Mercurial > repos > davidvanzessen > argalaxy_tools
comparison report_clonality/RScript.r @ 43:2325074a8461 draft
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author | davidvanzessen |
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date | Thu, 26 Oct 2017 09:58:05 -0400 |
parents | 9a47d7a552d6 |
children | 1d8728f3ff37 |
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42:9a47d7a552d6 | 43:2325074a8461 |
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986 # ---------------------- AA median CDR3 length ---------------------- | 986 # ---------------------- AA median CDR3 length ---------------------- |
987 | 987 |
988 median.aa.l = data.frame(data.table(PRODF)[, list(median=as.double(median(as.numeric(.SD$CDR3.Length, na.rm=T), na.rm=T))), by=c("Sample")]) | 988 median.aa.l = data.frame(data.table(PRODF)[, list(median=as.double(median(as.numeric(.SD$CDR3.Length, na.rm=T), na.rm=T))), by=c("Sample")]) |
989 write.table(median.aa.l, "AAMedianBySample.txt" , sep="\t",quote=F,na="-",row.names=F,col.names=F) | 989 write.table(median.aa.l, "AAMedianBySample.txt" , sep="\t",quote=F,na="-",row.names=F,col.names=F) |
990 | 990 |
991 | 991 if(clonaltype != "none"){ |
992 #generate the "Sequences that are present in more than one replicate" dataset | 992 #generate the "Sequences that are present in more than one replicate" dataset |
993 clonaltype.in.replicates = inputdata | 993 clonaltype.in.replicates = inputdata |
994 clonaltype.in.replicates = clonaltype.in.replicates[clonaltype.in.replicates$Functionality %in% c("productive (see comment)","productive"),] | 994 clonaltype.in.replicates = clonaltype.in.replicates[clonaltype.in.replicates$Functionality %in% c("productive (see comment)","productive"),] |
995 clonaltype.in.replicates = clonaltype.in.replicates[!(is.na(clonaltype.in.replicates$ID) | is.na(clonaltype.in.replicates$Top.V.Gene) | is.na(clonaltype.in.replicates$Top.J.Gene)),] | 995 clonaltype.in.replicates = clonaltype.in.replicates[!(is.na(clonaltype.in.replicates$ID) | is.na(clonaltype.in.replicates$Top.V.Gene) | is.na(clonaltype.in.replicates$Top.J.Gene)),] |
996 clonaltype = unlist(strsplit(clonaltype, ",")) | 996 clonaltype = unlist(strsplit(clonaltype, ",")) |
997 | 997 |
998 clonaltype.in.replicates$clonaltype = do.call(paste, c(clonaltype.in.replicates[c(clonaltype, "Replicate")], sep = ":")) | 998 clonaltype.in.replicates$clonaltype = do.call(paste, c(clonaltype.in.replicates[paste_columns], sep = ":")) |
999 | 999 |
1000 clonaltype.in.replicates = clonaltype.in.replicates[!duplicated(clonaltype.in.replicates$clonaltype),] | 1000 clonaltype.in.replicates = clonaltype.in.replicates[!duplicated(clonaltype.in.replicates$clonaltype),] |
1001 | 1001 |
1002 clonaltype = clonaltype[-which(clonaltype == "Sample")] | 1002 clonaltype = clonaltype[-which(clonaltype == "Sample")] |
1003 | 1003 |
1004 clonaltype.in.replicates$clonaltype = do.call(paste, c(clonaltype.in.replicates[clonaltype], sep = ":")) | 1004 clonaltype.in.replicates$clonaltype = do.call(paste, c(clonaltype.in.replicates[clonaltype], sep = ":")) |
1005 clonaltype.in.replicates = clonaltype.in.replicates[,c("clonaltype","Replicate", "ID", "Sequence", "Sample")] | 1005 clonaltype.in.replicates = clonaltype.in.replicates[,c("clonaltype","Replicate", "ID", "Sequence", "Sample")] |
1006 | 1006 |
1007 | 1007 |
1008 write.table(clonaltype.in.replicates, "clonaltypes_replicates_before_table.txt" , sep="\t",quote=F,na="-",row.names=F,col.names=T) | 1008 write.table(clonaltype.in.replicates, "clonaltypes_replicates_before_table.txt" , sep="\t",quote=F,na="-",row.names=F,col.names=T) |
1009 | 1009 |
1010 clonaltype.counts = data.frame(table(clonaltype.in.replicates$clonaltype)) | 1010 clonaltype.counts = data.frame(table(clonaltype.in.replicates$clonaltype)) |
1011 | 1011 |
1012 write.table(clonaltype.counts, "clonaltypes_counts.txt" , sep="\t",quote=F,na="-",row.names=F,col.names=T) | 1012 write.table(clonaltype.counts, "clonaltypes_counts.txt" , sep="\t",quote=F,na="-",row.names=F,col.names=T) |
1013 | 1013 |
1014 names(clonaltype.counts) = c("clonaltype", "coincidence") | 1014 names(clonaltype.counts) = c("clonaltype", "coincidence") |
1015 | 1015 |
1016 clonaltype.counts = clonaltype.counts[clonaltype.counts$coincidence > 1,] | 1016 clonaltype.counts = clonaltype.counts[clonaltype.counts$coincidence > 1,] |
1017 | 1017 |
1018 clonaltype.in.replicates = clonaltype.in.replicates[clonaltype.in.replicates$clonaltype %in% clonaltype.counts$clonaltype,] | 1018 clonaltype.in.replicates = clonaltype.in.replicates[clonaltype.in.replicates$clonaltype %in% clonaltype.counts$clonaltype,] |
1019 clonaltype.in.replicates = merge(clonaltype.in.replicates, clonaltype.counts, by="clonaltype") | 1019 clonaltype.in.replicates = merge(clonaltype.in.replicates, clonaltype.counts, by="clonaltype") |
1020 clonaltype.in.replicates = clonaltype.in.replicates[order(-clonaltype.in.replicates$coincidence, clonaltype.in.replicates$clonaltype, clonaltype.in.replicates$Replicate),c("coincidence","clonaltype", "Sample", "Replicate", "ID", "Sequence")] | 1020 clonaltype.in.replicates = clonaltype.in.replicates[order(-clonaltype.in.replicates$coincidence, clonaltype.in.replicates$clonaltype, clonaltype.in.replicates$Replicate),c("coincidence","clonaltype", "Sample", "Replicate", "ID", "Sequence")] |
1021 | 1021 |
1022 | 1022 |
1023 write.table(clonaltype.in.replicates, "clonaltypes_replicates.txt" , sep="\t",quote=F,na="-",row.names=F,col.names=T) | 1023 write.table(clonaltype.in.replicates, "clonaltypes_replicates.txt" , sep="\t",quote=F,na="-",row.names=F,col.names=T) |
1024 | 1024 } else { |
1025 | 1025 cat("No clonaltype", file="clonaltypes_replicates_before_table.txt") |
1026 | 1026 cat("No clonaltype", file="clonaltypes_counts.txt") |
1027 | 1027 cat("No clonaltype", file="clonaltypes_replicates.txt") |
1028 | 1028 } |
1029 | 1029 |
1030 | 1030 |
1031 | 1031 |
1032 | 1032 |
1033 | 1033 |
1034 | 1034 |
1035 | 1035 |
1036 | 1036 |
1037 | 1037 |
1038 | 1038 |
1039 | 1039 |
1040 | 1040 |
1041 | 1041 |
1042 | 1042 |
1043 | 1043 |
1044 | 1044 |
1045 | 1045 |
1046 | 1046 |
1047 | |
1048 | |
1049 | |
1050 | |
1051 |