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Number of cell types required

Open lucygarner opened this issue 6 years ago • 1 comments

How many cell types are required for haystack_bio to provide accurate and reliable results? For example, I have ATAC-seq and RNA-seq data on three cell types? Would this be sufficient for running haystack_bio?

lucygarner avatar Nov 15 '18 12:11 lucygarner

Should be sufficient. That said, at one step of the pipeline a measure of signal variability is computed to determine the hotspot regions, but with a small sample size (e.g. 3), the variance of this variability measure is high, so I would chose a more conservative threshold to select them.

rfarouni avatar Nov 15 '18 16:11 rfarouni