In summary, RMCGA demonstrated that rs73164856 and rs545654 play important roles in males and females, respectively, with susceptibility to progressive knee OA, modulating the regulation of critical osteoarthritis-related and gender-oriented genes, AR, and nNOS. The gene discussed is AR; the disease is osteoarthritis.