Of the seven lipid-related traits, univariable MR analysis using the IVW method found that five biomarkers were significantly associated with early AMD, including HDL-C, LDL-C, TG, ApoA, and ApoB (Table 1). This evidence concerns the gene APOB and age-related macular degeneration.