Mercurial > repos > jfb > commonality_finder

FirstSubstrateSet<- read.csv("input1.csv", stringsAsFactors=FALSE, header = FALSE)
Firstsubbackfreq<- read.csv("input2.csv", header=FALSE, stringsAsFactors=FALSE)
SubstrateHeader<-FirstSubstrateSet[1,]
FirstSubstrateSet<- FirstSubstrateSet[2:nrow(FirstSubstrateSet),]

SecondSubstrateSet<- read.csv("input3.csv", stringsAsFactors=FALSE, header = FALSE)
Secondsubbackfreq<- read.csv("input4.csv", header=FALSE, stringsAsFactors=FALSE)
SecondSubstrateSet<- SecondSubstrateSet[2:nrow(SecondSubstrateSet),]


ThirdSubstrateSet<- read.csv("input5.csv", stringsAsFactors=FALSE, header = FALSE)
Thirdsubbackfreq<- read.csv("input6.csv", header=FALSE, stringsAsFactors=FALSE)
ThirdSubstrateSet<- ThirdSubstrateSet[2:nrow(ThirdSubstrateSet),]


#ff you want ONLY FULL MOTIFS, put "YES" here, please use all caps
FullMotifsOnly_questionmark<-"NO"
#If you want ONLY TRUNCATED MOTIFS, put "YES" here, please use all caps
TruncatedMotifsOnly_questionmark<-"NO"
#if you want to find the overlap, put a "YES" here (all caps), if you want to find the non-overlap, put "NO" (all caps)
Are_You_Looking_For_Commonality<-"YES"


#then put the names of your output files here
Shared_motifs_table<-"sharedmotifs.csv"
Shared_subbackfreq_table<-"sharedSBF.csv"

# Shared_motifs_table<-"Shared motifs 7-27-17.csv"
# Shared_subbackfreq_table<-"SubstrateBackgrounFrequency-for-shared-motifs 4 7-27-17.csv"

First_unshared_motifs_table<-"R1 substrates.csv"
First_unshared_subbackfreq<-"R1 SBF.csv"

Second_unshared_motifs_table<-"R2 subs.csv"
Second_unshared_subbackfreq<-"R2 SBf.csv"

Third_unshared_motifs_table<-"R3 subs.csv"
Third_unshared_subbackfreq<-"R3 SBF.csv"

#final note, this code is going to be unworkable if you want to make a Venn diagram of more than 3 circles.  I think I'll poke around
#other languages to see if any of them can do it.
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FirstxY<-rep("xY",times=nrow(FirstSubstrateSet))
FirstSubstrateSet[,11]<-FirstxY

SecondxY<-rep("xY",times=nrow(SecondSubstrateSet))
SecondSubstrateSet[,11]<-SecondxY

ThirdxY<-rep("xY",times=nrow(ThirdSubstrateSet))
ThirdSubstrateSet[,11]<-ThirdxY


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# better version of this code written in C: what happens when two kinases share a motif, but they found that motif in two
# separate proteins thus two separate accession numbers?
# It should actually output the shared motif and BOTH accession numbers.  Right now it does not, it only maps out the second
# accession number.  So that needs to be fixed BUT you need to keep the commonality between a motif and its accession number
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#Create the motif sets, deciding wether or not you're looking for truncated or full here
#full only
if (Are_You_Looking_For_Commonality=="YES"){


  ###############################################
  #ALL motifs, full and truncated

    FTLwtmotifs=matrix(,nrow = nrow(FirstSubstrateSet),ncol=1)
    FTLwtAccessionNumbers=matrix(data = Firstsubbackfreq[1,],ncol=1)

    for (i in 1:nrow(FirstSubstrateSet)){
      FTLwtletters<-FirstSubstrateSet[i,4:18]
      FTLwtletters<-FTLwtletters[FTLwtletters !="XXXXX"]
      FTLwtletters<-paste(FTLwtletters, sep="", collapse="")
      leftspaces<-c()
      rightspaces<-c()

      YYYmotif <- unlist(strsplit(FTLwtletters, split = ""))
      YYYposition <- match(x = "x", table = YYYmotif)
      #position itself tells me how much is to the left of that X by what it's number is.  x at position 4 tells me that there are
      #just 3 letters to the left of x

      YYYLettersToTheLeft <- YYYposition - 1
      #how many letters to the right SHOULD just be length(motif)-position-1 if it's 5 long and x is at 3 then Y is at 4 and there is
      #just 1 spot to the right of Y so LettersToTheRight<-1 because 5-3-1=1
      YYYLettersToTheRight <- length(YYYmotif) - YYYposition - 1
      #then sanity check, we're currently looking only at +/-4, but this spot allows for up to +/- 7 as well, just depends on what the
      #variable the user puts in is


      if (YYYLettersToTheLeft < 7 | YYYLettersToTheRight < 7) {
        leftspaces<-rep(" ",times=(7-YYYLettersToTheLeft))
        rightspaces<-rep(" ",times=7-(YYYLettersToTheRight))
        #add blank spaces if the motif has less than 4 letters to the left/right
        motif<-c(leftspaces,YYYmotif,rightspaces)
        #save that motif, which is the Y and +/- 4 amino acids, including truncation
        motif<-motif[!motif %in% "x"]
        motif<-paste(motif, sep="", collapse="")
        FTLwtletters<-motif
        FTLwtmotifs[i,1]<-FTLwtletters
        # FTLwtAccessionNumbers[i,1]<-FirstSubstrateSet[i,3]
      }

      if(YYYLettersToTheLeft>6 && YYYLettersToTheRight>6){
        motif<-YYYmotif
        #add blank spaces if the motif has less than 4 letters to the left/right
        motif<-c(leftspaces,YYYmotif,rightspaces)
        #save that motif, which is the Y and +/- 4 amino acids, including truncation
        motif<-motif[!motif %in% "x"]
        motif<-paste(motif, sep="", collapse="")
        FTLwtletters<-motif
        FTLwtmotifs[i,1]<-FTLwtletters
        # FTLwtAccessionNumbers[i,1]<-FirstSubstrateSet[i,3]


      }

    }

    D835Ymotifs=matrix(,nrow = nrow(SecondSubstrateSet),ncol=1)
    D835YAccessionNumbers<-matrix(data = Secondsubbackfreq[1,],ncol = 1)

    for (i in 1:nrow(SecondSubstrateSet)){
      D835letters<-SecondSubstrateSet[i,4:18]
      D835letters<-D835letters[D835letters !="XXXXX"]
      D835letters<-paste(D835letters, sep="", collapse="")
      leftspaces<-c()
      rightspaces<-c()

      YYYmotif <- unlist(strsplit(D835letters, split = ""))
      YYYposition <- match(x = "x", table = YYYmotif)
      #position itself tells me how much is to the left of that X by what it's number is.  x at position 4 tells me that there are
      #just 3 letters to the left of x

      YYYLettersToTheLeft <- YYYposition - 1
      #how many letters to the right SHOULD just be length(motif)-position-1 if it's 5 long and x is at 3 then Y is at 4 and there is
      #just 1 spot to the right of Y so LettersToTheRight<-1 because 5-3-1=1
      YYYLettersToTheRight <- length(YYYmotif) - YYYposition - 1
      #then sanity check, we're currently looking only at +/-4, but this spot allows for up to +/- 7 as well, just depends on what the
      #variable the user puts in is
      if (YYYLettersToTheLeft < 7 | YYYLettersToTheRight < 7) {
        leftspaces<-rep(" ",times=(7-YYYLettersToTheLeft))
        rightspaces<-rep(" ",times=7-(YYYLettersToTheRight))
        #add blank spaces if the motif has less than 4 letters to the left/right
        motif<-c(leftspaces,YYYmotif,rightspaces)
        #save that motif, which is the Y and +/- 4 amino acids, including truncation
        motif<-motif[!motif %in% "x"]
        motif<-paste(motif, sep="", collapse="")
        D835letters<-motif
        D835Ymotifs[i,1]<-D835letters
        D835YAccessionNumbers[i,1]<-FirstSubstrateSet[i,3]
      }

      if(YYYLettersToTheLeft>6 && YYYLettersToTheRight>6){
        motif<-YYYmotif
        #add blank spaces if the motif has less than 4 letters to the left/right
        motif<-c(leftspaces,YYYmotif,rightspaces)
        #save that motif, which is the Y and +/- 4 amino acids, including truncation
        motif<-motif[!motif %in% "x"]
        motif<-paste(motif, sep="", collapse="")
        D835letters<-motif
        D835Ymotifs[i,1]<-D835letters
        D835YAccessionNumbers[i,1]<-FirstSubstrateSet[i,3]
      }
    }


    ITDmotifs=matrix(,nrow = nrow(ThirdSubstrateSet),ncol=1)
    ITDAccessionNumbers<-matrix(data = Thirdsubbackfreq[1,],ncol = 1)

    for (i in 1:nrow(ThirdSubstrateSet)){
      ITDletters<-ThirdSubstrateSet[i,4:18]
      ITDletters<-ITDletters[ITDletters !="XXXXX"]
      ITDletters<-paste(ITDletters, sep="", collapse="")
      YYYmotif <- unlist(strsplit(ITDletters, split = ""))
      leftspaces<-c()
      rightspaces<-c()
      YYYposition <- match(x = "x", table = YYYmotif)
      #position itself tells me how much is to the left of that X by what it's number is.  x at position 4 tells me that there are
      #just 3 letters to the left of x

      YYYLettersToTheLeft <- YYYposition - 1
      #how many letters to the right SHOULD just be length(motif)-position-1 if it's 5 long and x is at 3 then Y is at 4 and there is
      #just 1 spot to the right of Y so LettersToTheRight<-1 because 5-3-1=1
      YYYLettersToTheRight <- length(YYYmotif) - YYYposition - 1
      #then sanity check, we're currently looking only at +/-4, but this spot allows for up to +/- 7 as well, just depends on what the
      #variable the user puts in is
      if (YYYLettersToTheLeft < 7 | YYYLettersToTheRight < 7) {
        leftspaces<-rep(" ",times=(7-YYYLettersToTheLeft))
        rightspaces<-rep(" ",times=7-(YYYLettersToTheRight))
        #add blank spaces if the motif has less than 4 letters to the left/right
        motif<-c(leftspaces,YYYmotif,rightspaces)
        #save that motif, which is the Y and +/- 4 amino acids, including truncation
        motif<-motif[!motif %in% "x"]
        motif<-paste(motif, sep="", collapse="")
        ITDletters<-motif
        ITDmotifs[i,1]<-ITDletters
        ITDAccessionNumbers[i,1]<-FirstSubstrateSet[i,3]
      }

      if(YYYLettersToTheLeft>6 && YYYLettersToTheRight>6){
        motif<-YYYmotif
        #add blank spaces if the motif has less than 4 letters to the left/right
        motif<-c(leftspaces,YYYmotif,rightspaces)
        #save that motif, which is the Y and +/- 4 amino acids, including truncation
        motif<-motif[!motif %in% "x"]
        motif<-paste(motif, sep="", collapse="")
        ITDletters<-motif
        ITDmotifs[i,1]<-ITDletters
        ITDAccessionNumbers[i,1]<-FirstSubstrateSet[i,3]
      }
    }

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  #now look for either commonality or difference.  Actually could you look for both...

  if (Are_You_Looking_For_Commonality=="YES"){

    columnalheader<-c(as.character(Thirdsubbackfreq[1:36,1]))
    columnalheader<-matrix(columnalheader,nrow = 1)

    SubstrateOverlap1<-intersect(D835Ymotifs,ITDmotifs)
    SubstrateOverlap1<-as.matrix(SubstrateOverlap1)


    columnalheader<-c(rep(NA,36))
    FinalMatrix<-matrix(data =columnalheader,ncol = 1)

    SubstrateOverlapFINAL<-intersect(FTLwtmotifs,SubstrateOverlap1)
    AccessionOverlap1<-intersect(D835YAccessionNumbers,ITDAccessionNumbers)
    AccessionOverlapFinal<-intersect(AccessionOverlap1,FTLwtAccessionNumbers)
    AccessionOverlapFinal<-unlist(AccessionOverlapFinal)

    for (x in 1:length(AccessionOverlapFinal)) {
      for (y in 1:ncol(Firstsubbackfreq)) {
        Acc<-AccessionOverlapFinal[x]
        SBF<-Firstsubbackfreq[1,y]
        if(Acc==SBF){
          FinalMatrix<-cbind(FinalMatrix,Firstsubbackfreq[,y])
        }
      }
    }
    FinalMatrix<-FinalMatrix[,2:ncol(FinalMatrix)]
    Outputmatrix<-cbind(Firstsubbackfreq[,1],FinalMatrix)
    write.table(x=Outputmatrix,file = Shared_subbackfreq_table,quote = FALSE,sep = ",",row.names = FALSE,col.names = FALSE,na="")

    SubstrateMatrix<-SubstrateHeader
    if(ncol(SubstrateMatrix)>18){
      SubstrateMatrix<-SubstrateMatrix[,1:18]
    }

    for (z in 1:length(SubstrateOverlapFINAL)) {
      motif<-SubstrateOverlapFINAL[z]
      newmotif<-unlist(strsplit(motif,split = ""))

      Addition<-""
      outputmotif<-c(Addition,Addition,Addition,newmotif)
      SubstrateMatrix<-rbind(SubstrateMatrix,outputmotif)
    }
    write.table(x=SubstrateMatrix,file = Shared_motifs_table,quote = FALSE,sep = ",",row.names = FALSE,col.names = FALSE,na="")
  }
}