In conclusion, the present study showed that HbA1c (at 32 weeks), insulin at 120 min after glucose loading, and HOMA-IR levels can effectively predict PROM in GDM patients and are associated with postpartum adverse pregnancy outcomes, such as puerperal infection and postpartum hemorrhage. Here, INS is linked to puerperal infection.