We performed multi-factor dimensionality reduction (MDR) to analyze the interaction of RAB5B gene SNPS rs1045435, rs11550558, rs705700, rs11171718 with the risk of PCOS, and adjusted for age and BMI factors by logistic regression analysis. Here, RAB5B is linked to polycystic ovary syndrome.