Beyond directly affecting the biological functions of ovarian tissues, the ESR1 gene and its encoded estrogen receptor may also regulate the balance of estrogen and other hormones by influencing endocrine system function, thereby impacting the endocrine metabolic status of PCOS patients (39). This evidence concerns the gene ESR1 and polycystic ovary syndrome.