The coordinate system problem about DiffBind output
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@shangguandong1996-21805
Last seen 17 months ago
China

Hello, Dr Stark. Recently, I am learning some knowlege about coordinate system of zero based and one based. And It reminds me that I often do some format change in DiffBind :). Just like

1. change the merged coordinate into bed format

dba_meta <- dba(minOverlap = 1, sampleSheet = sample_info)
> dba_meta$merged[1:10,]
   CHR START   END
1    1    30   875
2    1  1392  1953
3    1  2164  3625
4    1  8268  8966
5    1 13654 14698
6    1 16512 16931
7    1 20391 21655
8    1 22671 23272
9    1 33104 33997
10   1 37785 38663
merge_peak <- as.data.frame(dba_meta$merged)
merge_peak$CHR <- gsub("(\\d+)","Chr\\1",merge_peak$CHR,perl = T)
merge_peak$name <- paste0("WFX_peak_",1:dim(merge_peak)[1])
merge_peak$scores <- "."
merge_peak$strands <- "."
write.table(format(merge_peak,scientific=FALSE),
            file = "result/processed_result/merge_peak.bed",
            quote = F,sep = "\t",
            row.names = F,col.names = F,
            )

2. And annote dba_report ouput using ChIPseeker::AnnotatePeak

 dba_report_all <- dba.report(dba_diff,th = 1)

 peakAnno <- annotatePeak(dba_report_all,
                           TxDb = TxDb.Athaliana.BioMart.plantsmart28,
                           level = "gene")

I noticed the DiffBind will first merge the Peakset from samples and change into GRange, But I not sure the dba_meta$merged is 0-based or 1-based. I do find the start of dba_meta$merged is the same as the start of dba_report GRange, So the output of Diffbind is all 1-based?

Sorry to bother you. Best wishes

Guandong Shang

diffbind Rory Stark coordinate • 829 views
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Rory Stark ★ 5.1k
@rory-stark-5741
Last seen 4 days ago
Cambridge, UK

DiffBind assumes that the data provided it (peak intervals and aligned reads) are all using the same coordinate basis and maintains whatever values are supplied.

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Thanks for your reply! MACS2 produced peak is 0-based while the GRange is 1-based. But the start and end in dba_meta$merged is the same as the GRange start and end in dba_report. So the 0-1 transformed occurs in the narrowPeak -> dba_meta$merged?

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