Male sex (OR = 0.72, 95% CI: 0.61-0.85) and Hb <110 g/L (OR = 0.59, 95% CI: 0.45-0.76) were protective factors against hyperlipidemia. The gene discussed is GSTM1; the disease is hyperlipidemia.