In conclusion, identifying genetic variations in ARMS2, VEGFA, TNFRSF1A, TNFRSF1B, and IL1B1 provides valuable insights into the susceptibility to and treatment outcomes for age-related macular degeneration. Here, ARMS2 is linked to age-related macular degeneration.