Pathway analyses of GWAS data consider known biological relationships among genes in a pathway; therefore, we were able to identify two novel AMD genes (PLCG2 and PPARA) that were not found in the IAMDGC GWAS. The gene discussed is PLCG2; the disease is age-related macular degeneration.