While Mendelian randomization studies investigating the association between genetically determined HDL cholesterol concentration and risk of AMD have included ABCA1 variants, no study has, to our knowledge, investigated the association between a weighted allele score based solely on amino acid-changing variants in ABCA1 and risk of AMD[22–24]. The gene discussed is ABCA1; the disease is age-related macular degeneration.