INS and gestational diabetes: Ruminococcaceae is involved in energy metabolism, insulin signaling, and inflammatory processes, and an increase in the relative abundance of Ruminococcaceae correlated with fasting glucose concentration and IR ledto a greater risk of GDM development [32].