In addition to these variants that are individually associated with AMD, an aggregated effect of rare coding variants in the CFH, CFI, C3 and C9 genes has also been reported to associate with AMD using gene-based approaches [6,16,17,18,19]. Here, C9 is linked to age-related macular degeneration.