It's difficult to tell what's wrong without seeing your analysis. However, you may want to use the reference annotation during the Cufflinks phase to either estimate isoform expression or guide assembly (this option will appear on our public server soon). Read the Cufflinks documentation to understand these options and what they do for your assembly and FPKM values:
De novo assembly from mapped reads is often somewhat imprecise and incomplete, especially for low-coverage data. It's not surprising that a de novo assembly doesn't match especially well with the reference.
If you're still not seeing any differential expression after using the reference GTF in Cufflinks, Cuffcompare, and Cuffdiff, you may want to email the Cufflinks/compare/diff authors and ask for some pointers: email@example.com
On Aug 10, 2011, at 5:07 AM, yao chen wrote:
Recently, I run cufflink in galaxy on the internet. I want to compare two samples, However, I found no transcript or gene passed the significant level, even many of them have large FPKM in one sample and 0 FPKM in another sample.
Below is my cufflink process:
I have four samples belong to two group. the test have three samples, and the control has one sample.
First, using accept_hit.bam from tophat, I run cufflink without annotation on each sample.
Then, for the four "gtf" files from four samples, I run cuffcompare to combine these transcript and compare to the annotation genome. However, at this step, I found the transcript accuracy is very low.
See one example:
Missed exons: 10673/11776 ( 90.6%)
Wrong exons: 1254/2007 ( 62.5%)
Missed introns: 8529/8637 ( 98.7%)
Wrong introns: 2/5 ( 40.0%)
Missed loci: 0/504 ( 0.0%)
Wrong loci: 1248/2002 ( 62.3%)
at last, I run cufdiff between this two group sample.
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