INS and gestational diabetes: According to Ye et al. [23], in a systematic review and meta-analysis published in 2022, comparing patients with normal glucose tolerance in pregnancy and GDM, patients with GDM without insulin therapy had a higher odds ratio of cesarean section, preterm birth, low 1 min Apgar score, macrosomia, and LGA newborns.