Mercurial > repos > jfb > commonality_finder
view C and D finder/commonality-working jul 13 2020.R @ 4:830e8dc3acac draft default tip
Uploaded
author | jfb |
---|---|
date | Tue, 14 Jul 2020 19:51:12 -0400 |
parents | |
children |
line wrap: on
line source
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),] if(nrow(Firstsubbackfreq[1,]>35)){ if(grepl(pattern = "Properties", x=Firstsubbackfreq[1,22])){ Firstsubbackfreq<-t(Firstsubbackfreq) } } SecondSubstrateSet<- read.csv("input3.csv", stringsAsFactors=FALSE, header = FALSE) Secondsubbackfreq<- read.csv("input4.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("input5.csv", stringsAsFactors=FALSE, header = FALSE) Thirdsubbackfreq<- read.csv("input6.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) } } #the above three sections bring in the input files and ensure they are properly aligned. The if statements align them if they are misaligned 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" #the above 4 sections create the names of the output files that this tool can create 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 #for each input file, mark the phospho-Tyrosine (which is always housed in column 11) #with an xY to denote that is it a phospho and not regular tyrosine #currently the substrates are a dataframe with many values, I want to collapse each substrate into a single variable, #but if I simply use the paste() function then I lose any information about whether the substrate was truncated on the C or N terminal. #so the for loops below then are constructed so as to retain that information on how any substrate is truncated. FTLwtmotifs=matrix(,nrow = nrow(FirstSubstrateSet),ncol=1) FTLwtAccessionNumbers=matrix(data = Firstsubbackfreq[1,],ncol=1) #create the vectors which will house the first set of substrates and the first set of accession numbers 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 YYYLettersToTheRight <- length(YYYmotif) - 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 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 } 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 } } D835Ymotifs=matrix(,nrow = nrow(SecondSubstrateSet),ncol=1) D835YAccessionNumbers<-matrix(data = Secondsubbackfreq[1,],ncol = 1) #vectors to house the second set of substrates and accession numbers 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 } 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 } } ITDmotifs=matrix(,nrow = nrow(ThirdSubstrateSet),ncol=1) ITDAccessionNumbers<-matrix(data = Thirdsubbackfreq[1,],ncol = 1) #third set of substrates and accession numbers 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] } } SubstrateOverlap1<-intersect(D835Ymotifs,ITDmotifs) SubstrateOverlap1<-as.matrix(SubstrateOverlap1) SubstrateOverlapFINAL<-intersect(FTLwtmotifs,SubstrateOverlap1) #this tool is essentially looking for the intersection of three sets, and to do so it performs 1 intersection at a time #this find the intersection of the substrate sets AccessionOverlap1<-intersect(D835YAccessionNumbers,ITDAccessionNumbers) AccessionOverlapFinal<-intersect(AccessionOverlap1,FTLwtAccessionNumbers) AccessionOverlapFinal<-unlist(AccessionOverlapFinal) #this tool is essentially looking for the intersection of three sets, and to do so it performs 1 intersection at a time #this find the intersection of the accession number sets 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]) } } } #for every accession number, go back to the original substrate background frequency file and find the protein statistics associated with that number #columnbind all those protein statistics together FinalMatrix<-FinalMatrix[,2:ncol(FinalMatrix)] #write all files, in the proper format so that the files coming out look like the files coming in 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="")