Mercurial > repos > jfb > commonality_finder
diff C and D finder/commonality-working feb 21 20.R @ 2:a20e7cc7e0c9 draft
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author | jfb |
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date | Fri, 21 Feb 2020 16:38:55 -0500 |
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children | 6eacb089b655 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/C and D finder/commonality-working feb 21 20.R Fri Feb 21 16:38:55 2020 -0500 @@ -0,0 +1,302 @@ +FirstSubstrateSet<- read.csv("r1sub.csv", stringsAsFactors=FALSE, header = FALSE) +Firstsubbackfreq<- read.csv("r1sbf.csv", header=FALSE, stringsAsFactors=FALSE) +SubstrateHeader<-FirstSubstrateSet[1,] +FirstSubstrateSet<- FirstSubstrateSet[2:nrow(FirstSubstrateSet),] +if(nrow(Firstsubbackfreq[1,]>35)){ + if(grepl(pattern = "Properties", x=Firstsubbackfreq[1,22])){ + Firstsubbackfreq<-t(Firstsubbackfreq) + } +} + + +SecondSubstrateSet<- read.csv("r1sub.csv", stringsAsFactors=FALSE, header = FALSE) +Secondsubbackfreq<- read.csv("r1sbf.csv", header=FALSE, stringsAsFactors=FALSE) +SecondSubstrateSet<- SecondSubstrateSet[2:nrow(SecondSubstrateSet),] +if(nrow(Secondsubbackfreq[1,]>35)){ + if(grepl(pattern = "Properties", x=Secondsubbackfreq[1,22])){ + Secondsubbackfreq<-t(Secondsubbackfreq) + } +} + + +ThirdSubstrateSet<- read.csv("r2sub.csv", stringsAsFactors=FALSE, header = FALSE) +Thirdsubbackfreq<- read.csv("r2sbf.csv", header=FALSE, stringsAsFactors=FALSE) +ThirdSubstrateSet<- ThirdSubstrateSet[2:nrow(ThirdSubstrateSet),] +if(nrow(Thirdsubbackfreq[1,]>35)){ + if(grepl(pattern = "Properties", x=Thirdsubbackfreq[1,22])){ + Thirdsubbackfreq<-t(Thirdsubbackfreq) + } +} + + + + +#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. +#################################################################################################################################### + + + + + +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 + + + + + + + + + + + +#################################################################################################################################### +#################################################################################################################################### +# 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 +#################################################################################################################################### +#################################################################################################################################### +#################################################################################################################################### +#################################################################################################################################### + +#Create the motif sets, deciding wether or not you're looking for truncated or full here +#full only + +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] + } +} + +############################################################################################################################# +############################################################################################################################# +############################################################################################################################# +############################################################################################################################# +############################################################################################################################# + +#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)] + + if(grepl(pattern = "Properties", x=FinalMatrix[22,1])==FALSE){ + Outputmatrix<-cbind(Firstsubbackfreq[,1],FinalMatrix) + write.table(x=Outputmatrix,file = Shared_subbackfreq_table,quote = FALSE,sep = ",",row.names = FALSE,col.names = FALSE,na="") + } else { + write.table(x=FinalMatrix,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="") +}