Mercurial > repos > galaxyp > mqppep_preproc

annotate MaxQuantProcessingScript.R @ 4:5c2beb4eb41c draft

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author galaxyp
date Tue, 14 Feb 2023 17:37:36 +0000
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1 #!/usr/bin/env Rscript
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2
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3 # This is the implementation for the
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4 # "MaxQuant Phosphopeptide Localization Probability Cutoff"
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5 # Galaxy tool (mqppep_lclztn_filter)
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6 # It is adapted from the MaxQuant Processing Script written by Larry Cheng.
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7
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8 # libraries
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9 library(optparse)
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10 library(data.table)
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11 library(stringr)
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12 library(ggplot2)
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14 # title: "MaxQuant Processing Script"
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15 # author: "Larry Cheng"
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16 # date: "February 19, 2018"
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17 #
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18 # # MaxQuant Processing Script
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19 # Takes MaxQuant Phospho (STY)sites.txt file as input
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20 # and performs the following (in order):
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21 # 1) Runs the Proteomics Quality Control software
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22 # 2) Remove contaminant and reverse sequence rows
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23 # 3) Filters rows based on localization probability
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24 # 4) Extract the quantitative data
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25 # 5) Sequences phosphopeptides
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26 # 6) Merges multiply phosphorylated peptides
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27 # 7) Filters out phosphopeptides based on enrichment
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28 # The output file contains the phosphopeptide (first column)
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29 # and the quantitative values for each sample.
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30 #
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31 # ## Revision History
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32 # Rev. 2022-02-10 :wrap for inclusion in Galaxy
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33 # Rev. 2018-02-19 :break up analysis script into "MaxQuant Processing Script"
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34 # and "Phosphopeptide Processing Script"
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35 # Rev. 2017-12-12 :added PTXQC
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36 # added additional plots and table outputs for quality control
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37 # allowed for more than 2 samples to be grouped together
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38 # (up to 26 (eg, 1A, 1B, 1C, etc))
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39 # converted from .r to .rmd file to knit report
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40 # for quality control
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41 # Rev. 2016-09-11 :automated the FDR cutoffs; removed the option to data
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42 # impute multiple times
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43 # Rev. 2016-09-09 :added filter to eliminate contaminant & reverse sequence rows
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44 # Rev. 2016-09-01 :moved the collapse step from after ANOVA filter to prior to
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45 # preANOVA file output
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46 # Rev. 2016-08-22 :use regexSampleNames <- "\\.(\\d + )[AB]$"
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47 # so that it looks at the end of string
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48 # Rev. 2016-08-05 :Removed vestigial line (ppeptides <- ....)
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49 # Rev. 2016-07-03 :Removed row names from the write.table() output for
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50 # ANOVA and PreANOVA
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51 # Rev. 2016-06-25 :Set default Localization Probability cutoff to 0.75
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52 # Rev. 2016-06-23 :fixed a bug in filtering for pY enrichment by resetting
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53 # the row numbers afterwards
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54 # Rev. 2016-06-21 :test18 + standardized the regexpression in protocol
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55
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56
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57 ### FUNCTION DECLARATIONS begin ----------------------------------------------
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58
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59 # Read first line of file at filePath
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60 # adapted from: https://stackoverflow.com/a/35761217/15509512
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61 read_first_line <- function(filepath) {
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62 con <- file(filepath, "r")
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63 line <- readLines(con, n = 1)
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64 close(con)
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65 return(line)
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66 }
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67
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68 # Move columns to the end of dataframe
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69 # - data: the dataframe
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70 # - move: a vector of column names, each of which is an element of names(data)
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71 movetolast <- function(data, move) {
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72 data[c(setdiff(names(data), move), move)]
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73 }
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74
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75 # Generate phosphopeptide and build list when applied
3
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76 # nolint start: squash un-actionable cyclomatic_complexity warning
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77 phosphopeptide_func <- function(df) {
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78 # nolint end
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79 # generate peptide sequence and list of phosphopositions
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80 phosphoprobsequence <-
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81 strsplit(as.character(df["Phospho (STY) Score diffs"]), "")[[1]]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
82 output <- vector()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
83 phosphopeptide <- ""
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
84 counter <- 0 # keep track of position in peptide
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
85 phosphopositions <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
86 vector() # keep track of phosphorylation positions in peptide
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
87 score_diff <- ""
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
88 for (chara in phosphoprobsequence) {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
89 # build peptide sequence
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
90 if (!(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
91 chara == " " ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
92 chara == "(" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
93 chara == ")" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
94 chara == "." ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
95 chara == "-" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
96 chara == "0" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
97 chara == "1" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
98 chara == "2" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
99 chara == "3" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
100 chara == "4" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
101 chara == "5" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
102 chara == "6" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
103 chara == "7" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
104 chara == "8" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
105 chara == "9")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
106 ) {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
107 phosphopeptide <- paste(phosphopeptide, chara, sep = "")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
108 counter <- counter + 1
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
109 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
110 # generate score_diff
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
111 if (chara == "-" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
112 chara == "." ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
113 chara == "0" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
114 chara == "1" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
115 chara == "2" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
116 chara == "3" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
117 chara == "4" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
118 chara == "5" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
119 chara == "6" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
120 chara == "7" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
121 chara == "8" ||
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
122 chara == "9"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
123 ) {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
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124 score_diff <- paste(score_diff, chara, sep = "")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
125 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
126 # evaluate score_diff
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
127 if (chara == ")") {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
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128 score_diff <- as.numeric(score_diff)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
129 # only consider a phosphoresidue if score_diff > 0
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
130 if (score_diff > 0) {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
131 phosphopositions <- append(phosphopositions, counter)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
132 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
133 score_diff <- ""
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
134 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
135 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
136
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
137 # generate phosphopeptide sequence (ie, peptide sequence with "p"'s)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
138 counter <- 1
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
139 phosphoposition_correction1 <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
140 -1 # used to correct phosphosposition as "p"'s
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
141 # are inserted into the phosphopeptide string
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
142 phosphoposition_correction2 <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
143 0 # used to correct phosphosposition as "p"'s
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
144 # are inserted into the phosphopeptide string
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
145 while (counter <= length(phosphopositions)) {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
146 phosphopeptide <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
147 paste(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
148 substr(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
149 phosphopeptide,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
150 0,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
151 phosphopositions[counter] + phosphoposition_correction1
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
152 ),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
153 "p",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
154 substr(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
155 phosphopeptide,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
156 phosphopositions[counter] + phosphoposition_correction2,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
157 nchar(phosphopeptide)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
158 ),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
159 sep = ""
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
160 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
161 counter <- counter + 1
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
162 phosphoposition_correction1 <- phosphoposition_correction1 + 1
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
163 phosphoposition_correction2 <- phosphoposition_correction2 + 1
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
164 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
165 # building phosphopeptide list
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
166 output <- append(output, phosphopeptide)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
167 return(output)
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parents:
diff changeset
168 }
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169
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170 ### FUNCTION DECLARATIONS end ------------------------------------------------
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171
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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172
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173 ### EXTRACT ARGUMENTS begin --------------------------------------------------
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174
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175 # parse options
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176 option_list <- list(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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177 make_option(
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178 c("-i", "--input"),
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galaxyp
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179 action = "store",
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galaxyp
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180 type = "character",
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galaxyp
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181 help = "A MaxQuant Phospho (STY)Sites.txt"
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182 )
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183 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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184 make_option(
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185 c("-o", "--output"),
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186 action = "store",
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parents:
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187 type = "character",
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188 help = "path to output file"
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189 )
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190 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
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191 make_option(
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192 c("-E", "--enrichGraph"),
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193 action = "store",
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galaxyp
parents:
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194 type = "character",
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galaxyp
parents:
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195 help = "path to enrichment graph PDF"
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196 )
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parents:
diff changeset
197 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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diff changeset
198 make_option(
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199 c("-F", "--enrichGraph_svg"),
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galaxyp
parents:
diff changeset
200 action = "store",
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galaxyp
parents:
diff changeset
201 type = "character",
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galaxyp
parents:
diff changeset
202 help = "path to enrichment graph SVG"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
203 )
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galaxyp
parents:
diff changeset
204 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
205 make_option(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
206 c("-L", "--locProbCutoffGraph"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
207 action = "store",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
208 type = "character",
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galaxyp
parents:
diff changeset
209 help = "path to location-proability cutoff graph PDF"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
210 )
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galaxyp
parents:
diff changeset
211 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
212 make_option(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
213 c("-M", "--locProbCutoffGraph_svg"),
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galaxyp
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diff changeset
214 action = "store",
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galaxyp
parents:
diff changeset
215 type = "character",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
216 help = "path to location-proability cutoff graph SVG"
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galaxyp
parents:
diff changeset
217 )
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galaxyp
parents:
diff changeset
218 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
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diff changeset
219 make_option(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
220 c("-e", "--enriched"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
221 action = "store",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
222 type = "character",
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galaxyp
parents:
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223 help = "pY or pST enriched samples (ie, 'Y' or 'ST')"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
224 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
225 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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parents:
diff changeset
226 make_option(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
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227 c("-p", "--phosphoCol"),
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galaxyp
parents:
diff changeset
228 action = "store",
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galaxyp
parents:
diff changeset
229 type = "character",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
230 help = paste0("PERL-compatible regular expression matching",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
231 " header of column having number of 'Phospho (STY)'")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
232 )
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galaxyp
parents:
diff changeset
233 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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parents:
diff changeset
234 make_option(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
235 c("-s", "--startCol"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
236 action = "store",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
237 type = "character",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
238 help = paste0("PERL-compatible regular expression matching",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
239 " header of column having first sample intensity")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
240 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
241 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
242 make_option(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
243 c("-I", "--intervalCol"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
244 action = "store",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
245 type = "integer",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
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246 help = paste0("Column interval between the Intensities of samples",
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galaxyp
parents:
diff changeset
247 " (eg, 1 if subsequent column; 2 if every other column")
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galaxyp
parents:
diff changeset
248 )
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galaxyp
parents:
diff changeset
249 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
250 make_option(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
251 c("-l", "--localProbCutoff"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
252 action = "store",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
253 type = "double",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
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254 help = "Localization Probability Cutoff"
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255 )
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galaxyp
parents:
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256 ,
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parents:
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257 make_option(
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parents:
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258 c("-f", "--collapse_func"),
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galaxyp
parents:
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259 action = "store",
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galaxyp
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260 type = "character",
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galaxyp
parents:
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261 help = paste0("merge identical phosphopeptides",
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parents:
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262 " by ('sum' or 'average') the intensities")
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parents:
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263 )
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galaxyp
parents:
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264 ,
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265 make_option(
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266 c("-r", "--filtered_data"),
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parents:
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267 action = "store",
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268 type = "character",
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269 help = "filtered_data.txt"
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270 )
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271 ,
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272 make_option(
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273 c("-q", "--quant_data"),
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274 action = "store",
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275 type = "character",
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276 help = "quantData.txt"
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277 )
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278 )
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279 args <- parse_args(OptionParser(option_list = option_list))
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280 # Check parameter values
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281
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282 ### EXTRACT ARGUMENTS end ----------------------------------------------------
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283
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284
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285 ### EXTRACT PARAMETERS from arguments begin ----------------------------------
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286
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287 if (!file.exists(args$input)) {
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288 stop((paste("File", args$input, "does not exist")))
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289 }
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290
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291 phospho_col_pattern <- "^Number of Phospho [(][STY][STY]*[)]$"
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292 start_col_pattern <- "^Intensity[^_]"
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293 phospho_col_pattern <- read_first_line(args$phosphoCol)
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294 start_col_pattern <- read_first_line(args$startCol)
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295
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296 sink(getConnection(2))
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297
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298 input_file_name <- args$input
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299 filtered_filename <- args$filtered_data
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300 quant_file_name <- args$quant_data
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301 interval_col <- as.integer(args$intervalCol)
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302
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303 first_line <- read_first_line(input_file_name)
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304 col_headers <-
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galaxyp
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305 unlist(strsplit(
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306 x = first_line,
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307 split = c("\t"),
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308 fixed = TRUE
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parents:
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309 ))
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310 sink(getConnection(2))
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galaxyp
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311 sink()
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312
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313
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314 intensity_header_cols <-
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galaxyp
parents:
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315 grep(pattern = start_col_pattern, x = col_headers, perl = TRUE)
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316 if (length(intensity_header_cols) == 0) {
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317 err_msg <-
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318 paste("Found no intensity columns matching pattern:",
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319 start_col_pattern)
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galaxyp
parents:
diff changeset
320 # Divert output to stderr
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galaxyp
parents:
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321 sink(getConnection(2))
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parents:
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322 print(err_msg)
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323 sink()
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324 stop(err_msg)
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325 }
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326
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327
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galaxyp
parents:
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328 phospho_col <-
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galaxyp
parents:
diff changeset
329 grep(pattern = phospho_col_pattern, x = col_headers, perl = TRUE)[1]
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parents:
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330 if (is.na(phospho_col)) {
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diff changeset
331 err_msg <-
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galaxyp
parents:
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332 paste("Found no 'number of phospho sites' columns matching pattern:",
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333 phospho_col_pattern)
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334 # Divert output to stderr
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galaxyp
parents:
diff changeset
335 sink(getConnection(2))
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parents:
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336 print(err_msg)
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galaxyp
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diff changeset
337 sink()
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galaxyp
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338 stop(err_msg)
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galaxyp
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339 }
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diff changeset
340
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
341
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
342 i_count <- 0
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
343 this_column <- 1
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
344 last_value <- intensity_header_cols[1]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
345 intensity_cols <- c(last_value)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
346
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
347 while (length(intensity_header_cols) >= interval_col * i_count) {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
348 i_count <- 1 + i_count
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
349 this_column <- interval_col + this_column
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
350 if (last_value + interval_col != intensity_header_cols[this_column])
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
351 break
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
352 last_value <- intensity_header_cols[this_column]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
353 if (length(intensity_header_cols) < interval_col * i_count)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
354 break
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
355 intensity_cols <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
356 c(intensity_cols, intensity_header_cols[this_column])
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
357 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
358
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
359 start_col <- intensity_cols[1]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
360 num_samples <- i_count
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
361
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
362 output_filename <- args$output
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
363 enrich_graph_filename <- args$enrichGraph
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
364 loc_prob_cutoff_graph_filename <- args$locProbCutoffGraph
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
365 enrich_graph_filename_svg <- args$enrichGraph_svg
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
366 loc_prob_cutoff_graph_fn_svg <- args$locProbCutoffGraph_svg
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
367
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
368 local_prob_cutoff <- args$localProbCutoff
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
369 enriched <- args$enriched
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
370 collapse_fn <- args$collapse_func
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
371
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
372 ### EXTRACT PARAMETERS from arguments end ------------------------------------
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
373
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
374
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
375 # Proteomics Quality Control for MaxQuant Results
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
376 # (Bielow C et al. J Proteome Res. 2016 PMID: 26653327)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
377 # is run by the Galaxy MaxQuant wrapper and need not be invoked here.
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
378
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
379
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
380 # Read & filter out contaminants, reverse sequences, & localization probability
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
381 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
382 full_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
383 read.table(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
384 file = input_file_name,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
385 sep = "\t",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
386 header = TRUE,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
387 quote = ""
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
388 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
389
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
390 # Filter out contaminant rows and reverse rows
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
391 filtered_data <- subset(full_data, !grepl("CON__", Proteins))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
392 filtered_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
393 subset(filtered_data, !grepl("_MYCOPLASMA", Proteins))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
394 filtered_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
395 subset(filtered_data, !grepl("CONTAMINANT_", Proteins))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
396 filtered_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
397 subset(filtered_data, !grepl("REV__", Protein)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
398 ) # since REV__ rows are blank in the first column (Proteins)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
399 write.table(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
400 filtered_data,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
401 file = filtered_filename,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
402 sep = "\t",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
403 quote = FALSE,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
404 col.names = TRUE,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
405 row.names = FALSE
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
406 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
407 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
408
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
409
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
410 # Filter out data with localization probability below localProbCutoff
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
411 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
412 # Data filtered by localization probability
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
413 loc_prob_filtered_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
414 filtered_data[
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
415 filtered_data$Localization.prob >= local_prob_cutoff,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
416 ]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
417 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
418
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
419
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
420 # Localization probability -- visualize locprob cutoff
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
421 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
422 loc_prob_graph_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
423 data.frame(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
424 group = c(paste(">", toString(local_prob_cutoff), sep = ""),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
425 paste("<", toString(local_prob_cutoff), sep = "")),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
426 value = c(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
427 nrow(loc_prob_filtered_data) / nrow(filtered_data) * 100,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
428 (nrow(filtered_data) - nrow(loc_prob_filtered_data))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
429 / nrow(filtered_data) * 100
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
430 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
431 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
432 gigi <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
433 ggplot(loc_prob_graph_data, aes(x = "", y = value, fill = group)) +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
434 geom_bar(width = 0.5,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
435 stat = "identity",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
436 color = "black") +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
437 labs(x = NULL,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
438 y = "percent",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
439 title = "Phosphopeptides partitioned by localization-probability cutoff"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
440 ) +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
441 scale_fill_discrete(name = "phosphopeptide\nlocalization-\nprobability") +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
442 theme_minimal() +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
443 theme(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
444 legend.position = "right",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
445 legend.title = element_text(),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
446 plot.title = element_text(hjust = 0.5),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
447 plot.subtitle = element_text(hjust = 0.5),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
448 plot.title.position = "plot"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
449 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
450 pdf(loc_prob_cutoff_graph_filename)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
451 print(gigi)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
452 dev.off()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
453 svg(loc_prob_cutoff_graph_fn_svg)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
454 print(gigi)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
455 dev.off()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
456 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
457
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
458
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
459 # Extract quantitative values from filtered data
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
460 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
461 quant_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
462 loc_prob_filtered_data[, seq(from = start_col,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
463 by = interval_col,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
464 length.out = num_samples)]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
465 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
466
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
467
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
468 # Generate Phosphopeptide Sequence
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
469 # for latest version of MaxQuant (Version 1.5.3.30)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
470 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
471 metadata_df <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
472 data.frame(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
473 loc_prob_filtered_data[, 1:8],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
474 loc_prob_filtered_data[, phospho_col],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
475 loc_prob_filtered_data[, phospho_col + 1],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
476 loc_prob_filtered_data[, phospho_col + 2],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
477 loc_prob_filtered_data[, phospho_col + 3],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
478 loc_prob_filtered_data[, phospho_col + 4],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
479 loc_prob_filtered_data[, phospho_col + 5],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
480 loc_prob_filtered_data[, phospho_col + 6],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
481 loc_prob_filtered_data[, phospho_col + 7],
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
482 quant_data
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
483 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
484 colnames(metadata_df) <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
485 c(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
486 "Proteins",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
487 "Positions within proteins",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
488 "Leading proteins",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
489 "Protein",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
490 "Protein names",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
491 "Gene names",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
492 "Fasta headers",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
493 "Localization prob",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
494 "Number of Phospho (STY)",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
495 "Amino Acid",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
496 "Sequence window",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
497 "Modification window",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
498 "Peptide window coverage",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
499 "Phospho (STY) Probabilities",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
500 "Phospho (STY) Score diffs",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
501 "Position in peptide",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
502 colnames(quant_data)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
503 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
504 # 'phosphopeptide_func' generates a phosphopeptide sequence
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
505 # for each row of data.
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
506 # for the 'apply' function: MARGIN 1 == rows, 2 == columns, c(1, 2) = both
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
507 metadata_df$phosphopeptide <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
508 apply(X = metadata_df, MARGIN = 1, FUN = phosphopeptide_func)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
509 colnames(metadata_df)[1] <- "Phosphopeptide"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
510 # Move the quant data columns to the right end of the data.frame
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
511 metadata_df <- movetolast(metadata_df, c(colnames(quant_data)))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
512 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
513
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
514
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
515 # Write quantitative values for debugging purposes
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
516 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
517 quant_write <- cbind(metadata_df[, "Sequence window"], quant_data)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
518 colnames(quant_write)[1] <- "Sequence.Window"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
519 write.table(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
520 quant_write,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
521 file = quant_file_name,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
522 sep = "\t",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
523 quote = FALSE,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
524 col.names = TRUE,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
525 row.names = FALSE
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
526 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
527 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
528
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
529
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
530 # Make new data frame containing only Phosphopeptides
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
531 # that are to be mapped to quant data (merge_df)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
532 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
533 metadata_df <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
534 setDT(metadata_df, keep.rownames = TRUE) # row name will be used to map
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
535 merge_df <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
536 data.frame(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
537 as.integer(metadata_df$rn),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
538 metadata_df$phosphopeptide # row index to merge data frames
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
539 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
540 colnames(merge_df) <- c("rn", "Phosphopeptide")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
541 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
542
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
543
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
544 # Add Phosphopeptide column to quant columns for quality control checking
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
545 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
546 quant_data_qc <- as.data.frame(quant_data)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
547 setDT(quant_data_qc, keep.rownames = TRUE) # will use to match rowname to data
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
548 quant_data_qc$rn <- as.integer(quant_data_qc$rn)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
549 quant_data_qc <- merge(merge_df, quant_data_qc, by = "rn")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
550 quant_data_qc$rn <- NULL # remove rn column
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
551 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
552
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
553
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
554 # Collapse multiphosphorylated peptides
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
555 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
556 quant_data_qc_collapsed <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
557 data.table(quant_data_qc, key = "Phosphopeptide")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
558 quant_data_qc_collapsed <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
559 aggregate(. ~ Phosphopeptide, quant_data_qc, FUN = collapse_fn)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
560 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
561 print("quant_data_qc_collapsed")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
562 head(quant_data_qc_collapsed)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
563
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
564 # Compute (as string) % of phosphopeptides that are multiphosphorylated
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
565 # (for use in next step)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
566 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
567 pct_multiphos <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
568 (
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
569 nrow(quant_data_qc) - nrow(quant_data_qc_collapsed)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
570 ) / (2 * nrow(quant_data_qc))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
571 pct_multiphos <- sprintf("%0.1f%s", 100 * pct_multiphos, "%")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
572 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
573
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
574
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
575 # Compute and visualize breakdown of pY, pS, and pT before enrichment filter
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
576 # ---
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
577 py_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
578 quant_data_qc_collapsed[
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
579 str_detect(quant_data_qc_collapsed$Phosphopeptide, "pY"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
580 ]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
581 ps_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
582 quant_data_qc_collapsed[
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
583 str_detect(quant_data_qc_collapsed$Phosphopeptide, "pS"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
584 ]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
585 pt_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
586 quant_data_qc_collapsed[
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
587 str_detect(quant_data_qc_collapsed$Phosphopeptide, "pT"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
588 ]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
589
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
590 py_num <- nrow(py_data)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
591 ps_num <- nrow(ps_data)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
592 pt_num <- nrow(pt_data)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
593
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
594 # Visualize enrichment
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
595 enrich_graph_data <- data.frame(group = c("pY", "pS", "pT"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
596 value = c(py_num, ps_num, pt_num))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
597
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
598 enrich_graph_data <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
599 enrich_graph_data[
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
600 enrich_graph_data$value > 0,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
601 ]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
602
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
603 # Plot pie chart with legend
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
604 # start: https://stackoverflow.com/a/62522478/15509512
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
605 # refine: https://www.statology.org/ggplot-pie-chart/
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
606 # colors: https://colorbrewer2.org/#type=diverging&scheme=BrBG&n=8
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
607 slices <- enrich_graph_data$value
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
608 phosphoresidue <- enrich_graph_data$group
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
609 pct <- round(100 * slices / sum(slices))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
610 lbls <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
611 paste(enrich_graph_data$group, "\n", pct, "%\n(", slices, ")", sep = "")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
612 slc_ctr <- c()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
613 run_tot <- 0
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
614 for (p in pct) {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
615 slc_ctr <- c(slc_ctr, run_tot + p / 2.0)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
616 run_tot <- run_tot + p
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
617 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
618 lbl_y <- 100 - slc_ctr
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
619 df <-
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
620 data.frame(slices,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
621 pct,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
622 lbls,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
623 phosphoresidue = factor(phosphoresidue, levels = phosphoresidue))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
624 gigi <- ggplot(df
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
625 , aes(x = 1, y = pct, fill = phosphoresidue)) +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
626 geom_col(position = "stack", orientation = "x") +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
627 geom_text(aes(x = 1, y = lbl_y, label = lbls), col = "black") +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
628 coord_polar(theta = "y", direction = -1) +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
629 labs(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
630 x = NULL
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
631 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
632 y = NULL
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
633 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
634 title = "Percentages (and counts) of phosphosites, by type of residue"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
635 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
636 caption = sprintf(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
637 "Roughly %s of peptides have multiple phosphosites.",
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
638 pct_multiphos
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
639 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
640 ) +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
641 labs(x = NULL, y = NULL, fill = NULL) +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
642 theme_classic() +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
643 theme(
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
644 legend.position = "right"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
645 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
646 axis.line = element_blank()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
647 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
648 axis.text = element_blank()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
649 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
650 axis.ticks = element_blank()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
651 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
652 plot.title = element_text(hjust = 0.5)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
653 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
654 plot.subtitle = element_text(hjust = 0.5)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
655 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
656 plot.caption = element_text(hjust = 0.5)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
657 ,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
658 plot.title.position = "plot"
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
659 ) +
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
660 scale_fill_manual(breaks = phosphoresidue,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
661 values = c("#c7eae5", "#f6e8c3", "#dfc27d"))
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
662
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
663 pdf(enrich_graph_filename)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
664 print(gigi)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
665 dev.off()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
666 svg(enrich_graph_filename_svg)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
667 print(gigi)
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
668 dev.off()
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
669 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
670
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
671
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
672 # Filter phosphopeptides by enrichment
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
673 # --
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
674 if (enriched == "Y") {
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
675 quant_data_qc_enrichment <- quant_data_qc_collapsed[
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
676 str_detect(quant_data_qc_collapsed$Phosphopeptide, "pY"),
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
677 ]
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
galaxyp
parents:
diff changeset
678 } else if (enriched == "ST") {
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679 quant_data_qc_enrichment <- quant_data_qc_collapsed[
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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680 str_detect(quant_data_qc_collapsed$Phosphopeptide, "pS") |
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681 str_detect(quant_data_qc_collapsed$Phosphopeptide, "pT"),
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682 ]
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683 } else {
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684 print("Error in enriched variable. Set to either 'Y' or 'ST'")
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685 }
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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686 # ...
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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687
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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688 print("quant_data_qc_enrichment")
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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689 head(quant_data_qc_enrichment)
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690
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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691 # Write phosphopeptides filtered by enrichment
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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692 # --
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693 write.table(
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694 quant_data_qc_enrichment,
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695 file = output_filename,
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696 sep = "\t",
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697 quote = FALSE,
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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698 row.names = FALSE
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699 )
8dfd5d2b5903 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 3a7b3609d6e514c9e8f980ecb684960c6b2252fe
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700 # ...