From 77f559a15d086257c434104cbbe8851811f2c559 Mon Sep 17 00:00:00 2001
From: mcariou <115-mcariou@users.noreply.gitbio.ens-lyon.fr>
Date: Fri, 2 Apr 2021 18:21:46 +0200
Subject: [PATCH] add test : are PS genes enriched in pancorona

---
 covid_comp_maic-pancorona.Rnw |  23 +++++
 covid_comp_maic-pancorona.pdf | Bin 134317 -> 138900 bytes
 covid_comp_maic-pancorona.tex |  92 ++++++++++++++++++++
 covid_comp_maic.pdf           | Bin 122257 -> 134325 bytes
 covid_comp_maic.tex           | 157 +++++++++++++++++++++++-----------
 figure/boxplot-1.pdf          | Bin 11352 -> 11355 bytes
 figure/dotbats-1.pdf          | Bin 6119 -> 6119 bytes
 figure/dotprimates-1.pdf      | Bin 7901 -> 7901 bytes
 figure/pancorona-1.pdf        | Bin 6458 -> 6458 bytes
 9 files changed, 220 insertions(+), 52 deletions(-)

diff --git a/covid_comp_maic-pancorona.Rnw b/covid_comp_maic-pancorona.Rnw
index a324d63..063abe2 100644
--- a/covid_comp_maic-pancorona.Rnw
+++ b/covid_comp_maic-pancorona.Rnw
@@ -119,6 +119,29 @@ points(pandginn[,3], 1:nrow(pandginn), col="blue", pch=4)
 legend("bottomright", c("pancorona score", "dginn primate score", "dginn bats score"), pch=c(1,20,4), col=c("black", "blue", "blue"))
 @
 
+A-t-on un enrichissement en Pan-corona dans nos gènes sous PS?
+
+<<>>=
+pandginnall<-merge(pancorona, tablo, by="tmp.Gene.name", all.x=FALSE,all.y=TRUE)
+
+dim(pandginnall)
+
+# test indépendance: under PS / in the pancorona list
+table(is.na(pandginnall$TOTAL)==FALSE)
+table(pandginnall$nbats>=3)
+chi<-table(is.na(pandginnall$TOTAL)==FALSE,pandginnall$nbats>=3)
+chi
+chisq.test(chi)
+
+table(is.na(pandginnall$TOTAL)==FALSE)
+table(pandginnall$nprimates>=3)
+chi<-table(is.na(pandginnall$TOTAL)==FALSE,pandginnall$nprimates>=3)
+chi
+chisq.test(chi)
+@
+
+No enrichment in PanCORONA in our genes under PS.
+
 \end{document}
 
 
diff --git a/covid_comp_maic-pancorona.pdf b/covid_comp_maic-pancorona.pdf
index 7efa155061a781d5423990851afcb58955967834..1f42f082632627b4809f8f69887e1b0404242b32 100644
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diff --git a/covid_comp_maic-pancorona.tex b/covid_comp_maic-pancorona.tex
index 6951a22..49d5586 100644
--- a/covid_comp_maic-pancorona.tex
+++ b/covid_comp_maic-pancorona.tex
@@ -285,6 +285,98 @@ Output MAIC formatted by Léa. This table includes the DGINN "score".
 
 \end{knitrout}
 
+A-t-on un enrichissement en Pan-corona dans nos gènes sous PS?
+
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlstd{pandginnall}\hlkwb{<-}\hlkwd{merge}\hlstd{(pancorona, tablo,} \hlkwc{by}\hlstd{=}\hlstr{"tmp.Gene.name"}\hlstd{,} \hlkwc{all.x}\hlstd{=}\hlnum{FALSE}\hlstd{,}\hlkwc{all.y}\hlstd{=}\hlnum{TRUE}\hlstd{)}
+
+\hlkwd{dim}\hlstd{(pandginnall)}
+\end{alltt}
+\begin{verbatim}
+## [1] 324   4
+\end{verbatim}
+\begin{alltt}
+\hlcom{# test indépendance: under PS / in the pancorona list}
+\hlkwd{table}\hlstd{(}\hlkwd{is.na}\hlstd{(pandginnall}\hlopt{$}\hlstd{TOTAL)}\hlopt{==}\hlnum{FALSE}\hlstd{)}
+\end{alltt}
+\begin{verbatim}
+## 
+## FALSE  TRUE 
+##   289    35
+\end{verbatim}
+\begin{alltt}
+\hlkwd{table}\hlstd{(pandginnall}\hlopt{$}\hlstd{nbats}\hlopt{>=}\hlnum{3}\hlstd{)}
+\end{alltt}
+\begin{verbatim}
+## 
+## FALSE  TRUE 
+##   286    38
+\end{verbatim}
+\begin{alltt}
+\hlstd{chi}\hlkwb{<-}\hlkwd{table}\hlstd{(}\hlkwd{is.na}\hlstd{(pandginnall}\hlopt{$}\hlstd{TOTAL)}\hlopt{==}\hlnum{FALSE}\hlstd{,pandginnall}\hlopt{$}\hlstd{nbats}\hlopt{>=}\hlnum{3}\hlstd{)}
+\hlstd{chi}
+\end{alltt}
+\begin{verbatim}
+##        
+##         FALSE TRUE
+##   FALSE   255   34
+##   TRUE     31    4
+\end{verbatim}
+\begin{alltt}
+\hlkwd{chisq.test}\hlstd{(chi)}
+\end{alltt}
+
+
+{\ttfamily\noindent\color{warningcolor}{\#\# Warning in chisq.test(chi): Chi-squared approximation may be incorrect}}\begin{verbatim}
+## 
+## 	Pearson's Chi-squared test with Yates' continuity correction
+## 
+## data:  chi
+## X-squared = 7.6869e-31, df = 1, p-value = 1
+\end{verbatim}
+\begin{alltt}
+\hlkwd{table}\hlstd{(}\hlkwd{is.na}\hlstd{(pandginnall}\hlopt{$}\hlstd{TOTAL)}\hlopt{==}\hlnum{FALSE}\hlstd{)}
+\end{alltt}
+\begin{verbatim}
+## 
+## FALSE  TRUE 
+##   289    35
+\end{verbatim}
+\begin{alltt}
+\hlkwd{table}\hlstd{(pandginnall}\hlopt{$}\hlstd{nprimates}\hlopt{>=}\hlnum{3}\hlstd{)}
+\end{alltt}
+\begin{verbatim}
+## 
+## FALSE  TRUE 
+##   236    88
+\end{verbatim}
+\begin{alltt}
+\hlstd{chi}\hlkwb{<-}\hlkwd{table}\hlstd{(}\hlkwd{is.na}\hlstd{(pandginnall}\hlopt{$}\hlstd{TOTAL)}\hlopt{==}\hlnum{FALSE}\hlstd{,pandginnall}\hlopt{$}\hlstd{nprimates}\hlopt{>=}\hlnum{3}\hlstd{)}
+\hlstd{chi}
+\end{alltt}
+\begin{verbatim}
+##        
+##         FALSE TRUE
+##   FALSE   212   77
+##   TRUE     24   11
+\end{verbatim}
+\begin{alltt}
+\hlkwd{chisq.test}\hlstd{(chi)}
+\end{alltt}
+\begin{verbatim}
+## 
+## 	Pearson's Chi-squared test with Yates' continuity correction
+## 
+## data:  chi
+## X-squared = 0.15992, df = 1, p-value = 0.6892
+\end{verbatim}
+\end{kframe}
+\end{knitrout}
+
+No enrichment in PanCORONA in our genes under PS.
+
 \end{document}
 
 
diff --git a/covid_comp_maic.pdf b/covid_comp_maic.pdf
index 6c796ce9abad24172b8eaa481340255c34927ec4..91ca949bacb637cb355cdcfb9b894f900cee788c 100644
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B?Ee4&

diff --git a/covid_comp_maic.tex b/covid_comp_maic.tex
index db9676a..6951a22 100644
--- a/covid_comp_maic.tex
+++ b/covid_comp_maic.tex
@@ -167,70 +167,123 @@ Output MAIC formatted by Léa. This table includes the DGINN "score".
 
 \end{knitrout}
 
-\section{Tanglegram}
+\section{Pan Corona}
 
 \begin{knitrout}
 \definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
 \begin{alltt}
-\hlcom{#install.packages('dendextend') # stable CRAN version}
-\hlkwd{library}\hlstd{(dendextend)} \hlcom{# load the package}
-\hlcom{#install.packages("phytools") # stable CRAN version}
-\hlkwd{library}\hlstd{(phytools)} \hlcom{# load the package}
-\hlkwd{library}\hlstd{(ggraph)}
-\hlkwd{library}\hlstd{(igraph)}
-\hlkwd{library}\hlstd{(tidyverse)}
+\hlstd{pancorona}\hlkwb{<-}\hlkwd{read.table}\hlstd{(}\hlkwd{paste0}\hlstd{(workdir,} \hlstr{"data/pancorona_S5.csv"}\hlstd{),}
+                 \hlkwc{h}\hlstd{=T,} \hlkwc{fill} \hlstd{=} \hlnum{TRUE}\hlstd{,} \hlkwc{sep}\hlstd{=}\hlstr{"\textbackslash{}t"}\hlstd{)}
+\hlkwd{names}\hlstd{(pancorona)}\hlkwb{<-}\hlkwd{c}\hlstd{(}\hlstr{"tmp.Gene.name"}\hlstd{,} \hlkwd{names}\hlstd{(pancorona)[}\hlopt{-}\hlnum{1}\hlstd{])}
 
-\hlcom{##}
-\hlstd{tmp}\hlkwb{<-}\hlstd{tablo[(tablo}\hlopt{$}\hlstd{nbats}\hlopt{!=}\hlnum{0} \hlopt{|} \hlstd{tablo}\hlopt{$}\hlstd{nprimates}\hlopt{!=}\hlnum{0}\hlstd{),]}
-\hlstd{tmp}\hlkwb{<-}\hlkwd{head}\hlstd{(tablo,} \hlnum{20}\hlstd{)}
-\hlcom{#tmp<-rbind(as.matrix(tmp), c("outgroup", 50, 50))}
-\hlstd{tmp}\hlkwb{<-}\hlkwd{as.data.frame}\hlstd{(tmp)}
-\hlstd{matbats}\hlkwb{<-}\hlkwd{hclust}\hlstd{(}\hlkwd{dist}\hlstd{(tmp}\hlopt{$}\hlstd{nbats))}
-\hlstd{matpri}\hlkwb{<-}\hlkwd{hclust}\hlstd{(}\hlkwd{dist}\hlstd{(tmp}\hlopt{$}\hlstd{nprimates))}
-
-
-\hlstd{tmp[}\hlkwd{order}\hlstd{(tmp}\hlopt{$}\hlstd{nbats),]}
-
-\hlstd{dendpri}\hlkwb{<-}\hlkwd{as.dendrogram}\hlstd{(matpri)}
-\hlstd{dendbats}\hlkwb{<-}\hlkwd{as.dendrogram}\hlstd{(matbats)}
-
-\hlkwd{labels}\hlstd{(dendpri)}\hlkwb{<-}\hlkwd{as.character}\hlstd{(tmp}\hlopt{$}\hlstd{`tmp$Gene.name`[}\hlkwd{labels}\hlstd{(dendpri)])}
-\hlkwd{labels}\hlstd{(dendbats)}\hlkwb{<-}\hlkwd{as.character}\hlstd{(tmp}\hlopt{$}\hlstd{`tmp$Gene.name`[}\hlkwd{labels}\hlstd{(dendbats)])}
-
-
-\hlstd{tmp[}\hlkwd{order}\hlstd{(tmp}\hlopt{$}\hlstd{nprimates,} \hlkwc{decreasing}\hlstd{=}\hlnum{FALSE}\hlstd{),]}\hlopt{$}\hlstr{'tmp$Gene.name'}\hlkwb{->} \hlstd{order}
-\hlstd{dendpri}\hlkwb{<-}\hlstd{dendextend}\hlopt{::}\hlkwd{rotate}\hlstd{(dendpri,} \hlkwc{order}\hlstd{=order)}
-
-\hlstd{tmp[}\hlkwd{order}\hlstd{(tmp}\hlopt{$}\hlstd{nbats,} \hlkwc{decreasing}\hlstd{=}\hlnum{FALSE}\hlstd{),]}\hlopt{$}\hlstr{'tmp$Gene.name'}\hlkwb{->} \hlstd{order}
-\hlstd{dendbats}\hlkwb{<-}\hlstd{dendextend}\hlopt{::}\hlkwd{rotate}\hlstd{(dendbats,} \hlkwc{order}\hlstd{=order)}
-
-\hlcom{#### Il faut swapper certains neuds de l'arbres}
-
-
-\hlkwd{class}\hlstd{(}\hlkwd{labels}\hlstd{(dendpri))}
+\hlcom{# Genes en commun}
+\hlstd{pancorona}\hlopt{$}\hlstd{tmp.Gene.name[pancorona}\hlopt{$}\hlstd{tmp.Gene.name} \hlopt{%in%} \hlstd{tablo}\hlopt{$}\hlstd{tmp.Gene.name]}
+\end{alltt}
+\begin{verbatim}
+##  [1] TBK1    MARK3   GIGYF2  MARK2   G3BP1   LARP1   ACE2    PABPC1 
+##  [9] TMPRSS2 AP3B1   CLCC1   CSDE1   HECTD1  MARK1   MEPCE   PDE4DIP
+## [17] POR     PRKAR2B RAB5C   RTN4    SRP54   UBAP2   UBAP2L  UBXN8  
+## [25] SPART   BZW2    EIF4E2  SMOC1   STOML2  DDX21   FAM98A  G3BP2  
+## [33] MOV10   PABPC4  UPF1   
+## 105 Levels: ACE2 ANPEP AP3B1 ATXN2L BTF3 BZW2 CKAP5 CLCC1 ... YTHDF2
+\end{verbatim}
+\begin{alltt}
+\hlcom{# Uniquement dans le tableau pancorona}
+\hlkwd{sort}\hlstd{(pancorona}\hlopt{$}\hlstd{tmp.Gene.name[(pancorona}\hlopt{$}\hlstd{tmp.Gene.name} \hlopt{%in%} \hlstd{tablo}\hlopt{$}\hlstd{tmp.Gene.name)}\hlopt{==}\hlnum{FALSE}\hlstd{])}
+\end{alltt}
+\begin{verbatim}
+##  [1] ANPEP     ATXN2L    BTF3      CKAP5     CTSB      CTSL     
+##  [7] CYB5R3    DDX1      DDX5      DDX58     DHX9      DNM1L    
+## [13] EEF1A1    EIF2A     EIF3F     EIF4B     EZR       FLNA     
+## [19] FURIN     FUS       GSK3A     GSK3B     HDLBP     HNRNPA1  
+## [25] HNRNPD    HNRNPF    HNRNPU    IFIH1     IGF2BP1   IKBKB    
+## [31] IKBKE     IRF3      ISG15     KPNA3     KPNB1     MYH9     
+## [37] NCL       POLD1     POLR2B    PRKRA     RBM14     RCHY1    
+## [43] RPL13A    RPL26     RPS13     RPS17     RPS19     RPS9     
+## [49] SDCBP     SERBP1    SGTA      SLC1A5    SNAP47    SSB      
+## [55] STING1    SYNCRIP   TANC1     TBCB      TMPRSS11D TRAF3    
+## [61] TUBA4A    TUBB2A    TUBB4A    TUBB6     USP10     VPS36    
+## [67] XRCC5     XRCC6     YBX1      YTHDF2   
+## 105 Levels: ACE2 ANPEP AP3B1 ATXN2L BTF3 BZW2 CKAP5 CLCC1 ... YTHDF2
+\end{verbatim}
+\begin{alltt}
+\hlcom{## Uniquement dans tableau }
+\hlkwd{sort}\hlstd{(tablo}\hlopt{$}\hlstd{tmp.Gene.name[(tablo}\hlopt{$}\hlstd{tmp.Gene.name} \hlopt{%in%} \hlstd{pancorona}\hlopt{$}\hlstd{tmp.Gene.name)}\hlopt{==}\hlnum{FALSE}\hlstd{])}
+\end{alltt}
+\begin{verbatim}
+##   [1] AAR2      AASS      AATF      ABCC1     ACAD9     ACADM    
+##   [7] ACSL3     ADAM9     ADAMTS1   AGPS      AKAP8     AKAP8L   
+##  [13] AKAP9     ALG11     ALG5      ALG8      ANO6      AP2A2    
+##  [19] AP2M1     ARF6      ATE1      ATP13A3   ATP1B1    ATP6AP1  
+##  [25] ATP6V1A   BAG5      BCKDK     BRD2      BRD4      CCDC86   
+##  [31] CDK5RAP2  CENPF     CEP112    CEP135    CEP250    CEP350   
+##  [37] CEP68     CHMP2A    CHPF      CHPF2     CISD3     CIT      
+##  [43] CLIP4     CNTRL     COL6A1    COLGALT1  COMT      COQ8B    
+##  [49] CRTC3     CSNK2A2   CSNK2B    CUL2      CWC27     CYB5B    
+##  [55] DCAF7     DCAKD     DCTPP1    DDX10     DNAJC11   DNAJC19  
+##  [61] DNMT1     DPH5      DPY19L1   ECSIT     EDEM3     EIF4H    
+##  [67] ELOC      EMC1      ERC1      ERGIC1    ERLEC1    ERMP1    
+##  [73] ERO1B     ERP44     ETFA      EXOSC2    EXOSC3    EXOSC5   
+##  [79] EXOSC8    F2RL1     FAM162A   FAM8A1    FAR2      FASTKD5  
+##  [85] FBLN5     FBN1      FBN2      FBXL12    FKBP10    FKBP15   
+##  [91] FKBP7     FOXRED2   FYCO1     GCC1      GCC2      GDF15    
+##  [97] GFER      GGCX      GGH       GHITM     GLA       GNB1     
+## [103] GNG5      GOLGA2    GOLGA3    GOLGA7    GOLGB1    GORASP1  
+## [109] GPAA1     GPX1      GRIPAP1   GRPEL1    GTF2F2    HDAC2    
+## [115] HEATR3    HMOX1     HOOK1     HS2ST1    HS6ST2    HSBP1    
+## [121] HYOU1     IDE       IL17RA    IMPDH2    INHBE     INTS4    
+## [127] ITGB1     JAKMIP1   KDELC1    KDELC2    LARP4B    LARP7    
+## [133] LMAN2     LOX       MAP7D1    MARC1     MAT2B     MDN1     
+## [139] MIB1      MIPOL1    MOGS      MPHOSPH10 MRPS2     MRPS25   
+## [145] MRPS27    MRPS5     MTCH1     MYCBP2    NARS2     NAT14    
+## [151] NDFIP2    NDUFAF1   NDUFAF2   NDUFB9    NEK9      NEU1     
+## [157] NGDN      NGLY1     NIN       NINL      NLRX1     NOL10    
+## [163] NPC2      NPTX1     NSD2      NUP210    NUP214    NUP54    
+## [169] NUP58     NUP62     NUP88     NUP98     NUTF2     OS9      
+## [175] PCNT      PCSK5     PCSK6     PDZD11    PIGO      PIGS     
+## [181] PITRM1    PKP2      PLAT      PLD3      PLEKHA5   PLEKHF2  
+## [187] PLOD2     PMPCA     PMPCB     POFUT1    POLA1     POLA2    
+## [193] PPIL3     PPT1      PRIM1     PRIM2     PRKACA    PRKAR2A  
+## [199] PRRC2B    PSMD8     PTBP2     PTGES2    PUSL1     PVR      
+## [205] QSOX2     RAB10     RAB14     RAB18     RAB1A     RAB2A    
+## [211] RAB7A     RAB8A     RAE1      RALA      RAP1GDS1  RBM28    
+## [217] RBM41     RBX1      RDX       REEP5     REEP6     RETREG3  
+## [223] RHOA      RIPK1     RNF41     RPL36     RRP9      SAAL1    
+## [229] SBNO1     SCAP      SCARB1    SCCPDH    SDF2      SELENOS  
+## [235] SEPSECS   SIL1      SIRT5     SLC25A21  SLC27A2   SLC30A6  
+## [241] SLC30A7   SLC30A9   SLC44A2   SLC9A3R1  SLU7      SNIP1    
+## [247] SRP19     SRP72     STC2      STOM      SUN2      TAPT1    
+## [253] TARS2     TBCA      TBKBP1    TCF12     THTPA     TIMM10   
+## [259] TIMM10B   TIMM29    TIMM8B    TIMM9     TLE1      TLE3     
+## [265] TM2D3     TMED5     TMEM39B   TMEM97    TOMM70    TOR1A    
+## [271] TOR1AIP1  TRIM59    TRMT1     TUBGCP2   TUBGCP3   TYSND1   
+## [277] UGGT2     USP54     VPS11     VPS39     WASHC4    WFS1     
+## [283] YIF1A     ZC3H18    ZC3H7A    ZDHHC5    ZNF318    ZNF503   
+## [289] ZYG11B   
+## 324 Levels: AAR2 AASS AATF ABCC1 ACAD9 ACADM ACE2 ACSL3 ... ZYG11B
+\end{verbatim}
+\end{kframe}
+\end{knitrout}
 
-\hlstd{dend12} \hlkwb{<-} \hlkwd{dendlist}\hlstd{(dendbats, dendpri)}
+\begin{knitrout}
+\definecolor{shadecolor}{rgb}{0.969, 0.969, 0.969}\color{fgcolor}\begin{kframe}
+\begin{alltt}
+\hlstd{pancorona}\hlkwb{<-}\hlstd{pancorona[,}\hlkwd{c}\hlstd{(}\hlstr{"tmp.Gene.name"}\hlstd{,} \hlstr{"TOTAL"}\hlstd{)]}
 
-\hlopt{?}\hlstd{png}
-\hlkwd{png}\hlstd{(}\hlstr{"tanglegramm.png"}\hlstd{,} \hlkwc{width} \hlstd{=} \hlnum{1800}\hlstd{,} \hlkwc{height} \hlstd{=} \hlnum{3000}\hlstd{)}
-\hlkwd{tanglegram}\hlstd{(dend12,} \hlkwc{columns_width}\hlstd{=}\hlkwd{c}\hlstd{(}\hlnum{3}\hlstd{,} \hlnum{3}\hlstd{,}\hlnum{3}\hlstd{),} \hlkwc{axes}\hlstd{=}\hlnum{FALSE}\hlstd{,}
-           \hlkwc{edge.lwd}\hlstd{=}\hlnum{0}\hlstd{,} \hlkwc{margin_inner}\hlstd{=}\hlnum{6}\hlstd{,}
-           \hlkwc{margin_top}\hlstd{=}\hlnum{2}\hlstd{,}
-           \hlkwc{main_left}\hlstd{=}\hlstr{"                  bats"}\hlstd{,}
-           \hlkwc{main_right} \hlstd{=} \hlstr{"primates                  "}\hlstd{,}
-           \hlkwc{lwd}\hlstd{=}\hlnum{0.5}\hlstd{,}
-           \hlkwc{cex_main}\hlstd{=}\hlnum{1}\hlstd{,}
-           \hlkwc{lab.cex}\hlstd{=}\hlnum{1}\hlstd{,}
-           \hlkwc{k_labels}\hlstd{=}\hlnum{6}\hlstd{)}
+\hlstd{pandginn}\hlkwb{<-}\hlkwd{na.omit}\hlstd{(}\hlkwd{merge}\hlstd{(pancorona, tablo,} \hlkwc{by}\hlstd{=}\hlstr{"tmp.Gene.name"}\hlstd{,} \hlkwc{all.x}\hlstd{=}\hlnum{TRUE}\hlstd{))}
 
-\hlkwd{dev.off}\hlstd{()}
+\hlstd{pandginn}\hlkwb{<-}\hlstd{pandginn[}\hlkwd{order}\hlstd{(pandginn}\hlopt{$}\hlstd{nprimates),]}
+\hlstd{pandginn}\hlkwb{<-}\hlstd{pandginn[}\hlkwd{order}\hlstd{(pandginn}\hlopt{$}\hlstd{TOTAL),]}
 
-\hlstd{tmp}
-\hlopt{?}\hlstd{tanglegram}
+\hlkwd{dotchart}\hlstd{(}\hlkwd{as.matrix}\hlstd{(pandginn[,}\hlnum{2}\hlstd{]),} \hlkwc{labels} \hlstd{= pandginn}\hlopt{$}\hlstd{tmp.Gene.name,} \hlkwc{xlim}\hlstd{=}\hlkwd{c}\hlstd{(}\hlnum{0}\hlstd{,}\hlnum{5}\hlstd{))}
+\hlkwd{points}\hlstd{(pandginn[,}\hlnum{4}\hlstd{],} \hlnum{1}\hlopt{:}\hlkwd{nrow}\hlstd{(pandginn),} \hlkwc{col}\hlstd{=}\hlstr{"blue"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{20}\hlstd{,} \hlkwc{cex}\hlstd{=}\hlnum{0.7}\hlstd{)}
+\hlkwd{points}\hlstd{(pandginn[,}\hlnum{3}\hlstd{],} \hlnum{1}\hlopt{:}\hlkwd{nrow}\hlstd{(pandginn),} \hlkwc{col}\hlstd{=}\hlstr{"blue"}\hlstd{,} \hlkwc{pch}\hlstd{=}\hlnum{4}\hlstd{)}
+\hlkwd{legend}\hlstd{(}\hlstr{"bottomright"}\hlstd{,} \hlkwd{c}\hlstd{(}\hlstr{"pancorona score"}\hlstd{,} \hlstr{"dginn primate score"}\hlstd{,} \hlstr{"dginn bats score"}\hlstd{),} \hlkwc{pch}\hlstd{=}\hlkwd{c}\hlstd{(}\hlnum{1}\hlstd{,}\hlnum{20}\hlstd{,}\hlnum{4}\hlstd{),} \hlkwc{col}\hlstd{=}\hlkwd{c}\hlstd{(}\hlstr{"black"}\hlstd{,} \hlstr{"blue"}\hlstd{,} \hlstr{"blue"}\hlstd{))}
 \end{alltt}
 \end{kframe}
-\end{knitrout}
+\includegraphics[width=\maxwidth]{figure/pancorona-1} 
 
+\end{knitrout}
 
 \end{document}
 
diff --git a/figure/boxplot-1.pdf b/figure/boxplot-1.pdf
index c23c23dd5093053f20ace6d6bd09fed583f0cba1..e23cdff53dccbfcbce3ba4cf30f71910b9207b1a 100644
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diff --git a/figure/dotbats-1.pdf b/figure/dotbats-1.pdf
index 1a360443b1849d87c497d01cba301857133a7d71..fe18106607aeaee1173fd5fe1313a2e1424b4269 100644
GIT binary patch
delta 25
ccmaE^|6G596|04jp@G>%dvOS3V|0%=0Bku2nE(I)

delta 25
ccmaE^|6G596|1?SsiDzCdvOS3V|0%=0BkA;mjD0&

diff --git a/figure/dotprimates-1.pdf b/figure/dotprimates-1.pdf
index 157364fad8b36c1e23ae815d6707d558354e2e9a..83c5363748b3d7d08e61c83e4cd89e005bf03d9b 100644
GIT binary patch
delta 25
ccmca>d)Ib?6|04jp@G>%dvOS3V|0@o0Bq0)o&W#<

delta 25
ccmca>d)Ib?6|1?SsiDzCdvOS3V|0@o0BperoB#j-

diff --git a/figure/pancorona-1.pdf b/figure/pancorona-1.pdf
index 7311516c70a2d8a940238b19683f9124108e2448..c7d9c8353f80b4c512e4f31a53cd8b18633863e5 100644
GIT binary patch
delta 25
ccmdmGw99CM6|04jp@G>%dvOS3WAuFq0A%_HnE(I)

delta 25
ccmdmGw99CM6|1?SsiDzCdvOS3WAuFq0A%Y2mjD0&

-- 
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