Preprint Identification of Novel Reproducible Combinatorial Genetic Risk Factors for [ME] in [DecodeME Cohort] and Commonalities with [LC], 2025, Sardell+

I suppose their combinatorial analysis can be useful to get new or clearer findings, but in this case, it seems to have made things more complicated and muddled.

Their disease signatures map to 2,311 genes, while humans only have approximately 20.000-25.000 protein-coding genes.
 
I am still working in trying to connect the list of genes from this paper with previous research efforts. Some new findings :


NLGN1 : Appears on the Snyder study (HEAL2)

CYP7B1 : The node of this gene appears on the network analysis (2017) - towards the center bottom :

network_clean.jpeg


CH25H : Also identified by previous work (read also what I mention related to Ubiquitination (Snyder et.al) , see below :

Screenshot 2025-12-05 at 15.25.01.png

Source : https://www.healthrising.org/blog/2023/10/21/ai-driven-chronic-fatigue-syndrome-clues/

UGGT1 : A gene directly linked to N-Linked glycosylation. I believe we will be seeing N-Linked glycosylation in the -hopefully near- future more.

I also believe that Glutamate excitotoxicity is something that needs to be looked at for sure.
 
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