Our study demonstrated a possible causal association of ApoA and increased risk of AMD, dry AMD, and wet AMD using univariable MR and that ApoB levels decreased the risk of dry AMD in both univariable and multivariable MR. The gene discussed is APOB; the disease is dry age related macular degeneration.