Could we detect difference at pathway level but not significant different at gene level?
0
0
Entering edit mode
Chris ▴ 20
@3fdb6f97
Last seen 12 weeks ago
United States

Hi all,

I can't find the answer with Google, hope an expert here can help. If two conditions don't have hundreds of differential express genes (in some conditions such as peripheral blood Alzheimer vs normal), is it possible with gene set variation analysis (GSVA), can I find pathways behave different between two conditions? ChatGPT4 said changes may be subtle at the gene level but more pronounced when looking at coordinated changes across sets of genes within pathways. Gordon comments in previous post above made me rethink about my current method. I try to find if there are papers using this method in non DEG sample and find interesting things at pathway level. In a pathway, some genes up regulated and some genes down regulated. So how can we know overall this pathway score will higher or lower when comparing with control? Thank you so much!

Update: I got answer for one question here: Why p value inconsistent when using different number of pathway score?

GSVA • 979 views
ADD COMMENT
0
Entering edit mode

You are absolutely right, and ChatGPT4's comment is accurate: yes, it's entirely possible to find differentially behaving pathways with GSVA even if you don't observe hundreds of differentially expressed genes (cookie clicker) between two conditions.

ADD REPLY

Login before adding your answer.

Traffic: 1262 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