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how to extract the promoter region from featureCounts output?

Here is what I plan to do:

  1. map reads to ref
  2. count reads by featureCounts
  3. get DEG by edgeR
  4. extract -1000 bp promoter region of DEG

now I'm at step 2. After I get the count file, I found some genes have more than one start sites in the 'Start' column in featureCounts output file. Like:

Geneid Chr Start End

4933401J01Rik chr1 3073253 3074322

Gm26206 chr1 3102016 3102125

Xkr4 chr1;chr1;chr1;chr1;chr1;chr1;chr1 3205901;3206523;3213439;3213609;3214482;3421702;3670552 3207317;3207317;3215632;3216344;3216968;3421901;3671498

Gm18956 chr1 3252757 3253236

If each gene has just 1 start site in the 'start' column, i think I could extract the promoter region by using bedtools. But since some genes have more than 1 TSS (eg. Xkr4), how to extract all the promoter regions from them? any suggestions?

Thanks.

rna-seq next-gen gene
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written by shoujun.gu shoujun.gu

1 answer

If you are quentifying genes using featureCounts, you will have only one line per gene in your output. Can you post your featureCounts command and head of your GTF ?

There is no standard definition of promoter unless you have histone modification data ( K4Me3 ) or open-chromatin regions to define a promoter. If you see multiple promoters for a gene, probably they are different transcripts. Depending on your goal, either you can consider all the promoters i.e +/- 500bp ( core promoter ) of all TSS or consider one promoter of the transcript that shows highest expression.

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written by GouthamAtla GouthamAtla

I updated my post.

yes, it looks like they are different transcripts. My question is: 1. how do I determine which transcript is dominant? 2. if I want to extract all the promoter region sequence, are there any easy way to do it?

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written by shoujun.gu shoujun.gu

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