list24_COV_list2nonOrf
-## 4  FASTKD5         FASTKD5         M   FASTKD5 list26_COV_list4dataset2nonOrf
-## 5    PRIM2           PRIM2      nsp1     PRIM2         list24_COV_list2nonOrf
-## 6    ITGB1           ITGB1      orf8     ITGB1    list25_COV_list3dataset2orf
-\end{verbatim}
-\begin{alltt}
-\hlcom{# gene avec un nom bizar dans certaines colomne}
-\hlstd{tab[}\hlnum{158}\hlstd{,}\hlnum{1}\hlopt{:}\hlnum{10}\hlstd{]}
-\end{alltt}
-\begin{verbatim}
-##     PreyGene PreyGene_JYname BaitShort  Gene.name                   list
-## 158   MTARC1      01/03/2020      nsp7 01/03/2020 list24_COV_list2nonOrf
-##                                      description other.names top40_posSeln
-## 158 mitochondrial amidoxime reducing component 1       MOSC1            no
-##     Num.primate.seqs Alignment.length..nucleotides.
-## 158               24                           1023
-\end{verbatim}
-\begin{alltt}
-\hlcom{#}
-\hlkwd{length}\hlstd{(}\hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene))}
-\end{alltt}
-\begin{verbatim}
-## [1] 332
-\end{verbatim}
-\begin{alltt}
-\hlkwd{length}\hlstd{(}\hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{PreyGene))}
-\end{alltt}
-\begin{verbatim}
-## [1] 332
-\end{verbatim}
-\begin{alltt}
-\hlkwd{length}\hlstd{(}\hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name))}
-\end{alltt}
-\begin{verbatim}
-## [1] 332
-\end{verbatim}
-\begin{alltt}
-\hlcom{#quelle paire de colonne contient le plus de noms identiques}
-\hlkwd{sum}\hlstd{(}\hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene)} \hlopt{%in%} \hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{PreyGene))}
-\end{alltt}
-\begin{verbatim}
-## [1] 314
-\end{verbatim}
-\begin{alltt}
-\hlkwd{sum}\hlstd{(}\hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene)} \hlopt{%in%} \hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name))}
-\end{alltt}
-\begin{verbatim}
-## [1] 331
-\end{verbatim}
-\begin{alltt}
-\hlcom{# dginn$Gene et tab$Gene.name presque identiques sauf 1 ligne. }
-\hlcom{# Je soupçonne que c'est celle là:}
-\hlstd{tab[}\hlnum{158}\hlstd{,}\hlnum{1}\hlopt{:}\hlnum{10}\hlstd{]}
-\end{alltt}
-\begin{verbatim}
-##     PreyGene PreyGene_JYname BaitShort  Gene.name                   list
-## 158   MTARC1      01/03/2020      nsp7 01/03/2020 list24_COV_list2nonOrf
-##                                      description other.names top40_posSeln
-## 158 mitochondrial amidoxime reducing component 1       MOSC1            no
-##     Num.primate.seqs Alignment.length..nucleotides.
-## 158               24                           1023
-\end{verbatim}
-\begin{alltt}
-\hlcom{# Verif:}
-\hlstd{tab[,}\hlnum{1}\hlopt{:}\hlnum{10}\hlstd{][(tab}\hlopt{$}\hlstd{Gene.name} \hlopt{%in%} \hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene))}\hlopt{==}\hlstd{F,]}
-\end{alltt}
-\begin{verbatim}
-##     PreyGene PreyGene_JYname BaitShort  Gene.name                   list
-## 158   MTARC1      01/03/2020      nsp7 01/03/2020 list24_COV_list2nonOrf
-##                                      description other.names top40_posSeln
-## 158 mitochondrial amidoxime reducing component 1       MOSC1            no
-##     Num.primate.seqs Alignment.length..nucleotides.
-## 158               24                           1023
-\end{verbatim}
-\begin{alltt}
-\hlcom{# yep}
-
-\hlcom{# Remplacement manuel par}
-\hlkwd{as.character}\hlstd{(}\hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene)[(}\hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene)} \hlopt{%in%} \hlstd{tab}\hlopt{$}\hlstd{Gene.name)}\hlopt{==}\hlstd{F])}
-\end{alltt}
-\begin{verbatim}
-## [1] "MARC1"
-\end{verbatim}
-\begin{alltt}
-\hlcom{# dans le tableau de Janet}
-
-\hlstd{val_remp}\hlkwb{=}\hlkwd{as.character}\hlstd{(}\hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene)[(}\hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene)} \hlopt{%in%} \hlstd{tab}\hlopt{$}\hlstd{Gene.name)}\hlopt{==}\hlstd{F])}
-
-\hlstd{tab}\hlopt{$}\hlstd{Gene.name}\hlkwb{<-}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name)}
-
-\hlstd{tab}\hlopt{$}\hlstd{Gene.name[}\hlnum{158}\hlstd{]}\hlkwb{<-}\hlstd{val_remp}
-
-\hlkwd{sum}\hlstd{(}\hlkwd{unique}\hlstd{(dginn}\hlopt{$}\hlstd{Gene)} \hlopt{%in%} \hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name))}
-\end{alltt}
-\begin{verbatim}
-## [1] 332
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-\subsubsection{New columns}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{add_col}\hlkwb{<-}\hlkwa{function}\hlstd{(}\hlkwc{method}\hlstd{=}\hlstr{"PamlM1M2"}\hlstd{)\{}
-
-\hlstd{tmp}\hlkwb{<-}\hlstd{dginn[dginn}\hlopt{$}\hlstd{Method}\hlopt{==}\hlstd{method,}
-           \hlkwd{c}\hlstd{(}\hlstr{"Gene"}\hlstd{,} \hlstr{"Omega"}\hlstd{,} \hlstr{"PosSel"}\hlstd{,} \hlstr{"PValue"}\hlstd{,} \hlstr{"NbSites"}\hlstd{,} \hlstr{"PSS"}\hlstd{)]}
-
-\hlkwd{names}\hlstd{(tmp)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlkwd{paste0}\hlstd{(}\hlstr{"Omega_"}\hlstd{, method),}
-              \hlkwd{paste0}\hlstd{(}\hlstr{"PosSel_"}\hlstd{, method),} \hlkwd{paste0}\hlstd{(}\hlstr{"PValue_"}\hlstd{, method),}
-              \hlkwd{paste0}\hlstd{(}\hlstr{"NbSites_"}\hlstd{, method),} \hlkwd{paste0}\hlstd{(}\hlstr{"PSS_"}\hlstd{, method))}
-
-\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab, tmp,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{)}
-
-\hlkwd{return}\hlstd{(tab)}
-\hlstd{\}}
-
-\hlstd{tab}\hlkwb{<-}\hlkwd{add_col}\hlstd{(}\hlstr{"PamlM1M2"}\hlstd{)}
-\hlstd{tab}\hlkwb{<-}\hlkwd{add_col}\hlstd{(}\hlstr{"PamlM7M8"}\hlstd{)}
-\hlstd{tab}\hlkwb{<-}\hlkwd{add_col}\hlstd{(}\hlstr{"BppM1M2"}\hlstd{)}
-\hlstd{tab}\hlkwb{<-}\hlkwd{add_col}\hlstd{(}\hlstr{"BppM7M8"}\hlstd{)}
-
-
-\hlcom{# Manip pour la colonne BUSTED}
-
-\hlstd{tmp}\hlkwb{<-}\hlstd{dginn[dginn}\hlopt{$}\hlstd{Method}\hlopt{==}\hlstr{"BUSTED"}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene"}\hlstd{,} \hlstr{"Omega"}\hlstd{,} \hlstr{"PosSel"}\hlstd{,} \hlstr{"PValue"}\hlstd{)]}
-\hlkwd{names}\hlstd{(tmp)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"Omega_BUSTED"}\hlstd{,} \hlstr{"PosSel_BUSTED"}\hlstd{,} \hlstr{"PValue_BUSTED"}\hlstd{)}
-\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab, tmp,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{)}
-
-\hlstd{tmp}\hlkwb{<-}\hlstd{dginn[dginn}\hlopt{$}\hlstd{Method}\hlopt{==}\hlstr{"MEME"}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene"}\hlstd{,} \hlstr{"NbSites"}\hlstd{,} \hlstr{"PSS"}\hlstd{)]}
-\hlkwd{names}\hlstd{(tmp)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"NbSites_MEME"}\hlstd{,} \hlstr{"PSS_MEME"}\hlstd{)}
-\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab, tmp,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{)}
-\end{alltt}
-\end{kframe}
-\end{knitrout}
-
-\subsection{Write new table}
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{write.table}\hlstd{(tab,}
-        \hlstr{"COVID_PAMLresults_332hits_plusBatScreens_plusDGINN_20200506.txt"}\hlstd{,}
-        \hlkwc{row.names}\hlstd{=F,} \hlkwc{quote}\hlstd{=F,} \hlkwc{sep}\hlstd{=}\hlstr{"\textbackslash{}t"}\hlstd{)}
-\end{alltt}
-\end{kframe}
-\end{knitrout}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\section{Comparisons Primates}
-
-\subsection{DGINN results on Janet Young's alignments (DGINN-Young-primate) VS Janet Young's results}
-
-\subsubsection{Omega}
-
-Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "omega" dans la sortie de dginn.
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0, tab}\hlopt{$}\hlstd{Omega_PamlM7M8,}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Young-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"Omega DGINN-Young-primate"}\hlstd{)}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/omegaM7M8-1} 
-
-\end{knitrout}
-Quels sont les 2 gènes qui s'écartent de la bissectrice?
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.2} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{>}\hlnum{0.4}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{)]}
-\end{alltt}
-\begin{verbatim}
-## [1] "MRPS2"
-\end{verbatim}
-\begin{alltt}
-\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.6} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{>}\hlnum{0.7}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{)]}
-\end{alltt}
-\begin{verbatim}
-## [1] "PVR"
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-
-\subsubsection{pvalues pour M7M8}
-
-Cette fois, je compare la colonne R "pVal.M8vsM7", à la colonne "PValue" + ligne "PamlM7M8", pour la sortie de dginn. 
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{pVal.M8vsM7, tab}\hlopt{$}\hlstd{PValue_PamlM7M8,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"p-value Young-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"p-value DGINN-Young-primate"}\hlstd{,} \hlkwc{main}\hlstd{=}\hlstr{"M7vM8 Paml"}\hlstd{)}
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{pVal.M8vsM7[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{<}\hlnum{0.05}\hlstd{],}
-       \hlstd{tab}\hlopt{$}\hlstd{PValue_PamlM7M8[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{<}\hlnum{0.05}\hlstd{],}
-       \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{pVal.M8vsM7[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{>}\hlnum{0.05}\hlstd{],}
-       \hlstd{tab}\hlopt{$}\hlstd{PValue_PamlM7M8[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{>}\hlnum{0.05}\hlstd{],}
-       \hlkwc{col}\hlstd{=}\hlstr{"green"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-
-\hlkwd{legend}\hlstd{(}\hlstr{"topleft"}\hlstd{,} \hlkwd{c}\hlstd{(}\hlstr{"<0.05 in DGINN-Young-primate PamlM7M8 but >0.05 in Young M8vsM7"}\hlstd{,}
-        \hlstr{"<0.05 in Young M8vsM7 but >0.05 in DGINN-Young-primate PamlM7M8"}\hlstd{),}
-    \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{col}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"red"}\hlstd{,} \hlstr{"green"}\hlstd{))}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/pvalM7M8-1} 
-
-\end{knitrout}
-
-Quels sont les gènes en couleur:
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{na.omit}\hlstd{(tab[(tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{<}\hlnum{0.05}\hlstd{),}
-\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"pVal.M8vsM7"}\hlstd{,} \hlstr{"PValue_PamlM7M8"}\hlstd{,} \hlstr{"whole.gene.dN.dS.model.0"}\hlstd{,} \hlstr{"Omega_PamlM7M8"}\hlstd{)])}
-\end{alltt}
-\begin{verbatim}
-##     Gene.name pVal.M8vsM7 PValue_PamlM7M8 whole.gene.dN.dS.model.0
-## 51        CIT    0.103170    1.854024e-02                  0.03889
-## 101      FBN2    0.174750    2.253070e-08                  0.06871
-## 158     MARK1    0.062265    1.890420e-02                  0.08147
-## 196     NUP88    0.052061    4.950260e-02                  0.19123
-## 316     UBXN8    0.053229    3.945009e-02                  0.50084
-## 322     VPS11    0.108710    3.061568e-02                  0.04236
-##     Omega_PamlM7M8
-## 51      0.04325399
-## 101     0.07233605
-## 158     0.08802245
-## 196     0.20601208
-## 316     0.50718198
-## 322     0.04780560
-\end{verbatim}
-\begin{alltt}
-\hlkwd{na.omit}\hlstd{(tab[(tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{>}\hlnum{0.05}\hlstd{),}
-\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"pVal.M8vsM7"}\hlstd{,} \hlstr{"PValue_PamlM7M8"}\hlstd{,} \hlstr{"whole.gene.dN.dS.model.0"}\hlstd{,} \hlstr{"Omega_PamlM7M8"}\hlstd{)])}
-\end{alltt}
-\begin{verbatim}
-##     Gene.name pVal.M8vsM7 PValue_PamlM7M8 whole.gene.dN.dS.model.0
-## 68     DCTPP1   0.0431830      0.10613016                  0.29992
-## 181    NDUFB9   0.0024264      0.05119297                  0.29487
-## 188     NLRX1   0.0463220      0.13614538                  0.17885
-## 197     NUP98   0.0345210      0.98219934                  0.17017
-## 284      STOM   0.0345710      0.19872467                  0.16126
-##     Omega_PamlM7M8
-## 68       0.3538646
-## 181      0.3104234
-## 188      0.2159544
-## 197      0.1772109
-## 284      0.1477986
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-Focus sur le gène CIT pour lequel la différence est vraiment assez importante:
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{dginn[dginn}\hlopt{$}\hlstd{Gene}\hlopt{==}\hlstr{"CIT"}\hlstd{,]}
-\end{alltt}
-\begin{verbatim}
-##      Gene      Omega   Method PosSel       PValue NbSites
-## 1201  CIT 0.04325399   BUSTED      N 1.000000e+00      NA
-## 1202  CIT 0.04325399  BppM1M2      N 9.999983e-01      NA
-## 1203  CIT 0.04325399  BppM7M8      Y 2.254251e-05      11
-## 1204  CIT 0.04325399 PamlM1M2      N 1.000000e+00      NA
-## 1205  CIT 0.04325399 PamlM7M8      Y 1.854024e-02       0
-## 1206  CIT 0.04325399     MEME                  NA       1
-##                                                       PSS
-## 1201                                                     
-## 1202                                                     
-## 1203 258, 8, 1835, 304, 369, 338, 434, 625, 151, 410, 255
-## 1204                                                     
-## 1205                                                     
-## 1206                                                  410
-\end{verbatim}
-\begin{alltt}
-\hlstd{tab[tab}\hlopt{$}\hlstd{Gene.name}\hlopt{==}\hlstr{"CIT"}\hlstd{,}\hlnum{1}\hlopt{:}\hlnum{20}\hlstd{]}
-\end{alltt}
-\begin{verbatim}
-##    Gene.name PreyGene PreyGene_JYname BaitShort                           list
-## 51       CIT      CIT             CIT     nsp13 list26_COV_list4dataset2nonOrf
-##                                       description            other.names
-## 51 citron rho-interacting serine/threonine kinase CITK|CRIK|MCPH17|STK21
-##    top40_posSeln Num.primate.seqs Alignment.length..nucleotides.
-## 51            no               24                           6210
-##    Alignment.length..codons. whole.gene.dN.dS.model.0 total.tree.length
-## 51                      2070                  0.03889           0.33654
-##    total.dN.tree.length total.dS.tree.length p.value.M8vsM8a..raw.
-## 51                0.014               0.3603               0.99887
-##    p.value.M8vsM8a..BH.corrected. pVal.M8vsM7 pVal.M8vsM7.adj pVal.M2vsM1
-## 51                              1     0.10317       0.3747212           1
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-
-
-\subsubsection{Concordance des méthodes}
-
-Est-ce que les gènes avec une faible p-value sont détecté par 1,2,3,4 ou 5 méthodes en général?
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{nontab}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{>=}\hlnum{0.05}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,}\hlstr{"PosSel_PamlM1M2"}\hlstd{,} \hlstr{"PosSel_PamlM7M8"}\hlstd{,}\hlstr{"PosSel_BppM1M2"}\hlstd{,}
-\hlstr{"PosSel_BppM7M8"}\hlstd{,} \hlstr{"PosSel_BUSTED"}\hlstd{)]}
-
-
-\hlstd{non}\hlkwb{<-}\hlkwd{apply}\hlstd{(nontab,} \hlnum{1}\hlstd{,} \hlkwa{function}\hlstd{(}\hlkwc{x}\hlstd{)} \hlkwd{sum}\hlstd{(x}\hlopt{==}\hlstr{"Y"}\hlstd{))}
-
-
-\hlstd{ouitab}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,}\hlstr{"PosSel_PamlM1M2"}\hlstd{,} \hlstr{"PosSel_PamlM7M8"}\hlstd{,}\hlstr{"PosSel_BppM1M2"}\hlstd{,}
-\hlstr{"PosSel_BppM7M8"}\hlstd{,} \hlstr{"PosSel_BUSTED"}\hlstd{)]}
-
-\hlstd{oui}\hlkwb{<-}\hlkwd{apply}\hlstd{(ouitab,} \hlnum{1}\hlstd{,} \hlkwa{function}\hlstd{(}\hlkwc{x}\hlstd{)} \hlkwd{sum}\hlstd{(x}\hlopt{==}\hlstr{"Y"}\hlstd{))}
-
-\hlkwd{stripchart}\hlstd{(}\hlkwc{x}\hlstd{=}\hlkwd{list}\hlstd{(oui, non),} \hlkwc{method}\hlstd{=}\hlstr{"jitter"}\hlstd{,} \hlkwc{jitter}\hlstd{=}\hlnum{0.2}\hlstd{,}
-           \hlkwc{vertical}\hlstd{=T,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{cex}\hlstd{=}\hlnum{0.5}\hlstd{,}
-           \hlkwc{group.names}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"Yes Young"}\hlstd{,} \hlstr{"No Young"}\hlstd{),}
-           \hlkwc{ylab}\hlstd{=}\hlstr{"Nb YES from dginn"}\hlstd{)}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/stripchart-1} 
-
-\end{knitrout}
-
-\subsection{Résultats Cooper-primate VS Young-primate}
-
-\subsubsection{How many genes in the Cooper-primate columns?}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlcom{# Temporary table with necessary columns}
-
-\hlstd{tmp}\hlkwb{<-}\hlstd{tab[,}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"whole.gene.dN.dS.model.0"}\hlstd{,} \hlstr{"pVal.M8vsM7"}\hlstd{,}
-\hlstr{"cooper.primates.Gene"}\hlstd{,} \hlstr{"cooper.primates.Average_dNdS"}\hlstd{,}
-\hlstr{"cooper.primates.M7.M8_p_value"}\hlstd{)]}
-\hlkwd{dim}\hlstd{(tmp)}
-\end{alltt}
-\begin{verbatim}
-## [1] 332   6
-\end{verbatim}
-\begin{alltt}
-\hlcom{# Lines with values in the cooper Gene names column}
-\hlkwd{dim}\hlstd{(tmp[tmp}\hlopt{$}\hlstd{cooper.primates.Gene}\hlopt{!=}\hlstr{""}\hlstd{,])}
-\end{alltt}
-\begin{verbatim}
-## [1] 207   6
-\end{verbatim}
-\begin{alltt}
-\hlcom{# Line with values (no NA) in the Cooper dNdS column}
-\hlkwd{sum}\hlstd{(}\hlkwd{is.na}\hlstd{(tmp}\hlopt{$}\hlstd{cooper.primates.Average_dNdS)}\hlopt{==}\hlstd{F)}
-\end{alltt}
-\begin{verbatim}
-## [1] 201
-\end{verbatim}
-\begin{alltt}
-\hlcom{# Line with values (no NA) in the Cooper pvalue column}
-\hlkwd{sum}\hlstd{(}\hlkwd{is.na}\hlstd{(tmp}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value)}\hlopt{==}\hlstd{F)}
-\end{alltt}
-\begin{verbatim}
-## [1] 207
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-\subsubsection{Omega}
-
-Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "cooper.primates.Average\_dNdS"
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0, tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS,}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Young-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"Omega Cooper-primate"}\hlstd{)}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/omegaM7M8coop-1} 
-
-\end{knitrout}
-
-\subsubsection{pvalues pour M7M8}
-
-Cette fois, je compare la colonne R "pVal.M8vsM7", à la colonne cooper.primates.M7.M8\_p\_value (p-value de l'analyse de Cooper). 
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{pVal.M8vsM7, tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"p-value Young"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"p-value Cooper-primate"}\hlstd{,} \hlkwc{main}\hlstd{=}\hlstr{"M7vM8 Paml-primate"}\hlstd{)}
-
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{pVal.M8vsM7[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-       \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-       \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{pVal.M8vsM7[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-       \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value[tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-       \hlkwc{col}\hlstd{=}\hlstr{"green"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-
-\hlkwd{legend}\hlstd{(}\hlstr{"topleft"}\hlstd{,} \hlkwd{c}\hlstd{(}\hlstr{"<0.05 in Cooper PamlM7M8 but >0.05 in Young M8vsM7"}\hlstd{,}
-        \hlstr{"<0.05 in Young M8vsM7 but >0.05 in Cooper PamlM7M8"}\hlstd{),}
-    \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{col}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"red"}\hlstd{,} \hlstr{"green"}\hlstd{))}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/pvalM7M8coop-1} 
-
-\end{knitrout}
-
-\subsection{Résultats DGINN sur alignement de Janet-Young (DGINN-Young-primate) VS Cooper-primates}
-
-\subsubsection{Omega}
-
-Comparaison des Omega: colonne colonne "cooper.primates.Average\_dNdS" VS omega de DGINN.
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{Omega_PamlM7M8, tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS,}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega DGINN-Young-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"Omega Cooper-primate"}\hlstd{)}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/omegaM7M8comp3-1} 
-
-\end{knitrout}
-
-\subsubsection{pvalues pour M7M8}
-
-Cette fois, je compare la colonne R "pVal.M8vsM7", à la colonne "PValue" + ligne "PamlM7M8", pour la sortie de dginn. 
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{PValue_PamlM7M8, tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"p-value DGINN-Young-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"p-value Cooper-primate"}\hlstd{,} \hlkwc{main}\hlstd{=}\hlstr{"M7vM8 Paml"}\hlstd{)}
-
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{PValue_PamlM7M8[tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-       \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value[tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-       \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{PValue_PamlM7M8[tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-       \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value[tab}\hlopt{$}\hlstd{PValue_PamlM7M8}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-       \hlkwc{col}\hlstd{=}\hlstr{"green"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-
-\hlkwd{legend}\hlstd{(}\hlstr{"topleft"}\hlstd{,} \hlkwd{c}\hlstd{(}\hlstr{"<0.05 in Cooper-primate PamlM7M8 but >0.05 in DGINN-Young-primate M8vsM7"}\hlstd{,}
-        \hlstr{"<0.05 in DGINN-Young-primate M8vsM7 but >0.05 in Cooper-primate PamlM7M8"}\hlstd{),}
-    \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{col}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"red"}\hlstd{,} \hlstr{"green"}\hlstd{))}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/pvalM7M8comp3-1} 
-
-\end{knitrout}
-
-\subsection{Overlap}
-
-I will draw a venn diagramm for the positive genes in the 3 analyses.
-
-\subsubsection{Library and subtable}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{library}\hlstd{(VennDiagram)}
-
-\hlcom{# keeps only genes analysed in all 3 experiments}
-\hlstd{tmp}\hlkwb{<-}\hlkwd{na.omit}\hlstd{(tab[,}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"pVal.M8vsM7"}\hlstd{,} \hlstr{"cooper.primates.M7.M8_p_value"}\hlstd{,}
- \hlstr{"PosSel_PamlM7M8"}\hlstd{,} \hlstr{"PValue_PamlM7M8"}\hlstd{)])}
-\hlkwd{dim}\hlstd{(tmp)}
-\end{alltt}
-\begin{verbatim}
-## [1] 186   5
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-Il reste 186 gènes
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{area1dginn}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{PosSel_PamlM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{)}
-\hlstd{area2jean}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05}\hlstd{)}
-\hlstd{area3coop}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_val}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-
-
-\hlstd{n12}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{PosSel_PamlM7M8}\hlopt{==}\hlstr{"Y"} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05}\hlstd{)}
-\hlstd{n23}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_val}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-\hlstd{n13}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{PosSel_PamlM7M8}\hlopt{==}\hlstr{"Y"} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_val}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-
-\hlstd{n123}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{PosSel_PamlM7M8}\hlopt{==}\hlstr{"Y"} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05} \hlopt{&}
-\hlstd{tmp}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_val}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-
-\hlkwd{draw.triple.venn}\hlstd{(area1dginn, area2jean, area3coop,}
-\hlstd{n12, n23, n13, n123,}
-\hlkwc{category}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"DGINN-Young-primate"}\hlstd{,} \hlstr{"Young-primate"}\hlstd{,} \hlstr{"Cooper-primate"}\hlstd{))}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/vennprimate-1} 
-\begin{kframe}\begin{verbatim}
-## (polygon[GRID.polygon.836], polygon[GRID.polygon.837], polygon[GRID.polygon.838], polygon[GRID.polygon.839], polygon[GRID.polygon.840], polygon[GRID.polygon.841], text[GRID.text.842], text[GRID.text.843], text[GRID.text.844], text[GRID.text.845], text[GRID.text.846], text[GRID.text.847], text[GRID.text.848], text[GRID.text.849], text[GRID.text.850], text[GRID.text.851])
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-\subsection{Mondrian}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{library}\hlstd{(Mondrian)}
-
-\hlstd{monddata}\hlkwb{<-}\hlkwd{as.data.frame}\hlstd{(tmp}\hlopt{$}\hlstd{Gene.name)}
-\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tmp}\hlopt{$}\hlstd{PosSel_PamlM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)}
-\hlstd{monddata}\hlopt{$}\hlstd{primates_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tmp}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
-\hlstd{monddata}\hlopt{$}\hlstd{primates_cooper}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tmp}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_val}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
-
-\hlkwd{mondrian}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{])}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/mondrianprimates-1} 
-
-\end{knitrout}
-
-
-%\subsection{Comparaison des codons?}
-
-%Subtable with lines with both methods showing positive selection.
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-
-\section{Bats Comparisons}
-
-\subsection{Add DGINN results for Bats}
-
-Lecture du tableau.
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlcom{# Tableau tel qu'il est à cet étape du script, pour travailler sur l'ajout du nouveau tableau bats sans recommencer au début à chaque fois.}
-\hlstd{tab}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlstr{"COVID_PAMLresults_332hits_plusBatScreens_plusDGINN_20200506.txt"}\hlstd{,}
-        \hlkwc{header}\hlstd{=}\hlnum{TRUE}\hlstd{,} \hlkwc{sep}\hlstd{=}\hlstr{"\textbackslash{}t"}\hlstd{)}
-\end{alltt}
-\end{kframe}
-\end{knitrout}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlcom{#dginnbatsold<-read.delim("/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/data/2020_bats_completeResults.csv", }
-\hlcom{#		  fill=T, h=T)}
-
-
-\hlstd{dginnbats}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlstr{"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/data/DGINN_202005281339summary_cleaned.tab"}\hlstd{,}
-                  \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T)}
-
-
-\hlkwd{dim}\hlstd{(dginnbats)}
-\end{alltt}
-\begin{verbatim}
-## [1] 349  27
-\end{verbatim}
-\begin{alltt}
-\hlkwd{names}\hlstd{(dginnbats)}
-\end{alltt}
-\begin{verbatim}
-##  [1] "File"               "Name"               "Gene"              
-##  [4] "GeneSize"           "NbSpecies"          "omegaM0Bpp"        
-##  [7] "omegaM0codeml"      "BUSTED"             "BUSTED.p.value"    
-## [10] "MEME.NbSites"       "MEME.PSS"           "BppM1M2"           
-## [13] "BppM1M2.p.value"    "BppM1M2.NbSites"    "BppM1M2.PSS"       
-## [16] "BppM7M8"            "BppM7M8.p.value"    "BppM7M8.NbSites"   
-## [19] "BppM7M8.PSS"        "codemlM1M2"         "codemlM1M2.p.value"
-## [22] "codemlM1M2.NbSites" "codemlM1M2.PSS"     "codemlM7M8"        
-## [25] "codemlM7M8.p.value" "codemlM7M8.NbSites" "codemlM7M8.PSS"
-\end{verbatim}
-\begin{alltt}
-\hlkwd{length}\hlstd{(}\hlkwd{unique}\hlstd{(dginnbats}\hlopt{$}\hlstd{Gene))}
-\end{alltt}
-\begin{verbatim}
-## [1] 349
-\end{verbatim}
-\begin{alltt}
-\hlkwd{length}\hlstd{(}\hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsGene))}
-\end{alltt}
-\begin{verbatim}
-## [1] 218
-\end{verbatim}
-\begin{alltt}
-\hlkwd{table}\hlstd{(}\hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsGene)} \hlopt{%in%} \hlkwd{unique}\hlstd{(dginnbats}\hlopt{$}\hlstd{Gene))}
-\end{alltt}
-\begin{verbatim}
-## 
-## FALSE  TRUE 
-##     3   215
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-Which genes in the Cooper table are not in the gene output?
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsGene)[}\hlkwd{unique}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsGene)} \hlopt{%in%} \hlkwd{unique}\hlstd{(dginnbats}\hlopt{$}\hlstd{Gene)}\hlopt{==}\hlstd{F]}
-\end{alltt}
-\begin{verbatim}
-## [1]         BCS1L   C1orf50
-## 218 Levels:  AAR2 AASS AATF ACADM ACSL3 ADAMTS1 AGPS AKAP8L ALG11 ALG5 ... ZYG11B
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-Merge tables:
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{names}\hlstd{(dginnbats)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"File"}\hlstd{,} \hlstr{"bats_Name"}\hlstd{,} \hlstr{"cooper.batsGene"}\hlstd{,} \hlkwd{paste0}\hlstd{(}\hlstr{"bats_"}\hlstd{,} \hlkwd{names}\hlstd{(dginnbats)[}\hlopt{-}\hlstd{(}\hlnum{1}\hlopt{:}\hlnum{3}\hlstd{)]))}
-
-\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab,dginnbats,} \hlkwc{by}\hlstd{=}\hlstr{"cooper.batsGene"}\hlstd{,} \hlkwc{all.x}\hlstd{=T)}
-\end{alltt}
-\end{kframe}
-\end{knitrout}
-
-
-\subsection{Cooper-bats results vs DGINN-bats results}
-
-\subsubsection{Omega}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsAverage_dNdS, tab}\hlopt{$}\hlstd{bats_omegaM0codeml,}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Cooper-bats"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"Omega DGINN-bats"}\hlstd{)}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/omegaM7M8bats-1} 
-
-\end{knitrout}
-
-\subsubsection{pvalues pour M7M8}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value))}
-\end{alltt}
-
-
-{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value, tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"p-value Cooper-bats"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"p-value DGINN-bats"}\hlstd{,} \hlkwc{main}\hlstd{=}\hlstr{"M7vM8 Paml"}\hlstd{)}
-
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value[tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-       \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value[tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{>}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-       \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value[tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-       \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value[tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-       \hlkwc{col}\hlstd{=}\hlstr{"green"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-
-
-\hlkwd{legend}\hlstd{(}\hlstr{"topleft"}\hlstd{,} \hlkwd{c}\hlstd{(}\hlstr{"<0.05 in DGINN-bats but >0.05 in Cooper-bats"}\hlstd{,}
-        \hlstr{"<0.05 in Cooper-bats but >0.05 in DGINN-bats"}\hlstd{),}
-    \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{col}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"red"}\hlstd{,} \hlstr{"green"}\hlstd{))}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/pvalM7M8bats-1} 
-
-\end{knitrout}
-
-
-
-
-\subsection{Comparaison Cooper-Hawkins}
-
-
-\subsubsection{pvalues pour M7M8}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value, tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value,}
-        \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{xlab}\hlstd{=}\hlstr{"p-value Cooper-bats"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"p-value hawkins-bats"}\hlstd{,} \hlkwc{main}\hlstd{=}\hlstr{"M7vM8 Paml"}\hlstd{)}
-
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value[tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{>}\hlnum{0.05} \hlopt{&}
-        \hlstd{tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-    \hlstd{tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value[tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{>}\hlnum{0.05} \hlopt{&}
-    \hlstd{tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-    \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value[tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05} \hlopt{&}
-        \hlstd{tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-    \hlstd{tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value[tab}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05} \hlopt{&}
-    \hlstd{tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-    \hlkwc{col}\hlstd{=}\hlstr{"green"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-
-
-\hlkwd{legend}\hlstd{(}\hlstr{"topleft"}\hlstd{,} \hlkwd{c}\hlstd{(}\hlstr{"<0.05 in Hawkins but >0.05 in Cooper"}\hlstd{,}
-        \hlstr{"<0.05 in Cooper but >0.05 in Hawkins"}\hlstd{),}
-    \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{col}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"red"}\hlstd{,} \hlstr{"green"}\hlstd{))}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/pvalM7M8comp2-1} 
-
-\end{knitrout}
-
-
-\subsection{Comparaison dginn-Hawkins}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value, tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value,}
-        \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{xlab}\hlstd{=}\hlstr{"p-value hawkins-bats"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"p-value DGINN-bats"}\hlstd{,} \hlkwc{main}\hlstd{=}\hlstr{"M7vM8 Paml"}\hlstd{)}
-
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value[tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{>}\hlnum{0.05} \hlopt{&}
-        \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05}\hlstd{],}
-    \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value[tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{>}\hlnum{0.05} \hlopt{&}
-    \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05}\hlstd{],} \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-\hlkwd{points}\hlstd{(tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value[tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05} \hlopt{&}
-        \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{>}\hlnum{0.05}\hlstd{],}
-    \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value[tab}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05} \hlopt{&}
-    \hlstd{tab}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{>}\hlnum{0.05}\hlstd{],} \hlkwc{col}\hlstd{=}\hlstr{"green"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{)}
-
-
-\hlkwd{legend}\hlstd{(}\hlstr{"topleft"}\hlstd{,} \hlkwd{c}\hlstd{(}\hlstr{"<0.05 in DGINN-bats but >0.05 in Hawkins"}\hlstd{,}
-        \hlstr{"<0.05 in Hawkinsbut >0.05 in DGINN-bats"}\hlstd{),}
-    \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{col}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"red"}\hlstd{,} \hlstr{"green"}\hlstd{))}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/pvalM7M8compautre-1} 
-
-\end{knitrout}
-
-
-
-
-
-\subsection{Diagramme de Venn}
-
-I will draw a venn diagramm for the positive genes in the 3 analyses.
-
-\subsubsection{subtab}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{tmp}\hlkwb{<-}\hlkwd{na.omit}\hlstd{(tab[,}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"bats_codemlM7M8.p.value"}\hlstd{,} \hlstr{"hawkins_Positive.Selection..M8vM8a.p.value"}\hlstd{,} \hlstr{"cooper.batsM7.M8_p_value"}\hlstd{)])}
-\hlkwd{dim}\hlstd{(tmp)}
-\end{alltt}
-\begin{verbatim}
-## [1] 168   4
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-154 genes (present in the 3 experiments)
-
-\subsubsection{figure}                                               
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlstd{area1dginn}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-\hlstd{area2hawk}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-\hlstd{area3coop}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-
-
-\hlstd{n12}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-
-\hlstd{n23}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-
-\hlstd{n13}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-
-
-\hlstd{n123}\hlkwb{<-}\hlkwd{sum}\hlstd{(tmp}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05} \hlopt{&} \hlstd{tmp}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlkwc{na.rm}\hlstd{=T)}
-
-\hlkwd{draw.triple.venn}\hlstd{(area1dginn, area2hawk, area3coop,}
-\hlstd{n12, n23, n13, n123,}
-\hlkwc{category}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"DGINN-Young-bats"}\hlstd{,} \hlstr{"Hawkins-bats"}\hlstd{,} \hlstr{"Cooper-bats"}\hlstd{))}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/vennbats-1} 
-\begin{kframe}\begin{verbatim}
-## (polygon[GRID.polygon.852], polygon[GRID.polygon.853], polygon[GRID.polygon.854], polygon[GRID.polygon.855], polygon[GRID.polygon.856], polygon[GRID.polygon.857], text[GRID.text.858], text[GRID.text.859], text[GRID.text.860], text[GRID.text.861], text[GRID.text.862], text[GRID.text.863], text[GRID.text.864], text[GRID.text.865], text[GRID.text.866], text[GRID.text.867])
-\end{verbatim}
-\end{kframe}
-\end{knitrout}
-
-\subsection{Mondrian}
-
-\begin{knitrout}
-\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
-\begin{alltt}
-\hlkwd{library}\hlstd{(Mondrian)}
-
-\hlstd{monddata}\hlkwb{<-}\hlkwd{as.data.frame}\hlstd{(tmp}\hlopt{$}\hlstd{Gene.name)}
-\hlstd{monddata}\hlopt{$}\hlstd{bats_dginn}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tmp}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)}
-\hlstd{monddata}\hlopt{$}\hlstd{bats_hawkins}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tmp}\hlopt{$}\hlstd{hawkins_Positive.Selection..M8vM8a.p.value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
-\hlstd{monddata}\hlopt{$}\hlstd{bats_cooper}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tmp}\hlopt{$}\hlstd{cooper.batsM7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
-
-\hlkwd{mondrian}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{])}
-\end{alltt}
-\end{kframe}
-\includegraphics[width=\maxwidth]{figure/mondrianbats-1} 
-
-\end{knitrout}
-
-\section{To do}
-
-Comparaison G4 pas G4
-
-\end{document}
-
-- 
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