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running cuffdiff for 2 conditions without biological replicates

Hi

I want to run cuffdiff for analysis of 2 samples which have different conditions (control , disease) and without biological replicates. I would like to know is it correct that before running cuffdiff , I use cuffmerge and merge the transcripts.gtf files of 2 samples (assembled with cufflinks) with references annotations file?

Thank you

rna-seq

l want just to learn how can run cuffdiff correctly. I will have more biological replicates later. For this 2 current samples:

First, I used cuffmerge to merge the gtf files form cufflinks and then run cuffdiff. I got 71 sig genes.

In second run I just use cuffdiff with gtf annotation files and accepted_hits files (without gtf files from cufflinks) and got 412 sig genes.

the command that I used is:

cuffdiff \
  -L A,B \
  -o /home/cuffdiff \
  /home/Homo_sapiens_UCSC_hg19/Homo_sapiens/UCSC/hg19/Annotation/Archives/archive-2014-06-02-13-47-56/Genes/genes.gtf \
  /home/A/accepted_hits.bam /home/B/accepted_hits.bam

I would like to know which one is correct?

Thanks in advance

Both are correct, but the first result is probably more reliable, due to better matching the actual gene models used.

1 answer

Yes, you run cuffmerge and merge the GTF files beforehand (do specify a reference annotation if you have one).

BTW, don't read too much into the results. A 1 vs. 1 comparison will never produce reliable p-values or fold-changes.

Thank you Devon for your reply. l want just to learn how can run cuffdiff correctly. I will have more biological replicates later. For this 2 current samples:

First, I used cuffmerge to merge the gtf files form cufflinks and then run cuffdiff. I got 71 sig genes.

In second run I just use cuffdiff with gtf annotation files and accepted_hits files (without gtf files from cufflinks) and got 412 sig genes.

the command that I used is:

cuffdiff \
  -L A,B \
  -o /home/cuffdiff \
  /home/Homo_sapiens_UCSC_hg19/Homo_sapiens/UCSC/hg19/Annotation/Archives/archive-2014-06-02-13-47-56/Genes/genes.gtf \
  /home/A/accepted_hits.bam /home/B/accepted_hits.bam

I would like to know which one is correct?

Thanks in advance

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