In individuals who have ever smoked and high PRS, we identified 18 distinct complement proteins, including CFHR2, CFHR5, SERPING1, CFI, C2, FCN2, and FCN1, underscoring the synergistic effects of genetic predisposition to AMD and smoking history. This evidence concerns the gene CFI and age-related macular degeneration.