INS and polycystic ovary syndrome: Thus, we can reasonably speculate that elevated MCP-3 levels may directly contribute to the chronic low-grade inflammation observed in PCOS patients, which not only plays a role in ovarian dysfunction and ovulatory abnormalities but is also closely related to the occurrence of complications such as insulin resistance and metabolic dysregulation (11).