Taken together, our analysis delineates a full causality chain for rs3809579 as a putative causal genetic variant that affects AMD risk by altering TRPM1 expression in RPE through modulation of LHX2 binding to its promoter. This evidence concerns the gene TRPM1 and age-related macular degeneration.