Multi-sample Heatmap from GRange
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Danny • 0
@danny-18782
Last seen 5.4 years ago

I have a file comprised of with multiple (thousands) of single-molecule reads, and a score for multiple k-mers in each of these reads.

chr start end read score

1 500 505 read1 5

1 5010 515 read1 8

1 501 506 read2 2

1 520 525 read2 -3

I would like to make a heatmap where each read is a row and the position along the chromosome is the column. I've imported it into a GRange object, and can easily split it by read-name in a loop, but is there an easy way to make a heatmap or a matrix from it? All the reads cover different (sometimes overlapping) parts of the same genomic region.

Thanks

Danny

 

 

GRange • 598 views
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@james-w-macdonald-5106
Last seen 11 minutes ago
United States

You should probably use Gviz for that. See the vignette and help page for DataTrack.

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