Conversely, a reverse causal relationship was observed between genetically predicted plasma STAT3 levels and PCOS (WR: OR = 0.73, 95% CI: 0.56–0.95, P = 1.76e − 02) (Fig. 2 and Additional file 1: Table S5). This evidence concerns the gene STAT3 and polycystic ovary syndrome.