In patients with PCOS and GDM, compared to PCOS without GDM, significant differences were found in age, BMI, insulin resistance index, fasting insulin, testosterone, and SHBG levels. Additionally, the incidence of pregnancy and neonatal complications was significantly higher in the PCOS and GDM groups. Here, INS is linked to Insulin resistance.