Good question, I'm not sure how correction would work in that case.Would that affect how the corrections for multiple testing is done, and potentially obfuscate leads?
Good question, I'm not sure how correction would work in that case.Would that affect how the corrections for multiple testing is done, and potentially obfuscate leads?
Very good points. It might be more trouble than it's worth if it only controls for a tiny portion of the phenomenon.I think it might be useful if it is possible to create a big cohort that meets those criteria, but ultimately it would only address one or two small facets of "susceptibility."
Still a useful exercise to think about, though! I think it just speaks to the limitations of GWAS (or any big data screening approach, really) and the danger of making runaway conclusions about mechanism solely on the basis of those results.Very good points. It might be more trouble than it's worth if it only controls for a tiny portion of the phenomenon.
Yes, my main fear that prompted the post was the ambiguity of, for example, an HLA allele finding. It might just cause people to get sick more severely and more often, which doesn't really seem that interesting in terms of how to treat ME/CFS if the subsequent disease process has nothing to do with HLA. There are ways that HLA could be central to the disease process, as Jonathan pointed out, but I'm just thinking about how to unravel if that is the case or not.I think it just speaks to the limitations of GWAS (or any big data screening approach, really) and the danger of making runaway conclusions about mechanism solely on the basis of those results.
It’s a good concern to have, and I think ultimately it’ll come down to mechanistic studies to confirm or deny. The aftermath of DecodeME will probably be a series of studies hypothesizing “well these genes suggest XYZ process might be involved, do we see additional evidence of that pathway being relevant? And if so, does targeting that process lead to any symptom improvement?”Yes, my main fear that prompted the post was the ambiguity of, for example, an HLA allele finding. It might just cause people to get sick more severely and more often, which doesn't really seem that interesting in terms of how to treat ME/CFS if the subsequent disease process has nothing to do with HLA. There are ways that HLA could be central to the disease process, as Jonathan pointed out, but I'm just thinking about how to unravel if that is the case or not.