Notably, a subset of these genes, including TBK1 and HMGCR, exhibited strong association with neurodegenerative conditions, especially AD and ALS, while also being linked to metabolic and immune-related traits, which can be seen in Dataset S6. This evidence concerns the gene HMGCR and amyotrophic lateral sclerosis.