From 4156bc2187245e055bd4f4c3b954e536bf2293ff Mon Sep 17 00:00:00 2001 From: your name <your mail> Date: Mon, 11 Jan 2021 10:14:04 +0100 Subject: [PATCH] script for bats --- covid_comp_bats.Rnw | 113 ++++++++++++++++++++++++ covid_comp_bats.pdf | Bin 0 -> 134458 bytes covid_comp_bats.tex | 207 ++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 320 insertions(+) create mode 100644 covid_comp_bats.Rnw create mode 100644 covid_comp_bats.pdf create mode 100644 covid_comp_bats.tex diff --git a/covid_comp_bats.Rnw b/covid_comp_bats.Rnw new file mode 100644 index 0000000..08b9a62 --- /dev/null +++ b/covid_comp_bats.Rnw @@ -0,0 +1,113 @@ +\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{janvier 2021} % Activate to display a given date or no date + +\begin{document} +\maketitle + +\tableofcontents + +\newpage + +\section{Data} + +Analysis were formatted by the script covid\_comp\_script0\_table.Rnw. + +<<>>= +workdir<-"/home/adminmarie/Documents/CIRI_BIBS_projects/2020_05_Etienne_covid/" + +tab<-read.delim(paste0(workdir, + "covid_comp/covid_comp_complete.txt"), h=T, sep="\t") +dim(tab) +@ + +\section{Comparison Bats} + +\subsection{Cooper-bats results VS DGINN-bats results} + +<<omegaM7M8bats>>= + +plot(tab$cooper.batsAverage_dNdS, as.numeric(as.character(tab$bats_omegaM0codeml)), + xlab="Omega Cooper-bats", ylab="Omega DGINN-bats") +abline(0,1) +@ + +\subsection{Cooper-bats VS Hawkins-bats and DGINN-bats VS Hawkins-bats} + +\textit{I don't think we have the omega values} + +\section{Overlap} + +\subsection{Data} + +<<subbats>>= +tmp<-na.omit(tab[,c("Gene.name", "bats_codemlM7M8.p.value", "hawkins_Positive.Selection..M8vM8a.p.value", "cooper.batsM7.M8_p_value", "bats_BUSTED", "bats_BppM1M2", "bats_BppM7M8", "bats_codemlM1M2", "bats_codemlM7M8")]) + +tmp$bats_codemlM7M8.p.value<-as.numeric(as.character(tmp$bats_codemlM7M8.p.value)) +dim(tmp) +@ + +174 genes (present in the 3 experiments) + +\subsection{Mondrian} + +<<mondrianbats>>= +library(Mondrian) + +monddata<-as.data.frame(tmp$Gene.name) +monddata$bats_hawkins<-ifelse(tmp$hawkins_Positive.Selection..M8vM8a.p.value<0.05, 1, 0) +monddata$bats_cooper<-ifelse(tmp$cooper.batsM7.M8_p_value<0.05, 1, 0) + + +dginntmp<-rowSums(cbind(tmp$bats_codemlM1M2=="Y", tmp$bats_codemlM7M8=="Y", +tmp$bats_BppM1M2=="Y", tmp$bats_BppM7M8=="Y", tmp$bats_BUSTED=="Y")) + +monddata$bats_dginn<-ifelse(dginntmp>=3, 1,0) +mondrian(monddata[,2:4], labels=c("DGINN >=3", "hawkins", "Cooper")) + +monddata$bats_dginn<-ifelse(dginntmp>=4, 1,0) +mondrian(monddata[,2:4], labels=c("DGINN >=4", "hawkins", "Cooper")) +@ + +\subsection{subsetR} + +<<subsetbats>>= +library(UpSetR) +upsetdata<-as.data.frame(tmp$Gene.name) + +upsetdata$bats_hawkins<-ifelse(tmp$hawkins_Positive.Selection..M8vM8a.p.value<0.05, 1, 0) +upsetdata$bats_cooper<-ifelse(tmp$cooper.batsM7.M8_p_value<0.05, 1, 0) + +upsetdata$bats_dginn<-ifelse(dginntmp>=3, 1,0) + +upset(upsetdata, nsets = 3, matrix.color = "#DC267F", +main.bar.color = "#648FFF", sets.bar.color = "#FE6100") + +upsetdata$bats_dginn<-ifelse(dginntmp>=4, 1,0) + +upset(upsetdata, nsets = 3, matrix.color = "#DC267F", +main.bar.color = "#648FFF", sets.bar.color = "#FE6100") + +@ + + + + + +\end{document} + diff --git a/covid_comp_bats.pdf b/covid_comp_bats.pdf new file mode 100644 index 0000000000000000000000000000000000000000..6a94749512a2dd3398e2d43fe5a4e2ae8ac14fd0 GIT binary patch literal 134458 zcmeFab#NR@n(i%TMvJT#Gc(I#W@c(JGc%I~mL*waF_Xp2%*-r{nOWE8%<Q+b-<cab z8+T&=az}JWXH`~3RYz9llfU<Qv&j@h#ORpl+2F_~XZsf6SOAOwJ0nXtUS2o`8KAA1 zvpIl`oel7}7aW6_g|#!#5x^j3ZRiXX0UFzx0O9!g;hdZufrd74?#pXxvQ9IMC~f=d z2b2?lY+av4{%H)j(OO2?Q0c8rc1uQx7Gs{ni*rp)xo;-sPB4rFa#qsMcWpjeeTvrO z7(95z;@d;cH&=+9P{krup|W;38Wb#Aj?_t5@v>$ok$y6hm(6r7j+mL=#I-`}Paz$L z!_ASE$DH@7V5<$6<z-+w*Rr3A=XmMYlh+n@M{fAg)e7R60{~8g#7nz#KSiRCLA1A` zU>b}4RxxFlY#VKbA^2$oXeQe)<H>BXRI4ABzS<akzf*!zS<^aM5hhC-!XcAFM8TOT zc0P!ZiaxB?yIWS+Gne=l-@nInsr`wUN<XPR;;;yX7!fTdez`GI%zucq0D?o#a`|}6 zIH59NG~5s+90#1tDM?tcB*1|Y94$WgXQ8M%DHw|l-GE-kvT7)kUF)fG!K36SS};_= 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+\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{janvier 2021} % Activate to display a given date or no date +\IfFileExists{upquote.sty}{\usepackage{upquote}}{} +\begin{document} +\maketitle + +\tableofcontents + +\newpage + +\section{Data} + +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{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] 333 161 +\end{verbatim} +\end{kframe} +\end{knitrout} + +\section{Comparison Bats} + +\subsection{Cooper-bats results VS DGINN-bats results} + +\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,} \hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tab}\hlopt{$}\hlstd{bats_omegaM0codeml)),} + \hlkwc{xlab}\hlstd{=}\hlstr{"Omega Cooper-bats"}\hlstd{,} \hlkwc{ylab}\hlstd{=}\hlstr{"Omega DGINN-bats"}\hlstd{)} +\end{alltt} + + +{\ttfamily\noindent\color{warningcolor}{\#\# Warning in xy.coords(x, y, xlabel, ylabel, log): NAs introduits lors de la conversion automatique}}\begin{alltt} +\hlkwd{abline}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{1}\hlstd{)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/omegaM7M8bats-1} + +\end{knitrout} + +\subsection{Cooper-bats VS Hawkins-bats and DGINN-bats VS Hawkins-bats} + +\textit{I don't think we have the omega values} + +\section{Overlap} + +\subsection{Data} + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlstd{tmp}\hlkwb{<-}\hlkwd{na.omit}\hlstd{(tab[,}\hlkwd{c}\hlstd{(}\hlstr{"Gene.name"}\hlstd{,} \hlstr{"bats_codemlM7M8.p.value"}\hlstd{,} \hlstr{"hawkins_Positive.Selection..M8vM8a.p.value"}\hlstd{,} \hlstr{"cooper.batsM7.M8_p_value"}\hlstd{,} \hlstr{"bats_BUSTED"}\hlstd{,} \hlstr{"bats_BppM1M2"}\hlstd{,} \hlstr{"bats_BppM7M8"}\hlstd{,} \hlstr{"bats_codemlM1M2"}\hlstd{,} \hlstr{"bats_codemlM7M8"}\hlstd{)])} + +\hlstd{tmp}\hlopt{$}\hlstd{bats_codemlM7M8.p.value}\hlkwb{<-}\hlkwd{as.numeric}\hlstd{(}\hlkwd{as.character}\hlstd{(tmp}\hlopt{$}\hlstd{bats_codemlM7M8.p.value))} +\end{alltt} + + +{\ttfamily\noindent\color{warningcolor}{\#\# Warning: NAs introduits lors de la conversion automatique}}\begin{alltt} +\hlkwd{dim}\hlstd{(tmp)} +\end{alltt} +\begin{verbatim} +## [1] 174 9 +\end{verbatim} +\end{kframe} +\end{knitrout} + +174 genes (present in the 3 experiments) + +\subsection{Mondrian} + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlkwd{library}\hlstd{(Mondrian)} + +\hlstd{monddata}\hlkwb{<-}\hlkwd{as.data.frame}\hlstd{(tmp}\hlopt{$}\hlstd{Gene.name)} +\hlstd{monddata}\hlopt{$}\hlstd{bats_hawkins}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(tmp}\hlopt{$}\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{)} + + +\hlstd{dginntmp}\hlkwb{<-}\hlkwd{rowSums}\hlstd{(}\hlkwd{cbind}\hlstd{(tmp}\hlopt{$}\hlstd{bats_codemlM1M2}\hlopt{==}\hlstr{"Y"}\hlstd{, tmp}\hlopt{$}\hlstd{bats_codemlM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{,} +\hlstd{tmp}\hlopt{$}\hlstd{bats_BppM1M2}\hlopt{==}\hlstr{"Y"}\hlstd{, tmp}\hlopt{$}\hlstd{bats_BppM7M8}\hlopt{==}\hlstr{"Y"}\hlstd{, tmp}\hlopt{$}\hlstd{bats_BUSTED}\hlopt{==}\hlstr{"Y"}\hlstd{))} + +\hlstd{monddata}\hlopt{$}\hlstd{bats_dginn}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginntmp}\hlopt{>=}\hlnum{3}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} +\hlkwd{mondrian}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{],} \hlkwc{labels}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"DGINN >=3"}\hlstd{,} \hlstr{"hawkins"}\hlstd{,} \hlstr{"Cooper"}\hlstd{))} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/mondrianbats-1} +\begin{kframe}\begin{alltt} +\hlstd{monddata}\hlopt{$}\hlstd{bats_dginn}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginntmp}\hlopt{>=}\hlnum{4}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} +\hlkwd{mondrian}\hlstd{(monddata[,}\hlnum{2}\hlopt{:}\hlnum{4}\hlstd{],} \hlkwc{labels}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"DGINN >=4"}\hlstd{,} \hlstr{"hawkins"}\hlstd{,} \hlstr{"Cooper"}\hlstd{))} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/mondrianbats-2} + +\end{knitrout} + +\subsection{subsetR} + +\begin{knitrout} +\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe} +\begin{alltt} +\hlkwd{library}\hlstd{(UpSetR)} +\hlstd{upsetdata}\hlkwb{<-}\hlkwd{as.data.frame}\hlstd{(tmp}\hlopt{$}\hlstd{Gene.name)} + +\hlstd{upsetdata}\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{upsetdata}\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{)} + +\hlstd{upsetdata}\hlopt{$}\hlstd{bats_dginn}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginntmp}\hlopt{>=}\hlnum{3}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} + +\hlkwd{upset}\hlstd{(upsetdata,} \hlkwc{nsets} \hlstd{=} \hlnum{3}\hlstd{,} \hlkwc{matrix.color} \hlstd{=} \hlstr{"#DC267F"}\hlstd{,} +\hlkwc{main.bar.color} \hlstd{=} \hlstr{"#648FFF"}\hlstd{,} \hlkwc{sets.bar.color} \hlstd{=} \hlstr{"#FE6100"}\hlstd{)} +\end{alltt} +\end{kframe} +\includegraphics[width=\maxwidth]{figure/subsetbats-1} +\begin{kframe}\begin{alltt} +\hlstd{upsetdata}\hlopt{$}\hlstd{bats_dginn}\hlkwb{<-}\hlkwd{ifelse}\hlstd{(dginntmp}\hlopt{>=}\hlnum{4}\hlstd{,} \hlnum{1}\hlstd{,}\hlnum{0}\hlstd{)} + +\hlkwd{upset}\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/subsetbats-2} + +\end{knitrout} + + + + + +\end{document} + -- GitLab