chillier
Senior Member (Voting Rights)
@John Mac If my memory serves right, the investigators had issued an update to the participants in early 2020 noting that they had found evidence of mitochondrial dysfunction with the Seahorse assay. The number of patients is indeed too low to pinpoint a specific gene, but their results may point towards it possibly having a role in ME/CFS.
Edit: it is the expression of the gene that is upregulated here; this is not the same as identifying variants of the gene (which is the goal of a GWAS study). I don’t know whether assessing upregulation reliably requires as many patients as for a GWAS, i.e. at least 10.000 patients.
You can certainly detect significant quantitative differences in expression with this number of samples - it's not like a GWAS as you say. There will still be problems with multiple testing though - they have hopefully corrected for the number of different genes they have looked at, but the NIH intramural study as a whole looks at so many outcomes that it'll be difficult for it to be informative with such a small number of patients.
That said, maybe the expression difference has a huge effect size. Either way replication is the key to these things.