Parameters

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Arko Samad

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May 23, 2025, 2:39:21 PMMay 23
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Screen Shot 2025-05-23 at 2.37.29 PM.png
I'm running a N=1 sample (1 WT, 1 KO)
Are these the right parameters I should be using because almost all of my results, enrichment in WT and enrichment in KO, from a completed analysis with C7 Immuno Sigs possess a FDR greater than 25%

Anthony Castanza

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May 23, 2025, 2:55:04 PMMay 23
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You would need to make sure you're running gene_set permutation mode, those parameters are cut off from your screenshot.
I would probably advocate trying to use log2_ratio_of_classes as the ranking metric instead of diff-of-classes. If that errors for whatever reason (e.g. divide by zeros), you can try adding a small pseudocount (e.g. 0.001 or similar) to your data. If you do get NaN values like that you can also try computing that ranking outside GSEA, filtering or adjusting the NaNs, and using the GSEA Preranked mode.

That said we very much don't recommend running N=1 experiments and it's difficult to give advice in scenarios like this.

-Anthony

Anthony S. Castanza, PhD
Curator, Molecular Signatures Database
Mesirov Lab, Department of Medicine
University of California, San Diego

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