annotate add_expression_HPA.R @ 6:71214d6034e7 draft

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author proteore
date Mon, 19 Mar 2018 10:09:01 -0400
parents
children c9943f867413
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6
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1 # Read file and return file content as data.frame
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2 readfile = function(filename, header) {
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3 if (header == "true") {
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4 # Read only first line of the file as header:
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5 headers <- read.table(filename, nrows = 1, header = FALSE, sep = "\t", stringsAsFactors = FALSE, fill = TRUE, na.strings=c("", "NA"), blank.lines.skip = TRUE, quote = "", comment.char = "")
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6 #Read the data of the files (skipping the first row)
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7 file <- read.table(filename, skip = 1, header = FALSE, sep = "\t", stringsAsFactors = FALSE, fill = TRUE, na.strings=c("", "NA"), blank.lines.skip = TRUE, quote = "", comment.char = "")
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8 # Remove empty rows
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9 file <- file[!apply(is.na(file) | file == "", 1, all), , drop=FALSE]
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10 #And assign the header to the data
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11 names(file) <- headers
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12 }
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13 else {
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14 file <- read.table(filename, header = FALSE, sep = "\t", stringsAsFactors = FALSE, fill = TRUE, na.strings=c("", "NA"), blank.lines.skip = TRUE, quote = "", comment.char = "")
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15 # Remove empty rows
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16 file <- file[!apply(is.na(file) | file == "", 1, all), , drop=FALSE]
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17 }
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18 return(file)
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19 }
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20
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21 add_expression = function(input, atlas, options) {
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22 if (all(!input %in% atlas$Ensembl)) {
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23 return(NULL)
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24 }
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25 else {
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26 res = matrix(nrow=length(input), ncol=0)
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27 names = c()
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28 for (opt in options) {
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29 names = c(names, opt)
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30 info = atlas[match(input, atlas$Ensembl,incomparable="NA"),][opt][,]
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31 res = cbind(res, info)
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32 }
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33 colnames(res) = names
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34 return(res)
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35 }
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36 }
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37
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38 main = function() {
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39 args <- commandArgs(TRUE)
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40 if(length(args)<1) {
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41 args <- c("--help")
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42 }
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43
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44 # Help section
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45 if("--help" %in% args) {
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46 cat("Selection and Annotation HPA
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47 Arguments:
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48 --inputtype: type of input (list of id or filename)
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49 --input: either a file name (e.g : input.txt) or a list of blank-separated
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50 ENSG identifiers (e.g : ENSG00000283071 ENSG00000283072)
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51 --atlas: path to protein atlas file
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52 --column: the column number which you would like to apply...
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53 --header: true/false if your file contains a header
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54 --select: information from HPA to select, maybe:
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55 RNA.tissue.category,Reliability..IH.,Reliability..IF. (comma-separated)
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56 --output: text output filename \n")
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57 q(save="no")
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58 }
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59
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60 # Parse arguments
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61 parseArgs <- function(x) strsplit(sub("^--", "", x), "=")
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62 argsDF <- as.data.frame(do.call("rbind", parseArgs(args)))
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63 args <- as.list(as.character(argsDF$V2))
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64 names(args) <- argsDF$V1
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65
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66 inputtype = args$inputtype
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67 if (inputtype == "copypaste") {
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68 input = strsplit(args$input, " ")[[1]]
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69 }
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70 else if (inputtype == "tabfile") {
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71 filename = args$input
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72 ncol = args$column
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73 # Check ncol
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74 if (! as.numeric(gsub("c", "", ncol)) %% 1 == 0) {
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75 stop("Please enter an integer for level")
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76 }
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77 else {
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78 ncol = as.numeric(gsub("c", "", ncol))
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79 }
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80 header = args$header
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81 # Get file content
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82 file = readfile(filename, header)
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83 # Extract Protein IDs list
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84 input = c()
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85 for (row in as.character(file[,ncol])) {
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86 input = c(input, strsplit(row, ";")[[1]][1])
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87 }
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88 }
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89
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90 # Read protein atlas
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91 protein_atlas = args$atlas
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92 protein_atlas = readfile(protein_atlas, "true")
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93
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94 # Add expression
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95 output = args$output
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96 names = c()
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97 options = strsplit(args$select, ",")[[1]]
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98 res = add_expression(input, protein_atlas, options)
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99
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100 # Write output
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101 if (is.null(res)) {
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102 write.table("None of the input ENSG ids are can be found in HPA data file",file=output,sep="\t",quote=FALSE,col.names=TRUE,row.names=FALSE)
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103 }
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104 else {
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105 if (inputtype == "copypaste") {
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106 names = c("Ensembl", colnames(res))
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107 res = cbind(as.matrix(input), res)
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108 colnames(res) = names
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109 write.table(res, output, row.names = FALSE, sep = "\t", quote = FALSE)
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110 }
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111 else if (inputtype == "tabfile") {
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112 names = c(names(file), colnames(res))
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113 output_content = cbind(file, res)
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114 colnames(output_content) = names
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115 write.table(output_content, output, row.names = FALSE, sep = "\t", quote = FALSE)
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116 }
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117 }
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118
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119 }
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120
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121 main()