annotate clean_rm_output.R @ 0:ea6a3059a6af draft

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author petr-novak
date Mon, 18 Oct 2021 11:01:20 +0000
parents
children 814cba36e435
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1 #!/usr/bin/env Rscript
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2 suppressPackageStartupMessages(library(rtracklayer))
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3
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4 gff_cleanup = function(gff){
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5 ## remove overlapin annotation track - assign new annot
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6 gff_disjoin = disjoin(gff, with.revmap=TRUE)
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7 ## append annotation:
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8 gff_names = mclapply(as.list(gff_disjoin$revmap), FUN = function(x)gff$Name[x], mc.cores = 8)
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9 gff_strands = mclapply(as.list(gff_disjoin$revmap), FUN = function(x)strand(gff[x]), mc.cores = 8)
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10 new_annot = sapply(sapply(gff_names, unique), paste, collapse="|")
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11 new_annot_uniq = unique(new_annot)
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12 lca_annot = sapply(strsplit(new_annot_uniq, "|", fixed = TRUE), resolve_name)
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13 names(lca_annot) = new_annot_uniq
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14 new_annot_lca = lca_annot[new_annot]
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15 #new_annot_lca = sapply(sapply(gff_names, unique), resolve_name)
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16 strand_attribute = sapply(sapply(gff_strands, unique), paste, collapse="|")
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17 gff_disjoin$strands=strand_attribute
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18 gff_disjoin$source="RM"
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19 gff_disjoin$type="repeat"
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20 gff_disjoin$score=NA
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21 gff_disjoin$phase=NA
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22 gff_disjoin$Name=new_annot_lca
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23 gff_disjoin$Original_names=new_annot
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24 gff_disjoin$revmap=NULL
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25 return(gff_disjoin)
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26 }
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27
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28 resolve_name=function(x){
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29 if (length(x)==1){
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30 # no conflict
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31 return(x)
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32 } else{
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33 y = sapply(x, strsplit, split="/", fixed = TRUE)
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34 ny = table(unlist(sapply(y, function(x)paste(seq_along(x),x))))
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35 if (max(ny)<length(x)){
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36 return("Unknown")
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37 }else{
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38 k = which(ny==length(x))
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39 r = max(as.numeric((gsub(" .+","",names(k)))))
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40 out = paste(y[[1]][1:r], collapse="/")
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41 return(out)
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42 }
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43 }
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44 }
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45
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46
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47
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48 infile = commandArgs(T)[1]
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49 outfile = commandArgs(T)[2]
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50
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51 ## infile = "./test_data/raw_rm.out"
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52
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53 rm_out = read.table(infile, as.is=TRUE, sep="", skip = 2, fill=TRUE, header=FALSE)
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54
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55 gff = GRanges(seqnames = rm_out$V5, ranges = IRanges(start = rm_out$V6, end=rm_out$V7))
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56
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57 # repeat class after # symbol - syntax 1
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58 gff$Name=rm_out$V11
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59
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60 ## is repeat type is specifies by double underscore:
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61 ## then rm_out$V11 is unspecified
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62 if (any(rm_out$V11 == "Unspecified")){
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63 ## set Name from prefix
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64 ## TODO
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65 inc = rm_out$V11 == "Unspecified"
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66 Name = gsub("__.+","",rm_out$V10)
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67 # chanche Usnpsecified to new name
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68 gff$Name[inc] = Name
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69 }
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71
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72 ## join neighbors with the same annotation, disregard strand!
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73 result <- unlist(reduce(split(gff, gff$Name)))
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74
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75 result$Name <- names(result)
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76
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77 result_clean = gff_cleanup(result)
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78
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79 ## TODO
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80 ## identify conflicting annotation, replace by LCA but keep origin list of classifications
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81
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82 gff_out = sortSeqlevels(result_clean)
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83 gff_out = sort(gff_out)
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84 gff_out$type = "repeat_region"
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85 gff_out$source = "RepeatMasker_parsed"
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86 gff_out$ID=paste0(gff_out$Name, "_", seq_along(gff_out$Name))
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87 export(gff_out, format = "gff3", con=outfile)
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88
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