ChIP-seq enrichment over specific genes
1
0
Entering edit mode
5.8 years ago

I'm wondering if anyone knows a good program, perhaps on Bioconductor, that will help determine ChIP-seq enrichment over particular genes (would be wonderful if they would also be able to bin that enrichment over gene compartments like promotors, introns, etc.). For example, if I knock down a histone regulator, I'd like to show over specific genes that the mark is reduced in treatment vs control samples. Of course, I'd be happy to do this manually (i.e., making a box plot in R after calling ChIP-seq peaks, though I'm not sure what value would be best to plot), but Bioconductor packages do tend to be a bit more user-friendly for programming newbies like myself. Thanks in advance!

ChIP-Seq • 1.4k views
ADD COMMENT
1
Entering edit mode

Why don't you perform a standard differential analysis, e.g. with DiffBind or csaw, and then check if the histone mark is significantly depleted at these genes (or its promoters). To illustrate this, I would probably plot the log2 read counts or the enrichments over input over these regions as a boxplot, one box per condition.

ADD REPLY
0
Entering edit mode
5.8 years ago

If you have gene mappings, there may still be use for relatively standard gene enrichment tools (Enrichr, GATHER, DAVID, etc.)

Strictly speaking, I believe these programs are designed for ChIP-Seq enrichment:

GREAT

ChIP-Enrich: web-interface or Bioconductor package

However, if downstream targets are included among "sets of genes," I think the motif enrichment programs could also be useful:

i-cisTarget

HOMER

MEME Suite - includes GOMo for GO Motif analysis

Cistrome (SeqPos)

ADD COMMENT

Login before adding your answer.

Traffic: 1691 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6