The observed association between high C3 expression and other key functional genes in PCOS underscores the interconnectedness of immune responses with hormonal imbalances and inflammation in the disorder, illuminating a complex network of biological processes contributing to the syndrome’s clinical manifestations. This evidence concerns the gene C3 and polycystic ovary syndrome.