Mercurial > repos > proteore > proteore_expression_rnaseq_abbased
annotate get_data_HPA_v2.R @ 3:f128f2ede8fb draft
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author | proteore |
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date | Thu, 08 Mar 2018 10:45:01 -0500 |
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1 # Usage : |
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2 # Rscript --vanilla get_data_HPA_v2.R --typeinput copypaste --input |
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3 # ENSG00000283071 --header FALSE --proteinatlas proteinatlas.csv --column c1 |
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4 # --select RNA.tissue.category,Reliability..IH.,Reliability..IF. --output |
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5 # output.txt |
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6 |
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7 # INPUTS : |
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8 # --typeinput : "copypaste" or "tabfile" |
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9 # --input : either a file name (e.g : input.txt) or a list of blank-separated |
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10 # ENSG identifiers (e.g : ENSG00000283071 ENSG00000283072) |
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11 # --header : "TRUE" or "FALSE" : indicates in case the input is a file if said |
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12 # file has an header |
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13 # --proteinatlas : HPA proteinatlas tab file |
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14 # --column : column containing in input ENSG identifiers |
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15 # --select : information from HPA to select, may be |
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16 # : RNA.tissue.category,Reliability..IH.,Reliability..IF. (comma-separated) |
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17 # --output : output file name |
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18 # Useful functions |
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19 |
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20 '%!in%' <- function(x,y)!('%in%'(x,y)) |
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21 |
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22 args = commandArgs(trailingOnly = TRUE) |
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23 |
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24 # create a list of the arguments from the command line, separated by a blank space |
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25 hh <- paste(unlist(args),collapse=' ') |
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26 # delete the first element of the list which is always a blank space |
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27 listoptions <- unlist(strsplit(hh,'--'))[-1] |
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28 # for each input, split the arguments with blank space as separator, unlist, and delete the first element which is the input name (e.g --protatlas) |
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29 options.args <- sapply(listoptions,function(x){ |
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30 unlist(strsplit(x, ' '))[-1] |
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31 }) |
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32 # same as the step above, except that only the names are kept |
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33 options.names <- sapply(listoptions,function(x){ |
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34 option <- unlist(strsplit(x, ' '))[1] |
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35 }) |
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36 names(options.args) <- unlist(options.names) |
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37 |
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38 |
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39 typeinput = as.character(options.args[1]) |
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40 proteinatlas = read.table(as.character(options.args[4]),header=TRUE,sep="\t",quote="\"",fill=TRUE,blank.lines.skip=TRUE, na.strings=c("NA"," ","")) |
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41 listfile = options.args[2] |
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42 |
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43 header = as.character(options.args[3]) |
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44 column = as.numeric(gsub("c","",options.args[5])) |
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45 select = as.character(options.args[6]) |
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46 output = as.character(options.args[7]) |
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47 |
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48 if (typeinput=="copypaste"){ |
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49 sample = as.data.frame(unlist(listfile)) |
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50 sample = sample[,column] |
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51 } |
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52 if (typeinput=="tabfile"){ |
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53 |
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54 if (header=="TRUE"){ |
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55 listfile = read.table(listfile,header=TRUE,sep="\t",quote="\"",fill=TRUE, na.strings=c("","NA")) |
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56 }else{ |
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57 listfile = read.table(listfile,header=FALSE,sep="\t",quote="\"",fill=TRUE, na.strings=c("","NA")) |
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58 } |
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59 sample = listfile[,column] |
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60 |
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61 } |
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62 |
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63 # Select user input ensembl ids in HPA protein atlas file |
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64 |
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65 if ((length(sample[sample %in% proteinatlas[,3]]))==0){ |
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66 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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67 |
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68 }else{ |
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69 |
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70 |
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71 to_keep = c() |
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72 |
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73 if (select!="None"){ |
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74 select = unlist(strsplit(select,",")) |
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75 for (arg in select){ |
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76 colnb = which(colnames(proteinatlas) %in% c(arg)) |
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77 to_keep = c(to_keep,colnb) |
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78 } |
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79 } |
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80 |
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81 to_keep = c(3,to_keep) |
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82 lines = which(proteinatlas[,3] %in% sample) |
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83 data = proteinatlas[lines,] |
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84 data = data[,to_keep] |
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85 # if only some of the proteins were not found in proteinatlas they will be added to |
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86 # the file with the fields "Protein not found in proteinatlas" |
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87 if (length(which(sample %!in% proteinatlas[,3]))!=0){ |
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88 proteins_not_found = as.data.frame(sample[which(sample %!in% proteinatlas[,3])]) |
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89 proteins_not_found = cbind(proteins_not_found,matrix(rep("Protein not found in HPA",length(proteins_not_found)),nrow=length(proteins_not_found),ncol=length(colnames(data))-1)) |
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90 |
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91 colnames(proteins_not_found)=colnames(data) |
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92 |
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93 data = rbind(data,proteins_not_found) |
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94 } |
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95 |
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96 # Merge original data and data selected from proteinatlas |
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97 |
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98 # Before that, if the initial ids were uniprot ids change them back from |
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99 # proteinatlas to uniprot ids in data |
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100 data = merge(listfile, data, by.x = column, by.y=1) |
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101 colnames(data)[1] = "Ensembl gene ids" |
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102 # Write result |
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103 write.table(data,file=output,sep="\t",quote=FALSE,col.names=TRUE,row.names=FALSE) |
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104 |
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105 } |
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106 |
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107 |