From 82f55ae490b7e13d3783d15b6778555b75ecc475 Mon Sep 17 00:00:00 2001 From: your name <your mail> Date: Mon, 11 Jan 2021 10:14:20 +0100 Subject: [PATCH] script for primates --- covid_comp_primate-Young-focus.Rnw | 430 ++++++++++++++++++++ covid_comp_primate-Young-focus.pdf | Bin 0 -> 191946 bytes covid_comp_primate-Young-focus.tex | 609 +++++++++++++++++++++++++++++ 3 files changed, 1039 insertions(+) create mode 100644 covid_comp_primate-Young-focus.Rnw create mode 100644 covid_comp_primate-Young-focus.pdf create mode 100644 covid_comp_primate-Young-focus.tex diff --git a/covid_comp_primate-Young-focus.Rnw b/covid_comp_primate-Young-focus.Rnw new file mode 100644 index 0000000..292eac9 --- /dev/null +++ b/covid_comp_primate-Young-focus.Rnw @@ -0,0 +1,430 @@ +\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{October 2020} % Activate to display a given date or no date + +\begin{document} +\maketitle + +\tableofcontents + +\newpage + +\section{Files manipulations} + +\subsection{Read Janet Young's table} + +<<>>= +workdir<-"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/" + +tab<-read.delim(paste0(workdir, + "data/COVID_PAMLresults_332hits_plusBatScreens_2020_Apr14.csv"), + fill=T, h=T, dec=",") +dim(tab) + +#names(tab) + +@ + +\subsection{Read DGINN Young table} + +DGINN-Young-primate table correspond to DGINN results, on the SAME alignment as Young-primate. + +I will merge the 2 tables. + +<<>>= +dginnY<-read.delim(paste0(workdir, + "data/summary_primate_young.res"), + fill=T, h=T) + +dim(dginnY) + +names(dginnY) +@ + + +\subsection{Joining Young and DGINN Young table} + +\textit{I hide some code corresponding to verifications of gene names coherence between tables} +<<results="hide", echo=FALSE>>= +head(tab)[,1:5] +# gene avec un nom bizar dans certaines colomne +tab[158,1:10] + +# +length(unique(dginnY$Gene)) +length(unique(tab$PreyGene)) +length(unique(tab$Gene.name)) + +#quelle paire de colonne contient le plus de noms identiques +sum(unique(dginnY$Gene) %in% unique(tab$PreyGene)) +sum(unique(dginnY$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(dginnY$Gene))==F,] +# yep + +# Remplacement manuel par +as.character(unique(dginnY$Gene)[(unique(dginnY$Gene) %in% tab$Gene.name)==F]) +# dans le tableau de Janet + +val_remp=as.character(unique(dginnY$Gene)[(unique(dginnY$Gene) %in% tab$Gene.name)==F]) + +tab$Gene.name<-as.character(tab$Gene.name) + +tab$Gene.name[158]<-val_remp + +sum(unique(dginnY$Gene) %in% unique(tab$Gene.name)) +@ + +<<>>= + +add_col<-function(method="PamlM1M2"){ + +tmp<-dginnY[dginnY$Method==method, + c("Gene", "Omega", "PosSel", "PValue", "NbSites", "PSS")] + +names(tmp)<-c("Gene.name", paste0("Omega_", method), + paste0("PosSel_", method), paste0("PValue_", method), + paste0("NbSites_", method), paste0("PSS_", method)) + +tab<-merge(tab, tmp, by="Gene.name") + +return(tab) +} + +tab<-add_col("PamlM1M2") +tab<-add_col("PamlM7M8") +tab<-add_col("BppM1M2") +tab<-add_col("BppM7M8") + + +# Manip pour la colonne BUSTED + +tmp<-dginnY[dginnY$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<-dginnY[dginnY$Method=="MEME",c("Gene", "NbSites", "PSS")] +names(tmp)<-c("Gene.name", "NbSites_MEME", "PSS_MEME") +tab<-merge(tab, tmp, by="Gene.name") + +@ + + +\subsection{Read DGINN Table} + +<<>>= +dginnT<-read.delim(paste0(workdir, +"/data/DGINN_202005281649summary_cleaned.csv"), + fill=T, h=T, sep=",") + +dim(dginnT) + +names(dginnT) + +# Number of genes in dginn-primate output not present in the original table +dginnT[(dginnT$Gene %in% tab$Gene.name)==F,"Gene"] +# This includes paralogs, recombinations found by DGINN +# and additionnal genes included on purpose + +# Number of genes from the original list not present in DGINN output +tab[(tab$Gene.name %in% dginnT$Gene)==F,"Gene.name"] + + +names(dginnT)<-c("File", "Name", "Gene.name", "GeneSize", "dginn-primate_NbSpecies", "dginn-primate_omegaM0Bpp", + "dginn-primate_omegaM0codeml", "dginn-primate_BUSTED", "dginn-primate_BUSTED.p.value", + "dginn-primate_MEME.NbSites", "dginn-primate_MEME.PSS", "dginn-primate_BppM1M2", + "dginn-primate_BppM1M2.p.value", "dginn-primate_BppM1M2.NbSites", "dginn-primate_BppM1M2.PSS", + "dginn-primate_BppM7M8", "dginn-primate_BppM7M8.p.value", "dginn-primate_BppM7M8.NbSites", + "dginn-primate_BppM7M8.PSS", "dginn-primate_codemlM1M2", "dginn-primate_codemlM1M2.p.value", + "dginn-primate_codemlM1M2.NbSites", "dginn-primate_codemlM1M2.PSS", "dginn-primate_codemlM7M8", + "dginn-primate_codemlM7M8.p.value", "dginn-primate_codemlM7M8.NbSites", "dginn-primate_codemlM7M8.PSS") + +@ + + + +\subsection{Join Table and DGINN table} + + +<<>>= +tab<-merge(tab,dginnT, by="Gene.name", all.x=T) +@ + + +\subsection{Write new table} +<<>>= +write.table(tab, + "COVID_PAMLresults_332hits_plusBatScreens_plusDGINN_20201014.txt", + row.names=F, quote=F, sep="\t") +@ + + + + + + + + + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Comparisons Primates} + +\subsection{DGINN results on Janet Young's alignments (DGINN-Young-primate) VS Janet Young's results} + + +Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "omega" dans la sortie de dginn. +<<omegaM7M8>>= + +plot(tab$whole.gene.dN.dS.model.0, tab$Omega_PamlM7M8, + xlab="Omega Young-primate", ylab="Omega DGINN-Young-primate") +abline(0,1) +outlier<-tab[tab$whole.gene.dN.dS.model.0<0.2 & tab$Omega_PamlM7M8>0.4,] +text(x=outlier$whole.gene.dN.dS.model.0, +y=(outlier$Omega_PamlM7M8+0.01), +outlier$Gene.name) + +outlier<-tab[tab$whole.gene.dN.dS.model.0<0.6 & tab$Omega_PamlM7M8>0.7,] +text(x=outlier$whole.gene.dN.dS.model.0, +y=(outlier$Omega_PamlM7M8+0.01), +outlier$Gene.name) + +@ + + + +\subsection{DGINN results on Janet Young's alignments (DGINN-Young-primate) VS DGINN-full's results} + + +Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "omega" dans la sortie de dginn. +<<omegaM7M8_2>>= + +tab$'dginn-primate_omegaM0Bpp'<-as.numeric(as.character(tab$'dginn-primate_omegaM0Bpp')) +plot(tab$'dginn-primate_omegaM0Bpp', tab$Omega_PamlM7M8, + xlab="DGINN-full's", ylab="Omega DGINN-Young-primate") +abline(0,1) + +outlier<-tab[tab$'dginn-primate_omegaM0Bpp'>0.4 & tab$Omega_PamlM7M8<0.2,] +text(x=outlier$'dginn-primate_omegaM0Bpp', +y=(outlier$Omega_PamlM7M8+0.01), +outlier$Gene.name) + +outlier<-tab[tab$'dginn-primate_omegaM0Bpp'>0.5 & tab$Omega_PamlM7M8<0.4,] +text(x=outlier$'dginn-primate_omegaM0Bpp', +y=(outlier$Omega_PamlM7M8+0.01), +outlier$Gene.name) + +@ + + +\subsection{Janet Young's results (Young-primate) VS DGINN-full's results} + + +Comparaison des Omega: colonne L "whole.gene.dN.dS.model.0" VS colonne "omega" dans la sortie de dginn. +<<omegaM7M8_3>>= + +plot(tab$whole.gene.dN.dS.model.0, as.numeric(as.character(tab$'dginn-primate_omegaM0Bpp')), + xlab="Omega Young-primate", ylab="DGINN-full's") +abline(0,1) + + +outlier<-tab[tab$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) + +@ + + +\section{Overlap} + + +\subsection{Mondrian} + +<<mondrianprimates>>= + +library(Mondrian) + +####### + +monddata<-as.data.frame(tab$Gene.name) +dim(monddata) + +dginnyoungtmp<-rowSums(cbind(tab$PosSel_PamlM1M2=="Y", tab$PosSel_PamlM7M8=="Y", +tab$PosSel_BppM1M2=="Y", tab$PosSel_BppM7M8=="Y", tab$PosSel_BUSTED=="Y")) + +#monddata$primates_dginn_young<-ifelse(tmp$PosSel_PamlM7M8=="Y", 1,0) + + +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$pVal.M8vsM7<0.05, 1, 0) +#monddata$primates_cooper<-ifelse(tab$cooper.primates.M7.M8_p_val<0.05, 1, 0) + + +monddata$primates_dginn_young<-ifelse(dginnyoungtmp>=3, 1,0) +monddata$primates_dginn_full<-ifelse(dginnfulltmp>=3, 1,0) + +mondrian(na.omit(monddata[,2:4]), labels=c("Young", "DGINN-Young >=3", "DGINN-full >=3" )) + +##### +monddata$primates_dginn_young<-ifelse(dginnyoungtmp>=4, 1,0) +monddata$primates_dginn_full<-ifelse(dginnfulltmp>=4, 1,0) + +mondrian(na.omit(monddata[,2:4]), labels=c("Young", "DGINN-Young >=4", "DGINN-full >=4")) +@ + +Comparison of results with the same method. +<<>>= + +##### +monddata$primates_dginn_young<-tab$PosSel_BppM7M8=="Y" +monddata$primates_dginn_full<-tab$'dginn-primate_codemlM7M8'=="Y" + +mondrian(na.omit(monddata[,2:4]), labels=c("Young", "DGINN-Young", "DGINN-full"), main="posel codeml M7M8") +@ + +\subsection{subsetR} + +Just another representation of the same result. + +<<subsetprimates>>= +library(UpSetR) +upsetdata<-as.data.frame(tab$Gene.name) + + + +upsetdata$primates_young<-ifelse(tab$pVal.M8vsM7<0.05, 1, 0) + +### +upsetdata$primates_dginn_young<-ifelse(dginnyoungtmp>=3, 1,0) +upsetdata$primates_dginn_full<-ifelse(dginnfulltmp>=3, 1,0) + + +upset(na.omit(upsetdata), nsets = 3, matrix.color = "#DC267F", +main.bar.color = "#648FFF", sets.bar.color = "#FE6100") + +### +upsetdata$primates_dginn_young<-ifelse(dginnyoungtmp>=4, 1,0) +upsetdata$primates_dginn_full<-ifelse(dginnfulltmp>=4, 1,0) + +upset(na.omit(upsetdata), nsets = 3, matrix.color = "#DC267F", +main.bar.color = "#648FFF", sets.bar.color = "#FE6100") + +@ + +\section{Gene List} + +Genes under positive selection for at least 4 methods. + +<<>>= +dginnfulltmp<-rowSums(cbind(tab$'dginn-primate_BUSTED'=="Y", + tab$'dginn-primate_BppM1M2'=="Y", +tab$'dginn-primate_BppM7M8'=="Y", +tab$'dginn-primate_codemlM1M2'=="Y", +tab$'dginn-primate_codemlM7M8'=="Y")) + +tab$Gene.name[dginnfulltmp>=4 & is.na(dginnfulltmp)==F] + +tab$Gene.name[dginnfulltmp>=3 & is.na(dginnfulltmp)==F] + +tmp<-tab[dginnfulltmp>=4 & is.na(dginnfulltmp)==F, +c("Gene.name","dginn-primate_BUSTED", "dginn-primate_BppM1M2", + "dginn-primate_BppM7M8","dginn-primate_codemlM1M2","dginn-primate_codemlM7M8")] + +write.table(tmp, "geneList_DGINN_full_primate_pos4.txt", row.names=F, quote=F) +@ + + +\section{Shiny like} + +<<shiny, fig.height=11>>= +makeFig1 <- function(df){ + + # prepare data for colors etc + colMethods <- c("deepskyblue4", "darkorange" , "deepskyblue3" , "mediumseagreen" , "yellow3" , "black") + nameMethods <- c("BUSTED", "BppM1M2", "BppM7M8", "codemlM1M2", "codemlM7M8", "MEME") + metColor <- data.frame(Name = nameMethods , Col = colMethods , stringsAsFactors = FALSE) + + # subset for this specific figure + #df <- df[df$nbY >= 1, ] # to drop genes found by 0 methods (big datasets) + xt <- df[, c("BUSTED", "BppM1M2", "BppM7M8", "codemlM1M2", "codemlM7M8")] + xt$Gene <- df$Gene + nbrMeth <- 5 + # reverse order of dataframe so that genes with the most Y are at the bottom (to be on top of the barplot) + xt[,1:5] <- ifelse(xt[,1:5] == "Y", 1, 0) + # sort and Filter the 0 lines + xt<-xt[order(rowSums(xt[,1:5])),] + xt<-xt[rowSums(xt[,1:5])>2,] + + row.names(xt)<-xt$Gene + xt<-xt[,1:5] + + colFig1 <- metColor[which(metColor$Name %in% colnames(xt)) , ] + + ##### PART 1 : NUMBER OF METHODS + par(xpd = NA , mar=c(2,7,4,0) , oma = c(0,0,0,0) , mgp = c(3,0.3,0)) + + h = barplot( + t(xt), + border = NA , + axes = F , + col = adjustcolor(colFig1$Col, alpha.f = 1), + horiz = T , + las = 2 , + main = "Methods detecting positive selection" , + cex.main = 0.85, + cex.names = min(50/nrow(xt), 1.5) + ) + + axis(3, line = 0, at = c(0:nbrMeth), label = c("0", rep("", nbrMeth -1), nbrMeth), tck = 0.02) + + legend("bottomleft", + horiz = T, + border = colFig1$Col, + legend = colFig1$Name, + fill = colFig1$Col, + cex = 0.8, + bty = "n", + xpd = NA + ) +} + + +df<-read.delim(paste0(workdir, +"/data/DGINN_202005281649summary_cleaned.csv"), + fill=T, h=T, sep=",") + + +makeFig1(df) + +@ + +\end{document} + diff --git a/covid_comp_primate-Young-focus.pdf b/covid_comp_primate-Young-focus.pdf new file mode 100644 index 0000000000000000000000000000000000000000..197adf5bf916f5b5381275e17db2fd800375e4fb GIT binary patch literal 191946 zcmY!laB<T$)HCH$y>R8|4K8B^1BLvgEG`=xE`6WWy!4U`1q(9^1qk5McgxHvNi9;) zcgsmENp(q0&QD3@va{nVE-6Y)%;l=Mbu~QJ|F(fh?ep*_yzWs(@%2mV?(Ax8JLa(E zmdQamCR5d@Ss}h$kM6&}<>wTA%u9RQCUy0`_s1>wT|d6?pv8iN59Ml;YV7Y+S2Jie zsH7>l8tmb7Shb@)xJzwgijG8IQ*n`$k?Sd~)tjS#ryS}CcGH?Xd$pA|_y1dc$-ylS zK2Ps&Iuvy!ZQ7$tNpIBOZ~CS7$IymLNm6|Ri(qqv^LcjZJ=W4Le=p6tyUG0CgH>~U zE=PuyZd~`4BV|f#z=O238j=5ox|ja!JEbMf_)wK`LAmD4=HnSYt$YQEXBcaaB$wnG zF6_3mn^rtudR>B<xght-zo#az-nEBEd76OnXSN=rSIiHi1PsMbv35C}m|-O6;$&%m zZeKrxg@SBdMo`LLhKw~U*|I%nPvDgmaGT{>G~sFAB{}uUTTUF}I3bcb@A)^)t-BlI zB?DG*W;dL6UEdI?(U|!$;?%L?o_&o*Zs&ZgobJa=SbQaSUTN0NCv$4}4ON1emPou0 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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{October 2020} % Activate to display a given date or no date +\IfFileExists{upquote.sty}{\usepackage{upquote}}{} +\begin{document} +\maketitle + +\tableofcontents + +\newpage + +\section{Files manipulations} + +\subsection{Read Janet Young's table} + +\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{tab}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,} + \hlstr{"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} +\hlcom{#names(tab)} +\end{alltt} +\end{kframe} +\end{knitrout} + +\subsection{Read DGINN Young table} + +DGINN-Young-primate table correspond to DGINN results, on the SAME alignment as Young-primate. + +I will merge the 2 tables. + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlstd{dginnY}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,} + \hlstr{"data/summary_primate_young.res"}\hlstd{),} + \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T)} + +\hlkwd{dim}\hlstd{(dginnY)} +\end{alltt} +\begin{verbatim} +## [1] 1992 7 +\end{verbatim} +\begin{alltt} +\hlkwd{names}\hlstd{(dginnY)} +\end{alltt} +\begin{verbatim} +## [1] "Gene" "Omega" "Method" "PosSel" "PValue" "NbSites" "PSS" +\end{verbatim} +\end{kframe} +\end{knitrout} + + +\subsection{Joining Young and DGINN Young table} + +\textit{I hide some code corresponding to verifications of gene names coherence between tables} + + +\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{dginnY[dginnY}\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{dginnY[dginnY}\hlopt{$}\hlstd{Method}\hlopt{==}\hlstr{"BUSTED"}\hlstd{,}\hlkwd{c}\hlstd{(}\hlstr{"Gene"}\hlstd{,} \hlstr{"Omega"}\hlstd{,} \hlstr{"PosSel"}\hlstd{,} \hlstr{"PValue"}\hlstd{)]} +\hlkwd{names}\hlstd{(tmp)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"Omega_BUSTED"}\hlstd{,} \hlstr{"PosSel_BUSTED"}\hlstd{,} \hlstr{"PValue_BUSTED"}\hlstd{)} +\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab, tmp,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{)} + +\hlstd{tmp}\hlkwb{<-}\hlstd{dginnY[dginnY}\hlopt{$}\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{Read DGINN Table} + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlstd{dginnT}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,} +\hlstr{"/data/DGINN_202005281649summary_cleaned.csv"}\hlstd{),} + \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T,} \hlkwc{sep}\hlstd{=}\hlstr{","}\hlstd{)} + +\hlkwd{dim}\hlstd{(dginnT)} +\end{alltt} +\begin{verbatim} +## [1] 412 27 +\end{verbatim} +\begin{alltt} +\hlkwd{names}\hlstd{(dginnT)} +\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} +\hlcom{# Number of genes in dginn-primate output not present in the original table} +\hlstd{dginnT[(dginnT}\hlopt{$}\hlstd{Gene} \hlopt{%in%} \hlstd{tab}\hlopt{$}\hlstd{Gene.name)}\hlopt{==}\hlstd{F,}\hlstr{"Gene"}\hlstd{]} +\end{alltt} +\begin{verbatim} +## [1] ACE2 ADAM9[0-3120] ADAM9[3119-3927] ATP5MGL +## [5] C1H1ORF50 CEP135[0-3264] CEP135[3263-3678] CEP43 +## [9] COQ8B COQ8A CSNK2A1 CSNK2B[0-609] +## [13] CSNK2B[608-2568] CYB5R1 DDX21[0-717] DDX21[716-2538] +## [17] DDX50 DNAJC15 DPH5[0-702] DPH5[701-1326] +## [21] DPY19L2 ELOC ERO1B EXOSC3[0-1446] +## [25] EXOSC3[1445-1980] FBN3 GNB4 GNB2 +## [29] GNB3 GOLGA7[0-312] GOLGA7[311-549] GPX1[0-1218] +## [33] GPX1[1217-2946] HDAC1 HS6ST3 IMPDH1 +## [37] ITGB1[0-2328] ITGB1[2327-2844] LMAN2L MRPS5[0-1569] +## [41] MRPS5[1568-3783] MARC2 MGRN1 NDFIP2[0-768] +## [45] NDFIP2[767-1314] NDUFAF2[0-258] NDUFAF2[257-744] NSD2 +## [49] NUP58 NUP58[0-1824] NUP58[1823-2367] PABPC3 +## [53] POTPABPC1 PABPC4L PABPC5 PCSK5 +## [57] PRIM2[0-1071] PRIM2[1070-1902] PRKACB PRKACG +## [61] PTGES2[0-1587] PTGES2[1586-2202] RAB8B RAB13 +## [65] RAB18[0-855] RAB18[854-1815] RAB2B RAB5A +## [69] RAB5B RAB15 RALB EZR +## [73] EZR[0-1458] EZR[1457-3771] MSN RETREG3 +## [77] RHOB RHOC SLC44A2[0-2577] SLC44A2[2576-3657] +## [81] SPART SRP72[0-2604] SRP72[2603-3417] STOM[0-1047] +## [85] STOM[1046-1800] STOML3 TIMM29 TLE4 +## [89] TLE2 TLE2[0-1302] TLE2[1301-3987] TMPRSS2 +## [93] TOMM70 TOR1B WASHC4 WFS1[0-2346] +## [97] WFS1[2345-3216] YIF1B +## 411 Levels: AAR2 AASS AATF ABCC1 ACAD9 ACADM ACE2 ACSL3 ADAM9 ... ZYG11B +\end{verbatim} +\begin{alltt} +\hlcom{# This includes paralogs, recombinations found by DGINN } +\hlcom{# and additionnal genes included on purpose} + +\hlcom{# Number of genes from the original list not present in DGINN output} +\hlstd{tab[(tab}\hlopt{$}\hlstd{Gene.name} \hlopt{%in%} \hlstd{dginnT}\hlopt{$}\hlstd{Gene)}\hlopt{==}\hlstd{F,}\hlstr{"Gene.name"}\hlstd{]} +\end{alltt} +\begin{verbatim} +## [1] "ADCK4" "ARL6IP6" "ATP5L" "C19orf52" "C1orf50" "ERO1LB" +## [7] "FAM134C" "FGFR1OP" "KIAA1033" "MFGE8" "NUPL1" "SIGMAR1" +## [13] "SPG20" "TCEB1" "TCEB2" "TOMM70A" "USP13" "VIMP" +## [19] "WHSC1" +\end{verbatim} +\begin{alltt} +\hlkwd{names}\hlstd{(dginnT)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"File"}\hlstd{,} \hlstr{"Name"}\hlstd{,} \hlstr{"Gene.name"}\hlstd{,} \hlstr{"GeneSize"}\hlstd{,} \hlstr{"dginn-primate_NbSpecies"}\hlstd{,} \hlstr{"dginn-primate_omegaM0Bpp"}\hlstd{,} + \hlstr{"dginn-primate_omegaM0codeml"}\hlstd{,} \hlstr{"dginn-primate_BUSTED"}\hlstd{,} \hlstr{"dginn-primate_BUSTED.p.value"}\hlstd{,} + \hlstr{"dginn-primate_MEME.NbSites"}\hlstd{,} \hlstr{"dginn-primate_MEME.PSS"}\hlstd{,} \hlstr{"dginn-primate_BppM1M2"}\hlstd{,} + \hlstr{"dginn-primate_BppM1M2.p.value"}\hlstd{,} \hlstr{"dginn-primate_BppM1M2.NbSites"}\hlstd{,} \hlstr{"dginn-primate_BppM1M2.PSS"}\hlstd{,} + \hlstr{"dginn-primate_BppM7M8"}\hlstd{,} \hlstr{"dginn-primate_BppM7M8.p.value"}\hlstd{,} \hlstr{"dginn-primate_BppM7M8.NbSites"}\hlstd{,} + \hlstr{"dginn-primate_BppM7M8.PSS"}\hlstd{,} \hlstr{"dginn-primate_codemlM1M2"}\hlstd{,} \hlstr{"dginn-primate_codemlM1M2.p.value"}\hlstd{,} + \hlstr{"dginn-primate_codemlM1M2.NbSites"}\hlstd{,} \hlstr{"dginn-primate_codemlM1M2.PSS"}\hlstd{,} \hlstr{"dginn-primate_codemlM7M8"}\hlstd{,} + \hlstr{"dginn-primate_codemlM7M8.p.value"}\hlstd{,} \hlstr{"dginn-primate_codemlM7M8.NbSites"}\hlstd{,} \hlstr{"dginn-primate_codemlM7M8.PSS"}\hlstd{)} +\end{alltt} +\end{kframe} +\end{knitrout} + + + +\subsection{Join Table and DGINN table} + + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlstd{tab}\hlkwb{<-}\hlkwd{merge}\hlstd{(tab,dginnT,} \hlkwc{by}\hlstd{=}\hlstr{"Gene.name"}\hlstd{,} \hlkwc{all.x}\hlstd{=T)} +\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_20201014.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} + + +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{)} +\hlkwd{abline}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{1}\hlstd{)} +\hlstd{outlier}\hlkwb{<-}\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{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,} +\hlkwc{y}\hlstd{=(outlier}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{+}\hlnum{0.01}\hlstd{),} +\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)} + +\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.6} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{>}\hlnum{0.7}\hlstd{,]} +\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,} +\hlkwc{y}\hlstd{=(outlier}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{+}\hlnum{0.01}\hlstd{),} +\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/omegaM7M8-1} + +\end{knitrout} + + + +\subsection{DGINN results on Janet Young's alignments (DGINN-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} +\hlstd{tab}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlstd{))} +\end{alltt} + + +{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt} +\hlkwd{plot}\hlstd{(tab}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlstd{, tab}\hlopt{$}\hlstd{Omega_PamlM7M8,} + \hlkwc{xlab}\hlstd{=}\hlstr{"DGINN-full's"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"Omega DGINN-Young-primate"}\hlstd{)} +\hlkwd{abline}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{1}\hlstd{)} + +\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlopt{>}\hlnum{0.4} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{<}\hlnum{0.2}\hlstd{,]} +\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlstd{,} +\hlkwc{y}\hlstd{=(outlier}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{+}\hlnum{0.01}\hlstd{),} +\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)} + +\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlopt{>}\hlnum{0.5} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{<}\hlnum{0.4}\hlstd{,]} +\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlstd{,} +\hlkwc{y}\hlstd{=(outlier}\hlopt{$}\hlstd{Omega_PamlM7M8}\hlopt{+}\hlnum{0.01}\hlstd{),} +\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/omegaM7M8_2-1} + +\end{knitrout} + + +\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{$}\hlstd{whole.gene.dN.dS.model.0,} \hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlstd{)),} + \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Young-primate"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"DGINN-full's"}\hlstd{)} +\hlkwd{abline}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{1}\hlstd{)} + + +\hlstd{outlier}\hlkwb{<-}\hlstd{tab[tab}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0}\hlopt{<}\hlnum{0.4} \hlopt{&} \hlstd{tab}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlopt{>}\hlnum{0.5}\hlstd{,]} +\hlkwd{text}\hlstd{(}\hlkwc{x}\hlstd{=outlier}\hlopt{$}\hlstd{whole.gene.dN.dS.model.0,} +\hlkwc{y}\hlstd{=outlier}\hlopt{$}\hlstr{'dginn-primate_omegaM0Bpp'}\hlstd{,} +\hlstd{outlier}\hlopt{$}\hlstd{Gene.name)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/omegaM7M8_3-1} + +\end{knitrout} + + +\section{Overlap} + + +\subsection{Mondrian} + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlkwd{library}\hlstd{(Mondrian)} + +\hlcom{#######} + +\hlstd{monddata}\hlkwb{<-}\hlkwd{as.data.frame}\hlstd{(tab}\hlopt{$}\hlstd{Gene.name)} +\hlkwd{dim}\hlstd{(monddata)} +\end{alltt} +\begin{verbatim} +## [1] 333 1 +\end{verbatim} +\begin{alltt} +\hlstd{dginnyoungtmp}\hlkwb{<-}\hlkwd{rowSums}\hlstd{(}\hlkwd{cbind}\hlstd{(tab}\hlopt{$}\hlstd{PosSel_PamlM1M2}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstd{PosSel_PamlM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{,} +\hlstd{tab}\hlopt{$}\hlstd{PosSel_BppM1M2}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstd{PosSel_BppM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstd{PosSel_BUSTED}\hlopt{==}\hlstr{"Y"}\hlstd{))} + +\hlcom{#monddata$primates_dginn_young<-ifelse(tmp$PosSel_PamlM7M8=="Y", 1,0)} + + +\hlstd{dginnfulltmp}\hlkwb{<-}\hlkwd{rowSums}\hlstd{(}\hlkwd{cbind}\hlstd{(tab}\hlopt{$}\hlstr{'dginn-primate_BUSTED'}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstr{'dginn-primate_BppM1M2'}\hlopt{==}\hlstr{"Y"}\hlstd{,} +\hlstd{tab}\hlopt{$}\hlstr{'dginn-primate_BppM7M8'}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstr{'dginn-primate_codemlM1M2'}\hlopt{==}\hlstr{"Y"}\hlstd{, tab}\hlopt{$}\hlstr{'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{)} +\hlcom{#monddata$primates_cooper<-ifelse(tab$cooper.primates.M7.M8_p_val<0.05, 1, 0)} + + +\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnyoungtmp}\hlopt{>=}\hlnum{3}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} +\hlstd{monddata}\hlopt{$}\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{"DGINN-Young >=3"}\hlstd{,} \hlstr{"DGINN-full >=3"} \hlstd{))} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/mondrianprimates-1} +\begin{kframe}\begin{alltt} +\hlcom{#####} +\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnyoungtmp}\hlopt{>=}\hlnum{4}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} +\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlkwd{ifelse}\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{"DGINN-Young >=4"}\hlstd{,} \hlstr{"DGINN-full >=4"}\hlstd{))} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/mondrianprimates-2} + +\end{knitrout} + +Comparison of results with the same method. +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlcom{#####} +\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_young}\hlkwb{<-}\hlstd{tab}\hlopt{$}\hlstd{PosSel_BppM7M8}\hlopt{==}\hlstr{"Y"} +\hlstd{monddata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlstd{tab}\hlopt{$}\hlstr{'dginn-primate_codemlM7M8'}\hlopt{==}\hlstr{"Y"} + +\hlkwd{mondrian}\hlstd{(}\hlkwd{na.omit}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{]),} \hlkwc{labels}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"Young"}\hlstd{,} \hlstr{"DGINN-Young"}\hlstd{,} \hlstr{"DGINN-full"}\hlstd{),} \hlkwc{main}\hlstd{=}\hlstr{"posel codeml M7M8"}\hlstd{)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/unnamed-chunk-8-1} + +\end{knitrout} + +\subsection{subsetR} + +Just another representation of the same result. + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlkwd{library}\hlstd{(UpSetR)} +\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{$}\hlstd{pVal.M8vsM7}\hlopt{<}\hlnum{0.05}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)} + +\hlcom{###} +\hlstd{upsetdata}\hlopt{$}\hlstd{primates_dginn_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnyoungtmp}\hlopt{>=}\hlnum{3}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} +\hlstd{upsetdata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnfulltmp}\hlopt{>=}\hlnum{3}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} + + +\hlkwd{upset}\hlstd{(}\hlkwd{na.omit}\hlstd{(upsetdata),} \hlkwc{nsets} \hlstd{=} \hlnum{3}\hlstd{,} \hlkwc{matrix.color} \hlstd{=} \hlstr{"#DC267F"}\hlstd{,} +\hlkwc{main.bar.color} \hlstd{=} \hlstr{"#648FFF"}\hlstd{,} \hlkwc{sets.bar.color} \hlstd{=} \hlstr{"#FE6100"}\hlstd{)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/subsetprimates-1} +\begin{kframe}\begin{alltt} +\hlcom{###} +\hlstd{upsetdata}\hlopt{$}\hlstd{primates_dginn_young}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnyoungtmp}\hlopt{>=}\hlnum{4}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} +\hlstd{upsetdata}\hlopt{$}\hlstd{primates_dginn_full}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginnfulltmp}\hlopt{>=}\hlnum{4}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} + +\hlkwd{upset}\hlstd{(}\hlkwd{na.omit}\hlstd{(upsetdata),} \hlkwc{nsets} \hlstd{=} \hlnum{3}\hlstd{,} \hlkwc{matrix.color} \hlstd{=} \hlstr{"#DC267F"}\hlstd{,} +\hlkwc{main.bar.color} \hlstd{=} \hlstr{"#648FFF"}\hlstd{,} \hlkwc{sets.bar.color} \hlstd{=} \hlstr{"#FE6100"}\hlstd{)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/subsetprimates-2} + +\end{knitrout} + +\section{Gene List} + +Genes under positive selection for at least 4 methods. + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlstd{dginnfulltmp}\hlkwb{<-}\hlkwd{rowSums}\hlstd{(}\hlkwd{cbind}\hlstd{(tab}\hlopt{$}\hlstr{'dginn-primate_BUSTED'}\hlopt{==}\hlstr{"Y"}\hlstd{,} + \hlstd{tab}\hlopt{$}\hlstr{'dginn-primate_BppM1M2'}\hlopt{==}\hlstr{"Y"}\hlstd{,} +\hlstd{tab}\hlopt{$}\hlstr{'dginn-primate_BppM7M8'}\hlopt{==}\hlstr{"Y"}\hlstd{,} +\hlstd{tab}\hlopt{$}\hlstr{'dginn-primate_codemlM1M2'}\hlopt{==}\hlstr{"Y"}\hlstd{,} +\hlstd{tab}\hlopt{$}\hlstr{'dginn-primate_codemlM7M8'}\hlopt{==}\hlstr{"Y"}\hlstd{))} + +\hlstd{tab}\hlopt{$}\hlstd{Gene.name[dginnfulltmp}\hlopt{>=}\hlnum{4} \hlopt{&} \hlkwd{is.na}\hlstd{(dginnfulltmp)}\hlopt{==}\hlstd{F]} +\end{alltt} +\begin{verbatim} +## [1] "ACADM" "BCS1L" "BRD4" "CDK5RAP2" "CEP135" "CEP68" +## [7] "CLIP4" "DNMT1" "DPH5" "EMC1" "FYCO1" "GCC2" +## [13] "GGH" "GHITM" "GIGYF2" "GLA" "GOLGA7" "HECTD1" +## [19] "IDE" "ITGB1" "LARP1" "LARP4B" "LMAN2" "MARK1" +## [25] "MIPOL1" "MPHOSPH10" "MYCBP2" "NDUFAF2" "NDUFB9" "PCNT" +## [31] "POLA1" "PRIM2" "PRKAR2A" "PVR" "REEP6" "RIPK1" +## [37] "SAAL1" "SEPSECS" "SIRT5" "SLC25A21" "SLC27A2" "TMEM39B" +## [43] "TOR1AIP1" "TUBGCP2" "UBAP2" "UGGT2" "VPS39" "ZNF318" +\end{verbatim} +\begin{alltt} +\hlstd{tab}\hlopt{$}\hlstd{Gene.name[dginnfulltmp}\hlopt{>=}\hlnum{3} \hlopt{&} \hlkwd{is.na}\hlstd{(dginnfulltmp)}\hlopt{==}\hlstd{F]} +\end{alltt} +\begin{verbatim} +## [1] "ACADM" "ADAM9" "AP2A2" "ATE1" "BCS1L" "BRD4" +## [7] "BZW2" "CDK5RAP2" "CEP135" "CEP68" "CLIP4" "CNTRL" +## [13] "DNMT1" "DPH5" "EDEM3" "EIF4E2" "EMC1" "EXOSC2" +## [19] "FYCO1" "GCC2" "GGH" "GHITM" "GIGYF2" "GLA" +## [25] "GOLGA7" "GOLGB1" "GORASP1" "HDAC2" "HECTD1" "HS6ST2" +## [31] "IDE" "ITGB1" "LARP1" "LARP4B" "LARP7" "LMAN2" +## [37] "MARK1" "MDN1" "MIPOL1" "MOV10" "MPHOSPH10" "MRPS5" +## [43] "MYCBP2" "NAT14" "NDUFAF2" "NDUFB9" "NGLY1" "NPC2" +## [49] "PCNT" "PITRM1" "PLAT" "PLOD2" "PMPCB" "POLA1" +## [55] "POR" "PRIM2" "PRKAR2A" "PTBP2" "PVR" "RAB14" +## [61] "RAB1A" "RAB2A" "RAP1GDS1" "RBX1" "REEP6" "RIPK1" +## [67] "RPL36" "SAAL1" "SCCPDH" "SEPSECS" "SIRT5" "SLC25A21" +## [73] "SLC27A2" "STOM" "TIMM8B" "TMEM39B" "TOR1AIP1" "TRIM59" +## [79] "TRMT1" "TUBGCP2" "UBAP2" "UGGT2" "USP54" "VPS39" +## [85] "ZNF318" +\end{verbatim} +\begin{alltt} +\hlstd{tmp}\hlkwb{<-}\hlstd{tab[dginnfulltmp}\hlopt{>=}\hlnum{4} \hlopt{&} \hlkwd{is.na}\hlstd{(dginnfulltmp)}\hlopt{==}\hlstd{F,} +\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,}\hlstr{"dginn-primate_BUSTED"}\hlstd{,} \hlstr{"dginn-primate_BppM1M2"}\hlstd{,} + \hlstr{"dginn-primate_BppM7M8"}\hlstd{,}\hlstr{"dginn-primate_codemlM1M2"}\hlstd{,}\hlstr{"dginn-primate_codemlM7M8"}\hlstd{)]} + +\hlkwd{write.table}\hlstd{(tmp,} \hlstr{"geneList_DGINN_full_primate_pos4.txt"}\hlstd{,} \hlkwc{row.names}\hlstd{=F,} \hlkwc{quote}\hlstd{=F)} +\end{alltt} +\end{kframe} +\end{knitrout} + + +\section{Shiny like} + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlstd{makeFig1} \hlkwb{<-} \hlkwa{function}\hlstd{(}\hlkwc{df}\hlstd{)\{} + + \hlcom{# prepare data for colors etc} + \hlstd{colMethods} \hlkwb{<-} \hlkwd{c}\hlstd{(}\hlstr{"deepskyblue4"}\hlstd{,} \hlstr{"darkorange"} \hlstd{,} \hlstr{"deepskyblue3"} \hlstd{,} \hlstr{"mediumseagreen"} \hlstd{,} \hlstr{"yellow3"} \hlstd{,} \hlstr{"black"}\hlstd{)} + \hlstd{nameMethods} \hlkwb{<-} \hlkwd{c}\hlstd{(}\hlstr{"BUSTED"}\hlstd{,} \hlstr{"BppM1M2"}\hlstd{,} \hlstr{"BppM7M8"}\hlstd{,} \hlstr{"codemlM1M2"}\hlstd{,} \hlstr{"codemlM7M8"}\hlstd{,} \hlstr{"MEME"}\hlstd{)} + \hlstd{metColor} \hlkwb{<-} \hlkwd{data.frame}\hlstd{(}\hlkwc{Name} \hlstd{= nameMethods ,} \hlkwc{Col} \hlstd{= colMethods ,} \hlkwc{stringsAsFactors} \hlstd{=} \hlnum{FALSE}\hlstd{)} + + \hlcom{# subset for this specific figure} + \hlcom{#df <- df[df$nbY >= 1, ] # to drop genes found by 0 methods (big datasets)} + \hlstd{xt} \hlkwb{<-} \hlstd{df[,} \hlkwd{c}\hlstd{(}\hlstr{"BUSTED"}\hlstd{,} \hlstr{"BppM1M2"}\hlstd{,} \hlstr{"BppM7M8"}\hlstd{,} \hlstr{"codemlM1M2"}\hlstd{,} \hlstr{"codemlM7M8"}\hlstd{)]} + \hlstd{xt}\hlopt{$}\hlstd{Gene} \hlkwb{<-} \hlstd{df}\hlopt{$}\hlstd{Gene} + \hlstd{nbrMeth} \hlkwb{<-} \hlnum{5} + \hlcom{# reverse order of dataframe so that genes with the most Y are at the bottom (to be on top of the barplot)} + \hlstd{xt[,}\hlnum{1}\hlopt{:}\hlnum{5}\hlstd{]} \hlkwb{<-} \hlkwd{ifelse}\hlstd{(xt[,}\hlnum{1}\hlopt{:}\hlnum{5}\hlstd{]} \hlopt{==} \hlstr{"Y"}\hlstd{,} \hlnum{1}\hlstd{,} \hlnum{0}\hlstd{)} + \hlcom{# sort and Filter the 0 lines} + \hlstd{xt}\hlkwb{<-}\hlstd{xt[}\hlkwd{order}\hlstd{(}\hlkwd{rowSums}\hlstd{(xt[,}\hlnum{1}\hlopt{:}\hlnum{5}\hlstd{])),]} + \hlstd{xt}\hlkwb{<-}\hlstd{xt[}\hlkwd{rowSums}\hlstd{(xt[,}\hlnum{1}\hlopt{:}\hlnum{5}\hlstd{])}\hlopt{>}\hlnum{2}\hlstd{,]} + + \hlkwd{row.names}\hlstd{(xt)}\hlkwb{<-}\hlstd{xt}\hlopt{$}\hlstd{Gene} + \hlstd{xt}\hlkwb{<-}\hlstd{xt[,}\hlnum{1}\hlopt{:}\hlnum{5}\hlstd{]} + + \hlstd{colFig1} \hlkwb{<-} \hlstd{metColor[}\hlkwd{which}\hlstd{(metColor}\hlopt{$}\hlstd{Name} \hlopt{%in%} \hlkwd{colnames}\hlstd{(xt)) , ]} + + \hlcom{##### PART 1 : NUMBER OF METHODS} + \hlkwd{par}\hlstd{(}\hlkwc{xpd} \hlstd{=} \hlnum{NA} \hlstd{,} \hlkwc{mar}\hlstd{=}\hlkwd{c}\hlstd{(}\hlnum{2}\hlstd{,}\hlnum{7}\hlstd{,}\hlnum{4}\hlstd{,}\hlnum{0}\hlstd{) ,} \hlkwc{oma} \hlstd{=} \hlkwd{c}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{0}\hlstd{,}\hlnum{0}\hlstd{,}\hlnum{0}\hlstd{) ,} \hlkwc{mgp} \hlstd{=} \hlkwd{c}\hlstd{(}\hlnum{3}\hlstd{,}\hlnum{0.3}\hlstd{,}\hlnum{0}\hlstd{))} + + \hlstd{h} \hlkwb{=} \hlkwd{barplot}\hlstd{(} + \hlkwd{t}\hlstd{(xt),} + \hlkwc{border} \hlstd{=} \hlnum{NA} \hlstd{,} + \hlkwc{axes} \hlstd{= F ,} + \hlkwc{col} \hlstd{=} \hlkwd{adjustcolor}\hlstd{(colFig1}\hlopt{$}\hlstd{Col,} \hlkwc{alpha.f} \hlstd{=} \hlnum{1}\hlstd{),} + \hlkwc{horiz} \hlstd{= T ,} + \hlkwc{las} \hlstd{=} \hlnum{2} \hlstd{,} + \hlkwc{main} \hlstd{=} \hlstr{"Methods detecting positive selection"} \hlstd{,} + \hlkwc{cex.main} \hlstd{=} \hlnum{0.85}\hlstd{,} + \hlkwc{cex.names} \hlstd{=} \hlkwd{min}\hlstd{(}\hlnum{50}\hlopt{/}\hlkwd{nrow}\hlstd{(xt),} \hlnum{1.5}\hlstd{)} + \hlstd{)} + + \hlkwd{axis}\hlstd{(}\hlnum{3}\hlstd{,} \hlkwc{line} \hlstd{=} \hlnum{0}\hlstd{,} \hlkwc{at} \hlstd{=} \hlkwd{c}\hlstd{(}\hlnum{0}\hlopt{:}\hlstd{nbrMeth),} \hlkwc{label} \hlstd{=} \hlkwd{c}\hlstd{(}\hlstr{"0"}\hlstd{,} \hlkwd{rep}\hlstd{(}\hlstr{""}\hlstd{, nbrMeth} \hlopt{-}\hlnum{1}\hlstd{), nbrMeth),} \hlkwc{tck} \hlstd{=} \hlnum{0.02}\hlstd{)} + + \hlkwd{legend}\hlstd{(}\hlstr{"bottomleft"}\hlstd{,} + \hlkwc{horiz} \hlstd{= T,} + \hlkwc{border} \hlstd{= colFig1}\hlopt{$}\hlstd{Col,} + \hlkwc{legend} \hlstd{= colFig1}\hlopt{$}\hlstd{Name,} + \hlkwc{fill} \hlstd{= colFig1}\hlopt{$}\hlstd{Col,} + \hlkwc{cex} \hlstd{=} \hlnum{0.8}\hlstd{,} + \hlkwc{bty} \hlstd{=} \hlstr{"n"}\hlstd{,} + \hlkwc{xpd} \hlstd{=} \hlnum{NA} + \hlstd{)} +\hlstd{\}} + + +\hlstd{df}\hlkwb{<-}\hlkwd{read.delim}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,} +\hlstr{"/data/DGINN_202005281649summary_cleaned.csv"}\hlstd{),} + \hlkwc{fill}\hlstd{=T,} \hlkwc{h}\hlstd{=T,} \hlkwc{sep}\hlstd{=}\hlstr{","}\hlstd{)} + + +\hlkwd{makeFig1}\hlstd{(df)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/shiny-1} + +\end{knitrout} + +\end{document} + -- GitLab