diff --git a/covid_comp_bats.Rnw b/covid_comp_bats.Rnw
index c399d8a7a7a57f7246c4cbbf0131b23060e617ef..4fd9177c002b6ae22f5bde1262f7d15bc60ffb77 100644
--- a/covid_comp_bats.Rnw
+++ b/covid_comp_bats.Rnw
@@ -62,8 +62,6 @@ y=as.numeric(as.character(outlier$bats_omegaM0codeml)),
 outlier$Gene.name)
 @
 
-\subsection{Cooper-bats VS Hawkins-bats and DGINN-bats VS Hawkins-bats}
-
 \section{Overlap}
 
 \subsection{Data}
@@ -159,11 +157,8 @@ dftmp<-tab[,c("bats_File", "bats_Name",
 
 names(dftmp)<-names(df)
 makeFig1(dftmp)
-
 @
 
-
-
 \end{document}
 
 
diff --git a/covid_comp_primate.Rnw b/covid_comp_primate.Rnw
index d502adf3daecec1e63da7a98eacd83ceb4495e7f..44749ff82c1a9a682aacc52a65435c73cb4ac018 100644
--- a/covid_comp_primate.Rnw
+++ b/covid_comp_primate.Rnw
@@ -30,108 +30,166 @@
 Analysis were formatted by the script covid\_comp\_script0\_table.Rnw.
 
 <<>>=
-workdir<-"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/"
+home<-"/home/adminmarie/Documents/"
+workdir<-paste0(home, "CIRI_BIBS_projects/2020_05_Etienne_covid/")
 
 tab<-read.delim(paste0(workdir, 
   "covid_comp/covid_comp_complete.txt"), h=T, sep="\t")
 dim(tab)
-tab$Gene.name<-as.character(tab$Gene.name)
+tab$Gene.name<-as.character(tab$Gene.name.x)
 tab$Gene.name[tab$PreyGene=="MTARC1"]<-"MTARC1"
-
 @
 
-
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 \section{Comparisons Primates}
 
 \subsection{Janet Young's results (Young-primate) VS DGINN-full's results}
 
 Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "omega" dans la sortie de dginn.
-<<omegaM7M8_1>>=
 
-plot(tab$whole.gene.dN.dS.model.0, as.numeric(as.character(tab$dginn.primate_omegaM0Bpp)), 
-     xlab="Omega Young-primate", ylab="DGINN-full's")
+<<omegaM7M8_1>>=
+tab$dginn.primate_omegaM0Bpp[tab$dginn.primate_omegaM0Bpp=="na"]<-NA
+tab$dginn.primate_omegaM0Bpp<-as.numeric(as.character(
+  tab$dginn.primate_omegaM0Bpp))
+
+plot(tab$whole.gene.dN.dS.model.0, 
+     tab$dginn.primate_omegaM0Bpp, 
+     xlab="Omega Young-primate", 
+     ylab="DGINN-full's",
+     cex=0.3)
 abline(0,1)
-abline(lm(as.numeric(as.character(tab$dginn.primate_omegaM0Bpp))~tab$whole.gene.dN.dS.model.0), col="red")
+abline(lm(tab$dginn.primate_omegaM0Bpp~tab$whole.gene.dN.dS.model.0), 
+       col="red")
 
-
-outlier<-tab[tab$whole.gene.dN.dS.model.0<0.4 & tab$dginn.primate_omegaM0Bpp>0.5,]
+outlier<-tab[tab$whole.gene.dN.dS.model.0<0.4 & 
+               tab$dginn.primate_omegaM0Bpp>0.5,]
 text(x=outlier$whole.gene.dN.dS.model.0,
 y=outlier$dginn.primate_omegaM0Bpp,
 outlier$Gene.name)
 
+outlier<-tab[tab$whole.gene.dN.dS.model.0<0.1 & 
+               tab$dginn.primate_omegaM0Bpp>0.3,]
+text(x=outlier$whole.gene.dN.dS.model.0,
+y=outlier$dginn.primate_omegaM0Bpp,
+outlier$Gene.name)  
+
+outlier<-tab[tab$whole.gene.dN.dS.model.0>0.33 & 
+               tab$dginn.primate_omegaM0Bpp<0.2,]
+text(x=outlier$whole.gene.dN.dS.model.0,
+y=outlier$dginn.primate_omegaM0Bpp,
+outlier$Gene.name)  
+
+outlier<-tab[tab$whole.gene.dN.dS.model.0>0.6 & 
+               tab$dginn.primate_omegaM0Bpp<0.6,]
+text(x=outlier$whole.gene.dN.dS.model.0,
+y=outlier$dginn.primate_omegaM0Bpp,
+outlier$Gene.name) 
 @
 
 \subsection{Janet Young's results (Young-primate) VS Cooper's result}
 
 Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "cooper.primates.Average\_dNdS".
-<<omegaM7M8_2>>=
 
-plot(tab$whole.gene.dN.dS.model.0, as.numeric(as.character(tab$cooper.primates.Average_dNdS)), 
-     xlab="Omega Young-primate", ylab="Omega Cooper-primate")
+<<omegaM7M8_2>>=
+tab$cooper.primates.Average_dNdS<-as.numeric(as.character(
+  tab$cooper.primates.Average_dNdS))
+
+plot(tab$whole.gene.dN.dS.model.0, 
+     tab$cooper.primates.Average_dNdS, 
+     xlab="Omega Young-primate",
+     ylab="Omega Cooper-primate",
+     cex=0.3)
 abline(0,1)
-abline(lm(as.numeric(as.character(tab$cooper.primates.Average_dNdS))~tab$whole.gene.dN.dS.model.0), col="red")
+abline(lm(tab$cooper.primates.Average_dNdS~tab$whole.gene.dN.dS.model.0), 
+       col="red")
 
+outlier<-tab[tab$whole.gene.dN.dS.model.0<0.15 & 
+               tab$cooper.primates.Average_dNdS>0.4,]
+text(x=outlier$whole.gene.dN.dS.model.0,
+y=outlier$cooper.primates.Average_dNdS,
+outlier$Gene.name, cex=0.5)
 
-outlier<-tab[tab$whole.gene.dN.dS.model.0<0.4 & tab$cooper.primates.Average_dNdS>0.5,]
+outlier<-tab[tab$whole.gene.dN.dS.model.0<0.3 & 
+               tab$cooper.primates.Average_dNdS>0.5,]
 text(x=outlier$whole.gene.dN.dS.model.0,
 y=outlier$cooper.primates.Average_dNdS,
-outlier$Gene.name)
+outlier$Gene.name, cex=0.5)
 
+outlier<-tab[tab$whole.gene.dN.dS.model.0>0.3 & 
+               tab$cooper.primates.Average_dNdS<0.1,]
+text(x=outlier$whole.gene.dN.dS.model.0,
+y=outlier$cooper.primates.Average_dNdS,
+outlier$Gene.name, cex=0.5)
 @
 
 \subsection{Cooper's results (Cooper-primate) VS DGINN-full's results}
 
 Comparaison des Omega: colonne "cooper.primates.Average\_dNdS" VS colonne "omega" dans la sortie de dginn.
-<<omegaM7M8_3>>=
 
-plot(tab$cooper.primates.Average_dNd, as.numeric(as.character(tab$dginn.primate_omegaM0Bpp)), 
-     xlab="Omega Cooper-primate", ylab="DGINN-full's")
+<<omegaM7M8_3>>=
+plot(tab$cooper.primates.Average_dNd, 
+     tab$dginn.primate_omegaM0Bpp, 
+     xlab="Omega Cooper-primate", 
+     ylab="DGINN-full's",
+     cex=0.3)
 abline(0,1)
-abline(lm(as.numeric(as.character(tab$dginn.primate_omegaM0Bpp))~tab$cooper.primates.Average_dNd), col="red")
+abline(lm(tab$dginn.primate_omegaM0Bpp~tab$cooper.primates.Average_dNd), col="red")
 
-outlier<-tab[tab$cooper.primates.Average_dNd<0.4 & tab$dginn.primate_omegaM0Bpp>0.5,]
+outlier<-tab[tab$cooper.primates.Average_dNd<0.4 & 
+               tab$dginn.primate_omegaM0Bpp>0.5,]
 text(x=outlier$cooper.primates.Average_dNd,
 y=outlier$dginn.primate_omegaM0Bpp,
-outlier$Gene.name)
-
-@
-
-
+outlier$Gene.name, cex=0.5)
 
+outlier<-tab[tab$cooper.primates.Average_dNd<0.1 & 
+               tab$dginn.primate_omegaM0Bpp>0.3,]
+text(x=outlier$cooper.primates.Average_dNd,
+y=outlier$dginn.primate_omegaM0Bpp,
+outlier$Gene.name, cex=0.5)
 
+outlier<-tab[tab$cooper.primates.Average_dNd>0.7 & 
+               tab$dginn.primate_omegaM0Bpp<0.3,]
+text(x=outlier$cooper.primates.Average_dNd,
+y=outlier$dginn.primate_omegaM0Bpp,
+outlier$Gene.name, cex=0.5)
 
+outlier<-tab[tab$cooper.primates.Average_dNd>0.45 & 
+               tab$dginn.primate_omegaM0Bpp<0.2,]
+text(x=outlier$cooper.primates.Average_dNd,
+y=outlier$dginn.primate_omegaM0Bpp,
+outlier$Gene.name, cex=0.5)
+@
 
 \section{Overlap}
 
-
 \subsection{Mondrian}
 
 <<mondrianprimates>>=
-
 library(Mondrian)
 
-#######
-
 monddata<-as.data.frame(tab$Gene.name)
 dim(monddata)
 
+dginnfulltmp<-rowSums(cbind(tab$dginn.primate_BUSTED=="Y", 
+                            tab$dginn.primate_BppM1M2=="Y", 
+                            tab$dginn.primate_BppM7M8=="Y", 
+                            tab$dginn.primate_codemlM1M2=="Y", 
+                            tab$dginn.primate_codemlM7M8=="Y")) 
 
-dginnfulltmp<-rowSums(cbind(tab$dginn.primate_BUSTED=="Y", tab$dginn.primate_BppM1M2=="Y", 
-tab$dginn.primate_BppM7M8=="Y", tab$dginn.primate_codemlM1M2=="Y", tab$dginn.primate_codemlM7M8=="Y")) 
-
-monddata$primates_young<-ifelse(tab$pVal.M8vsM7<0.05, 1, 0)
-monddata$primate_cooper<-ifelse(tab$cooper.primates.M7.M8_p_value<0.05, 1, 0)
-monddata$primates_dginn_full<-ifelse(dginnfulltmp>=3, 1,0)
+monddata$primates_young<-ifelse(
+  tab$pVal.M8vsM7<0.05, 1, 0)
+monddata$primate_cooper<-ifelse(
+  tab$cooper.primates.M7.M8_p_value<0.05, 1, 0)
+monddata$primates_dginn_full<-ifelse(
+  dginnfulltmp>=3, 1,0)
 
-mondrian(na.omit(monddata[,2:4]), labels=c("Young", "Cooper", "DGINN-full >=3" ))
+mondrian(na.omit(monddata[,2:4]), 
+         labels=c("Young", "Cooper", "DGINN-full >=3" ))
 
-#####
-monddata$primates_dginn_full<-ifelse(dginnfulltmp>=4, 1,0)
+monddata$primates_dginn_full<-ifelse(
+  dginnfulltmp>=4, 1,0)
 
-mondrian(na.omit(monddata[,2:4]), labels=c("Young", "Cooper", "DGINN-full >=4"))
+mondrian(na.omit(monddata[,2:4]), 
+         labels=c("Young", "Cooper", "DGINN-full >=4"))
 @
 
 
@@ -144,7 +202,8 @@ library(UpSetR)
 upsetdata<-as.data.frame(tab$Gene.name)
 
 upsetdata$primates_young<-ifelse(tab$pVal.M8vsM7<0.05, 1, 0)
-upsetdata$primate_cooper<-ifelse(tab$cooper.primates.M7.M8_p_value<0.05, 1, 0)
+upsetdata$primate_cooper<-ifelse(
+  tab$cooper.primates.M7.M8_p_value<0.05, 1, 0)
 upsetdata$primates_dginn_full<-ifelse(dginnfulltmp>=3, 1,0)
 
 
diff --git a/covid_comp_primate.pdf b/covid_comp_primate.pdf
index 0840330fbd5d2c6fb016cec3aadd243fb8922118..d7e4d15dc84753caebeb142c080c1b6b0653e9cb 100644
Binary files a/covid_comp_primate.pdf and b/covid_comp_primate.pdf differ
diff --git a/covid_comp_primate.tex b/covid_comp_primate.tex
index 145593b25b82c3ee2d452c4438f9253dc1cc5cd8..ee3f1f28f46b4f39dbf10e17f0548e847434f0d5 100644
--- a/covid_comp_primate.tex
+++ b/covid_comp_primate.tex
@@ -82,51 +82,65 @@ Analysis were formatted by the script covid\_comp\_script0\_table.Rnw.
 \begin{knitrout}
 \definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
 \begin{alltt}
-\hlstd{workdir}\hlkwb{<-}\hlstr{"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/"}
+\hlstd{home}\hlkwb{<-}\hlstr{"/home/adminmarie/Documents/"}
+\hlstd{workdir}\hlkwb{<-}\hlkwd{paste0}\hlstd{(home,} \hlstr{"CIRI_BIBS_projects/2020_05_Etienne_covid/"}\hlstd{)}
 
 \hlstd{tab}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,}
   \hlstr{"covid_comp/covid_comp_complete.txt"}\hlstd{),} \hlkwc{h}\hlstd{=T,} \hlkwc{sep}\hlstd{=}\hlstr{"\textbackslash{}t"}\hlstd{)}
 \hlkwd{dim}\hlstd{(tab)}
 \end{alltt}
 \begin{verbatim}
-## [1] 332 139
+## [1] 332 141
 \end{verbatim}
 \begin{alltt}
-\hlstd{tab}\hlopt{$}\hlstd{Gene.name}\hlkwb{<-}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name)}
+\hlstd{tab}\hlopt{$}\hlstd{Gene.name}\hlkwb{<-}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name.x)}
 \hlstd{tab}\hlopt{$}\hlstd{Gene.name[tab}\hlopt{$}\hlstd{PreyGene}\hlopt{==}\hlstr{"MTARC1"}\hlstd{]}\hlkwb{<-}\hlstr{"MTARC1"}
 \end{alltt}
 \end{kframe}
 \end{knitrout}
 
-
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 \section{Comparisons Primates}
 
 \subsection{Janet Young's results (Young-primate) VS DGINN-full's results}
 
 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{$}\hlstd{whole.gene.dN.dS.model.0,} \hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp)),}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Young-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"DGINN-full's"}\hlstd{)}
-\end{alltt}
-
-
-{\ttfamily\noindent\color{warningcolor}{\#\# Warning in xy.coords(x, y, xlabel, ylabel, log): NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp[tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{==}\hlstr{"na"}\hlstd{]}\hlkwb{<-}\hlnum{NA}
+\hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(}
+  \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp))}
+
+\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
+     \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
+     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Young-primate"}\hlstd{,}
+     \hlkwc{ylab}\hlstd{=}\hlstr{"DGINN-full's"}\hlstd{,}
+     \hlkwc{cex}\hlstd{=}\hlnum{0.3}\hlstd{)}
 \hlkwd{abline}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{1}\hlstd{)}
-\hlkwd{abline}\hlstd{(}\hlkwd{lm}\hlstd{(}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp))}\hlopt{~}\hlstd{tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0),} \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{)}
-\end{alltt}
+\hlkwd{abline}\hlstd{(}\hlkwd{lm}\hlstd{(tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{~}\hlstd{tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0),}
+       \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{)}
 
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.4} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{>}\hlnum{0.5}\hlstd{,]}
+\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
+\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)}
 
-{\ttfamily\noindent\color{warningcolor}{\#\# Warning in eval(predvars, data, env): NAs introduits lors de la conversion automatique}}\begin{alltt}
-\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.4} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{>}\hlnum{0.5}\hlstd{,]}
-\end{alltt}
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.1} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{>}\hlnum{0.3}\hlstd{,]}
+\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
+\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)}
 
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{>}\hlnum{0.33} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{<}\hlnum{0.2}\hlstd{,]}
+\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
+\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)}
 
-{\ttfamily\noindent\color{warningcolor}{\#\# Warning in Ops.factor(tab\$dginn.primate\_omegaM0Bpp, 0.5): '>' not meaningful for factors}}\begin{alltt}
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{>}\hlnum{0.6} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{<}\hlnum{0.6}\hlstd{,]}
 \hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
 \hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
 \hlstd{outlier}\hlopt{$}\hlstd{Gene.name)}
@@ -139,19 +153,39 @@ Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "omega" d
 \subsection{Janet Young's results (Young-primate) VS Cooper's result}
 
 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{$}\hlstd{whole.gene.dN.dS.model.0,} \hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS)),}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Young-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"Omega Cooper-primate"}\hlstd{)}
+\hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(}
+  \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS))}
+
+\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
+     \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS,}
+     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Young-primate"}\hlstd{,}
+     \hlkwc{ylab}\hlstd{=}\hlstr{"Omega Cooper-primate"}\hlstd{,}
+     \hlkwc{cex}\hlstd{=}\hlnum{0.3}\hlstd{)}
 \hlkwd{abline}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{1}\hlstd{)}
-\hlkwd{abline}\hlstd{(}\hlkwd{lm}\hlstd{(}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS))}\hlopt{~}\hlstd{tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0),} \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{)}
+\hlkwd{abline}\hlstd{(}\hlkwd{lm}\hlstd{(tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS}\hlopt{~}\hlstd{tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0),}
+       \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{)}
 
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.15} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS}\hlopt{>}\hlnum{0.4}\hlstd{,]}
+\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
+\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{cooper.primates.Average_dNdS,}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name,} \hlkwc{cex}\hlstd{=}\hlnum{0.5}\hlstd{)}
 
-\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.4} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS}\hlopt{>}\hlnum{0.5}\hlstd{,]}
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.3} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS}\hlopt{>}\hlnum{0.5}\hlstd{,]}
 \hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
 \hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{cooper.primates.Average_dNdS,}
-\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name,} \hlkwc{cex}\hlstd{=}\hlnum{0.5}\hlstd{)}
+
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{>}\hlnum{0.3} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNdS}\hlopt{<}\hlnum{0.1}\hlstd{,]}
+\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,}
+\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{cooper.primates.Average_dNdS,}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name,} \hlkwc{cex}\hlstd{=}\hlnum{0.5}\hlstd{)}
 \end{alltt}
 \end{kframe}
 \includegraphics[width=\maxwidth]{figure/omegaM7M8_2-1} 
@@ -161,43 +195,49 @@ Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "cooper.p
 \subsection{Cooper's results (Cooper-primate) VS DGINN-full's results}
 
 Comparaison des Omega: colonne "cooper.primates.Average\_dNdS" 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{$}\hlstd{cooper.primates.Average_dNd,} \hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp)),}
-     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Cooper-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"DGINN-full's"}\hlstd{)}
-\end{alltt}
-
-
-{\ttfamily\noindent\color{warningcolor}{\#\# Warning in xy.coords(x, y, xlabel, ylabel, log): NAs introduits lors de la conversion automatique}}\begin{alltt}
+\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstd{cooper.primates.Average_dNd,}
+     \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
+     \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Cooper-primate"}\hlstd{,}
+     \hlkwc{ylab}\hlstd{=}\hlstr{"DGINN-full's"}\hlstd{,}
+     \hlkwc{cex}\hlstd{=}\hlnum{0.3}\hlstd{)}
 \hlkwd{abline}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{1}\hlstd{)}
-\hlkwd{abline}\hlstd{(}\hlkwd{lm}\hlstd{(}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp))}\hlopt{~}\hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNd),} \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{)}
-\end{alltt}
+\hlkwd{abline}\hlstd{(}\hlkwd{lm}\hlstd{(tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{~}\hlstd{tab}\hlopt{$}\hlstd{cooper.primates.Average_dNd),} \hlkwc{col}\hlstd{=}\hlstr{"red"}\hlstd{)}
 
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{cooper.primates.Average_dNd}\hlopt{<}\hlnum{0.4} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{>}\hlnum{0.5}\hlstd{,]}
+\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{cooper.primates.Average_dNd,}
+\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name,} \hlkwc{cex}\hlstd{=}\hlnum{0.5}\hlstd{)}
 
-{\ttfamily\noindent\color{warningcolor}{\#\# Warning in eval(predvars, data, env): NAs introduits lors de la conversion automatique}}\begin{alltt}
-\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{cooper.primates.Average_dNd}\hlopt{<}\hlnum{0.4} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{>}\hlnum{0.5}\hlstd{,]}
-\end{alltt}
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{cooper.primates.Average_dNd}\hlopt{<}\hlnum{0.1} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{>}\hlnum{0.3}\hlstd{,]}
+\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{cooper.primates.Average_dNd,}
+\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name,} \hlkwc{cex}\hlstd{=}\hlnum{0.5}\hlstd{)}
 
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{cooper.primates.Average_dNd}\hlopt{>}\hlnum{0.7} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{<}\hlnum{0.3}\hlstd{,]}
+\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{cooper.primates.Average_dNd,}
+\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name,} \hlkwc{cex}\hlstd{=}\hlnum{0.5}\hlstd{)}
 
-{\ttfamily\noindent\color{warningcolor}{\#\# Warning in Ops.factor(tab\$dginn.primate\_omegaM0Bpp, 0.5): '>' not meaningful for factors}}\begin{alltt}
+\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{cooper.primates.Average_dNd}\hlopt{>}\hlnum{0.45} \hlopt{&}
+               \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp}\hlopt{<}\hlnum{0.2}\hlstd{,]}
 \hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{cooper.primates.Average_dNd,}
 \hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstd{dginn.primate_omegaM0Bpp,}
-\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)}
+\hlstd{outlier}\hlopt{$}\hlstd{Gene.name,} \hlkwc{cex}\hlstd{=}\hlnum{0.5}\hlstd{)}
 \end{alltt}
 \end{kframe}
 \includegraphics[width=\maxwidth]{figure/omegaM7M8_3-1} 
 
 \end{knitrout}
 
-
-
-
-
-
 \section{Overlap}
 
-
 \subsection{Mondrian}
 
 \begin{knitrout}
@@ -205,8 +245,6 @@ Comparaison des Omega: colonne "cooper.primates.Average\_dNdS" VS colonne "omega
 \begin{alltt}
 \hlkwd{library}\hlstd{(Mondrian)}
 
-\hlcom{#######}
-
 \hlstd{monddata}\hlkwb{<-}\hlkwd{as.data.frame}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name)}
 \hlkwd{dim}\hlstd{(monddata)}
 \end{alltt}
@@ -214,22 +252,30 @@ Comparaison des Omega: colonne "cooper.primates.Average\_dNdS" VS colonne "omega
 ## [1] 332   1
 \end{verbatim}
 \begin{alltt}
-\hlstd{dginnfulltmp}\hlkwb{<-}\hlkwd{rowSums}\hlstd{(}\hlkwd{cbind}\hlstd{(tab}\hlopt{$}\hlstd{dginn.primate_BUSTED}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstd{dginn.primate_BppM1M2}\hlopt{==}\hlstr{"Y"}\hlstd{,}
-\hlstd{tab}\hlopt{$}\hlstd{dginn.primate_BppM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstd{dginn.primate_codemlM1M2}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstd{dginn.primate_codemlM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{))}
-
-\hlstd{monddata}\hlopt{$}\hlstd{primates_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
-\hlstd{monddata}\hlopt{$}\hlstd{primate_cooper}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
-\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnfulltmp}\hlopt{>=}\hlnum{3}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)}
-
-\hlkwd{mondrian}\hlstd{(}\hlkwd{na.omit}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{]),} \hlkwc{labels}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"Young"}\hlstd{,} \hlstr{"Cooper"}\hlstd{,} \hlstr{"DGINN-full >=3"} \hlstd{))}
+\hlstd{dginnfulltmp}\hlkwb{<-}\hlkwd{rowSums}\hlstd{(}\hlkwd{cbind}\hlstd{(tab}\hlopt{$}\hlstd{dginn.primate_BUSTED}\hlopt{==}\hlstr{"Y"}\hlstd{,}
+                            \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_BppM1M2}\hlopt{==}\hlstr{"Y"}\hlstd{,}
+                            \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_BppM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{,}
+                            \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_codemlM1M2}\hlopt{==}\hlstr{"Y"}\hlstd{,}
+                            \hlstd{tab}\hlopt{$}\hlstd{dginn.primate_codemlM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{))}
+
+\hlstd{monddata}\hlopt{$}\hlstd{primates_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(}
+  \hlstd{tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
+\hlstd{monddata}\hlopt{$}\hlstd{primate_cooper}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(}
+  \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
+\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(}
+  \hlstd{dginnfulltmp}\hlopt{>=}\hlnum{3}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)}
+
+\hlkwd{mondrian}\hlstd{(}\hlkwd{na.omit}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{]),}
+         \hlkwc{labels}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"Young"}\hlstd{,} \hlstr{"Cooper"}\hlstd{,} \hlstr{"DGINN-full >=3"} \hlstd{))}
 \end{alltt}
 \end{kframe}
 \includegraphics[width=\maxwidth]{figure/mondrianprimates-1} 
 \begin{kframe}\begin{alltt}
-\hlcom{#####}
-\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnfulltmp}\hlopt{>=}\hlnum{4}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)}
+\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(}
+  \hlstd{dginnfulltmp}\hlopt{>=}\hlnum{4}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)}
 
-\hlkwd{mondrian}\hlstd{(}\hlkwd{na.omit}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{]),} \hlkwc{labels}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"Young"}\hlstd{,} \hlstr{"Cooper"}\hlstd{,} \hlstr{"DGINN-full >=4"}\hlstd{))}
+\hlkwd{mondrian}\hlstd{(}\hlkwd{na.omit}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{]),}
+         \hlkwc{labels}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"Young"}\hlstd{,} \hlstr{"Cooper"}\hlstd{,} \hlstr{"DGINN-full >=4"}\hlstd{))}
 \end{alltt}
 \end{kframe}
 \includegraphics[width=\maxwidth]{figure/mondrianprimates-2} 
@@ -248,7 +294,8 @@ Just another representation of the same result.
 \hlstd{upsetdata}\hlkwb{<-}\hlkwd{as.data.frame}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name)}
 
 \hlstd{upsetdata}\hlopt{$}\hlstd{primates_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tab}\hlopt{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
-\hlstd{upsetdata}\hlopt{$}\hlstd{primate_cooper}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
+\hlstd{upsetdata}\hlopt{$}\hlstd{primate_cooper}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(}
+  \hlstd{tab}\hlopt{$}\hlstd{cooper.primates.M7.M8_p_value}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)}
 \hlstd{upsetdata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnfulltmp}\hlopt{>=}\hlnum{3}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)}
 
 
@@ -287,14 +334,14 @@ Genes under positive selection for at least 4 methods.
 \begin{verbatim}
 ##  [1] "ACADM"     "BCS1L"     "BRD4"      "CDK5RAP2"  "CEP135"   
 ##  [6] "CEP68"     "CLIP4"     "DNMT1"     "DPH5"      "EMC1"     
-## [11] "FYCO1"     "GCC2"      "GGH"       "GHITM"     "GIGYF2"   
-## [16] "GLA"       "GOLGA7"    "HECTD1"    "IDE"       "ITGB1"    
-## [21] "LARP1"     "LARP4B"    "LMAN2"     "MARK1"     "MIPOL1"   
-## [26] "MPHOSPH10" "MYCBP2"    "NDUFAF2"   "NDUFB9"    "PCNT"     
-## [31] "POLA1"     "PRIM2"     "PRKAR2A"   "PVR"       "REEP6"    
-## [36] "RIPK1"     "SAAL1"     "SEPSECS"   "SIRT5"     "SLC25A21" 
-## [41] "SLC27A2"   "TMEM39B"   "TOR1AIP1"  "TUBGCP2"   "UBAP2"    
-## [46] "UGGT2"     "VPS39"     "ZNF318"
+## [11] "ERO1LB"    "FYCO1"     "GCC2"      "GGH"       "GHITM"    
+## [16] "GIGYF2"    "GLA"       "GOLGA7"    "HECTD1"    "IDE"      
+## [21] "ITGB1"     "LARP1"     "LARP4B"    "LMAN2"     "MARK1"    
+## [26] "MIPOL1"    "MPHOSPH10" "MYCBP2"    "NDUFAF2"   "NDUFB9"   
+## [31] "NUPL1"     "PCNT"      "POLA1"     "PRIM2"     "PRKAR2A"  
+## [36] "PVR"       "REEP6"     "RIPK1"     "SAAL1"     "SEPSECS"  
+## [41] "SIRT5"     "SLC25A21"  "SLC27A2"   "TMEM39B"   "TOR1AIP1" 
+## [46] "TUBGCP2"   "UBAP2"     "UGGT2"     "VPS39"     "ZNF318"
 \end{verbatim}
 \begin{alltt}
 \hlstd{tab}\hlopt{$}\hlstd{Gene.name[dginnfulltmp}\hlopt{>=}\hlnum{3} \hlopt{&} \hlkwd{is.na}\hlstd{(dginnfulltmp)}\hlopt{==}\hlstd{F]}
@@ -303,20 +350,21 @@ Genes under positive selection for at least 4 methods.
 ##  [1] "ACADM"     "ADAM9"     "AP2A2"     "ATE1"      "BCS1L"    
 ##  [6] "BRD4"      "BZW2"      "CDK5RAP2"  "CEP135"    "CEP68"    
 ## [11] "CLIP4"     "CNTRL"     "DNMT1"     "DPH5"      "EDEM3"    
-## [16] "EIF4E2"    "EMC1"      "EXOSC2"    "FYCO1"     "GCC2"     
-## [21] "GGH"       "GHITM"     "GIGYF2"    "GLA"       "GOLGA7"   
-## [26] "GOLGB1"    "GORASP1"   "HDAC2"     "HECTD1"    "HS6ST2"   
-## [31] "IDE"       "ITGB1"     "LARP1"     "LARP4B"    "LARP7"    
-## [36] "LMAN2"     "MARK1"     "MDN1"      "MIPOL1"    "MOV10"    
-## [41] "MPHOSPH10" "MRPS5"     "MYCBP2"    "NAT14"     "NDUFAF2"  
-## [46] "NDUFB9"    "NGLY1"     "NPC2"      "PCNT"      "PITRM1"   
-## [51] "PLAT"      "PLOD2"     "PMPCB"     "POLA1"     "POR"      
-## [56] "PRIM2"     "PRKAR2A"   "PTBP2"     "PVR"       "RAB14"    
-## [61] "RAB1A"     "RAB2A"     "RAP1GDS1"  "RBX1"      "REEP6"    
-## [66] "RIPK1"     "RPL36"     "SAAL1"     "SCCPDH"    "SEPSECS"  
-## [71] "SIRT5"     "SLC25A21"  "SLC27A2"   "STOM"      "TIMM8B"   
-## [76] "TMEM39B"   "TOR1AIP1"  "TRIM59"    "TRMT1"     "TUBGCP2"  
-## [81] "UBAP2"     "UGGT2"     "USP54"     "VPS39"     "ZNF318"
+## [16] "EIF4E2"    "EMC1"      "ERO1LB"    "EXOSC2"    "FYCO1"    
+## [21] "GCC2"      "GGH"       "GHITM"     "GIGYF2"    "GLA"      
+## [26] "GOLGA7"    "GOLGB1"    "GORASP1"   "HDAC2"     "HECTD1"   
+## [31] "HS6ST2"    "IDE"       "ITGB1"     "LARP1"     "LARP4B"   
+## [36] "LARP7"     "LMAN2"     "MARK1"     "MDN1"      "MIPOL1"   
+## [41] "MOV10"     "MPHOSPH10" "MRPS5"     "MYCBP2"    "NAT14"    
+## [46] "NDUFAF2"   "NDUFB9"    "NGLY1"     "NPC2"      "NUPL1"    
+## [51] "PCNT"      "PITRM1"    "PLAT"      "PLOD2"     "PMPCB"    
+## [56] "POLA1"     "POR"       "PRIM2"     "PRKAR2A"   "PTBP2"    
+## [61] "PVR"       "RAB14"     "RAB1A"     "RAB2A"     "RAP1GDS1" 
+## [66] "RBX1"      "REEP6"     "RIPK1"     "RPL36"     "SAAL1"    
+## [71] "SCCPDH"    "SEPSECS"   "SIRT5"     "SLC25A21"  "SLC27A2"  
+## [76] "STOM"      "TIMM8B"    "TMEM39B"   "TOR1AIP1"  "TRIM59"   
+## [81] "TRMT1"     "TUBGCP2"   "UBAP2"     "UGGT2"     "USP54"    
+## [86] "VPS39"     "ZNF318"
 \end{verbatim}
 \begin{alltt}
 \hlstd{tmp}\hlkwb{<-}\hlstd{tab[dginnfulltmp}\hlopt{>=}\hlnum{4} \hlopt{&} \hlkwd{is.na}\hlstd{(dginnfulltmp)}\hlopt{==}\hlstd{F,}
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