GLUT4, LEPR, and TNF-α levels in the peripheral blood were detected in all participants, and their diagnostic value for PCOS in healthy women and PCOS-induced infertility in PCOS patients was analyzed. The gene discussed is LEPR; the disease is polycystic ovary syndrome.