We found that participants in the IR group were more likely to be obese and to have higher LDL, triglycerides, fasting glucose, insulin, TyG index and TyG-BMI index, as well as higher risk of hypertension, diabetes and female infertility compared to the other group (P < 0.05). The gene discussed is INS; the disease is female infertility.