no replicates data
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yueli7 ▴ 20
@yueli7-8401
Last seen 3.5 years ago
China

Hello,

 

I have no replicated human cancer cell data, and trying to use edgeR.

 

In the user's guide "edgeR: differential expression analysis of digital gene expression data",

2.1.1 What to do if you have no replicates

2. Simply pick a reasonable dispersion value.

 

What of the bcv value is suitable for human cancer cell, 0.4,0.1 or 0.01?

 

Thanks in advance?


 

edger • 863 views
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Aaron Lun ★ 28k
@alun
Last seen 3 hours ago
The city by the bay

You don't provide a lot of context. But if the data are from a human cancer cell line, generated under tightly controlled conditions in a laboratory environment, you could expect dispersions below 0.01 (i.e., BCVs < 0.1) to be "reasonable". On the other hand, if the data are from actual patients, you can expect BCVs at or above 0.5 - see the Nigerian case study (Section 4.3) in the edgeR user's guide.

Obviously, these are just very general observations. No pre-defined "reasonable" dispersion value is a good substitute for actually having replicates in your experiment.

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Thank you so much for your great help!
 

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