Overall, the experimental results suggest that genes of BBS9 (Bardet-Biedl syndrome 9), CFH (complement factor H), and ARMS2 (age-related maculopathy susceptibility 2) with the external factors of Age and Sex, and the interactions among them are strongly associated with the development of AMD. Here, ARMS2 is linked to age-related macular degeneration.