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annotate cuffdiff_mds_plot.pl @ 3:728b0aa0df6e

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Add cuffdiff_mds_plot for MultiDimensionalScaling plot for read_group_tracking
author Jim Johnson <jj@umn.edu>
date Mon, 08 Oct 2012 16:10:13 -0500
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728b0aa0df6e Add cuffdiff_mds_plot for MultiDimensionalScaling plot for read_group_tracking
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1 #!/usr/bin/perl -w
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2
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3 ###############################################################
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4 # cuffdiff_mds_plot.pl
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5 # John Garbe
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6 # Septmeber 2012
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7 #
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8 # Given a sample tracking file from cuffdiff2, convert it to
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9 # the proper format for loading into R and generating an MDS plot
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10 #
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11 ################################################################
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12
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13 # check to make sure having correct files
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14 my $usage = "usage: cuffdiff_mds_plot.pl [TABULAR.in] [TABULAR.out] [PLOT.png]\n";
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15 die $usage unless @ARGV == 3;
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16
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17 #get the input arguments
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18 my $inputFile = $ARGV[0];
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19 my $outputFile = $ARGV[1];
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20 my $plotFile = $ARGV[2];
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21
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22 #Open files
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23 open (INPUT, "<", $inputFile) || die("Could not open file $inputFile \n");
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24 open (OUTPUT, ">", $outputFile) || die("Could not open file $outputFile \n");
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25 open (PLOT, ">", $plotFile) || die("Could not open file $plotFile \n");
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26
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27 # header looks like this:
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28 # tracking_id condition replicate raw_frags internal_scaled_frags external_scaled_frags FPKM effective_length status
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29 my $header = <INPUT>;
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30
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31 # read in the sample tracking file
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32 while (<INPUT>) {
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33 chomp;
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34 @line = split /\t/;
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35 $tracking_id{$line[0]} = 1;
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36 $sample = $line[1] . "-" . $line[2];
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37 $fpkm{$sample}{$line[0]} = $line[6];
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38 }
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39 close(INPUT);
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40
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41 @sorted_tracking_id = sort( keys(%tracking_id));
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42
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43 # print out header
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44 foreach $tracking_id (@sorted_tracking_id) {
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45 print OUTPUT "\t$tracking_id";
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46 }
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47 print OUTPUT "\n";
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48
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49 # print out data
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50 foreach $sample (keys(%fpkm)) {
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51 print OUTPUT "$sample";
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52
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53 foreach $tracking_id (@sorted_tracking_id) {
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54 print OUTPUT "\t$fpkm{$sample}{$tracking_id}";
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55 }
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56
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57 print OUTPUT "\n";
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58 }
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59 close(OUTPUT);
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60
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61 #variables to store the name of the R script file
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62 my $r_script = "cuffinks2mdf.r";
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63
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64 open(Rcmd,">", $r_script) or die "Cannot open $r_script \n\n";
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65 print Rcmd "
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66 datat <- read.table(\"$outputFile\");
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67 cmd <- cmdscale(dist(datat));
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68 png(filename=\"$plotFile\");
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69 plot(cmd[,1], cmd[,2], type=\"n\", ann=FALSE);
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70 text(cmd[,1], cmd[,2], labels = rownames(datat));
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71 title(main=\"Multidimensional Scaling Plot\");
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72 title(xlab= \"Dimension 1\");
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73 title(ylab= \"Dimension 2\");
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74 dev.off();
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75 #eof" . "\n";
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76
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77 close Rcmd;
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78
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79
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80 system("R --no-restore --no-save --no-readline < $r_script > $r_script.out");
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81 #close the input and output files
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82 close(PLOT);
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83