Lifestyle had the strongest direct effect on CDH (β = 0.739, P=0.017), followed by obesity (β = 0.353, P=0.020) and sociodemographic characteristic (β = 0.187, P=0.018). The gene discussed is CHDH; the disease is Obesity.