Masking repeats in ATAC-seq data
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6.6 years ago
rbronste ▴ 420

Wanted to get some opinions about masking repeats during differential peak calling for ATAC-seq or other open chromatin datasets, is this advised and if so what is a good strategy? Thanks.

ATAC-seq repeats DESeq • 1.8k views
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I haven't seen a pipeline that does. ENCODE has a blacklist of regions which are typically excluded. I'd suggest looking over their pipeline:

https://github.com/kundajelab/atac_dnase_pipelines

I also have a more streamlined pipeline based on the ENCODE pipeline:

https://github.com/mforde84/ATACseq-analysis-pipeline

If you really want to exclude these regions, you could use dustmasker to identify intervals of interest / low complexity, then exclude associated tags corresponding to those genomic intervals.

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