annotate create_heatmap.R @ 116:e1b21d7e266a draft

Uploaded
author greg
date Fri, 17 Nov 2017 10:03:03 -0500
parents c89bf5bf4661
children f8a7bf4ca1a7
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
105
14659ab1e709 Uploaded
greg
parents:
diff changeset
1 #!/usr/bin/env Rscript
14659ab1e709 Uploaded
greg
parents:
diff changeset
2
14659ab1e709 Uploaded
greg
parents:
diff changeset
3 suppressPackageStartupMessages(library("optparse"))
14659ab1e709 Uploaded
greg
parents:
diff changeset
4
14659ab1e709 Uploaded
greg
parents:
diff changeset
5 option_list <- list(
14659ab1e709 Uploaded
greg
parents:
diff changeset
6 make_option(c("-i", "--input"), action="store", dest="input", help="IDEAS para file"),
14659ab1e709 Uploaded
greg
parents:
diff changeset
7 make_option(c("-o", "--output"), action="store", dest="output", help="Output PDF file")
14659ab1e709 Uploaded
greg
parents:
diff changeset
8 )
14659ab1e709 Uploaded
greg
parents:
diff changeset
9
14659ab1e709 Uploaded
greg
parents:
diff changeset
10 parser <- OptionParser(usage="%prog [options] file", option_list=option_list)
14659ab1e709 Uploaded
greg
parents:
diff changeset
11 args <- parse_args(parser, positional_arguments=TRUE)
14659ab1e709 Uploaded
greg
parents:
diff changeset
12 opt <- args$options
14659ab1e709 Uploaded
greg
parents:
diff changeset
13
14659ab1e709 Uploaded
greg
parents:
diff changeset
14 create_heatmap<-function(data_matrix, statecolor=NULL, markcolor=NULL, cols=c("white","dark blue")) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
15 k = dim(data_matrix)[2];
14659ab1e709 Uploaded
greg
parents:
diff changeset
16 l = dim(data_matrix)[1];
14659ab1e709 Uploaded
greg
parents:
diff changeset
17 p = (sqrt(9 + 8 * (k - 1)) - 3) / 2;
14659ab1e709 Uploaded
greg
parents:
diff changeset
18 m = as.matrix(data_matrix[,1+1:p]/data_matrix[,1]);
114
c89bf5bf4661 Uploaded
greg
parents: 105
diff changeset
19 colnames(m) = colnames(data_matrix)[1+1:p];
105
14659ab1e709 Uploaded
greg
parents:
diff changeset
20 marks = colnames(m);
14659ab1e709 Uploaded
greg
parents:
diff changeset
21 rownames(m) = paste(1:l-1," (", round(data_matrix[,1] / sum(data_matrix[,1]) * 10000) / 100, "%)", sep="");
14659ab1e709 Uploaded
greg
parents:
diff changeset
22 pdf(file=opt$output);
14659ab1e709 Uploaded
greg
parents:
diff changeset
23 par(mar=c(6,1,1,6));
14659ab1e709 Uploaded
greg
parents:
diff changeset
24 rg = range(m);
14659ab1e709 Uploaded
greg
parents:
diff changeset
25 colors = 0:100/100*(rg[2]-rg[1])+rg[1];
14659ab1e709 Uploaded
greg
parents:
diff changeset
26 my_palette = colorRampPalette(cols)(n=100);
14659ab1e709 Uploaded
greg
parents:
diff changeset
27 defpalette = palette(my_palette);
14659ab1e709 Uploaded
greg
parents:
diff changeset
28
14659ab1e709 Uploaded
greg
parents:
diff changeset
29 plot(NA, NA, xlim=c(0,p+0.7), ylim=c(0,l), xaxt="n", yaxt="n", xlab=NA, ylab=NA, frame.plot=F);
14659ab1e709 Uploaded
greg
parents:
diff changeset
30 axis(1, at=1:p-0.5, labels=colnames(m), las=2);
14659ab1e709 Uploaded
greg
parents:
diff changeset
31 axis(4, at=1:l-0.5, labels=rownames(m), las=2);
14659ab1e709 Uploaded
greg
parents:
diff changeset
32 rect(rep(1:p-1,l), rep(1:l-1,each=p), rep(1:p,l), rep(1:l,each=p), col=round((t(m)-rg[1])/(rg[2]-rg[1])*100));
14659ab1e709 Uploaded
greg
parents:
diff changeset
33
14659ab1e709 Uploaded
greg
parents:
diff changeset
34 if(length(statecolor)==0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
35 if(length(markcolor)==0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
36 markcolor=t(col2rgb(terrain.colors(ceiling(p))[1:p]));
14659ab1e709 Uploaded
greg
parents:
diff changeset
37 for(i in 1:length(marks)) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
38 if(regexpr("h3k4me3",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
39 markcolor[i,]=c(255,0,0);
14659ab1e709 Uploaded
greg
parents:
diff changeset
40 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
41 if(regexpr("h3k4me2",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
42 markcolor[i,]=c(250,100,0);
14659ab1e709 Uploaded
greg
parents:
diff changeset
43 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
44 if(regexpr("h3k4me1",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
45 markcolor[i,]=c(250,250,0);
14659ab1e709 Uploaded
greg
parents:
diff changeset
46 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
47 if(regexpr("h3k36me3",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
48 markcolor[i,]=c(0,150,0);
14659ab1e709 Uploaded
greg
parents:
diff changeset
49 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
50 if(regexpr("h2a",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
51 markcolor[i,]=c(0,150,150);
14659ab1e709 Uploaded
greg
parents:
diff changeset
52 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
53 if(regexpr("dnase",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
54 markcolor[i,]=c(0,200,200);
14659ab1e709 Uploaded
greg
parents:
diff changeset
55 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
56 if(regexpr("h3k9ac",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
57 markcolor[i,]=c(250,0,200);
14659ab1e709 Uploaded
greg
parents:
diff changeset
58 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
59 if(regexpr("h3k9me3",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
60 markcolor[i,]=c(100,100,100);
14659ab1e709 Uploaded
greg
parents:
diff changeset
61 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
62 if(regexpr("h3k27ac",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
63 markcolor[i,]=c(250,150,0);
14659ab1e709 Uploaded
greg
parents:
diff changeset
64 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
65 if(regexpr("h3k27me3",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
66 markcolor[i,]=c(0,0,200);
14659ab1e709 Uploaded
greg
parents:
diff changeset
67 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
68 if(regexpr("h3k79me2",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
69 markcolor[i,]=c(200,0,200);
14659ab1e709 Uploaded
greg
parents:
diff changeset
70 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
71 if(regexpr("h4k20me1",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
72 markcolor[i,]=c(50,200,50);
14659ab1e709 Uploaded
greg
parents:
diff changeset
73 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
74 if(regexpr("ctcf",tolower(marks[i]))>0) {
14659ab1e709 Uploaded
greg
parents:
diff changeset
75 markcolor[i,]=c(200,0,250);
14659ab1e709 Uploaded
greg
parents:
diff changeset
76 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
77 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
78 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
79 statecolor = stateColor(m, markcolor)[,2];
14659ab1e709 Uploaded
greg
parents:
diff changeset
80 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
81 rect(rep(p+0.2,l), 1:l-0.8, rep(p+0.8,l), 1:l-0.2, col=statecolor);
14659ab1e709 Uploaded
greg
parents:
diff changeset
82
14659ab1e709 Uploaded
greg
parents:
diff changeset
83 palette(defpalette);
14659ab1e709 Uploaded
greg
parents:
diff changeset
84 dev.off();
14659ab1e709 Uploaded
greg
parents:
diff changeset
85 #return(statecolor);
14659ab1e709 Uploaded
greg
parents:
diff changeset
86 }
14659ab1e709 Uploaded
greg
parents:
diff changeset
87
14659ab1e709 Uploaded
greg
parents:
diff changeset
88 # Read the input.
14659ab1e709 Uploaded
greg
parents:
diff changeset
89 data_matrix <- read.table(opt$input, header=T);
14659ab1e709 Uploaded
greg
parents:
diff changeset
90 create_heatmap(data_matrix);