INS and gestational diabetes: Ruminococcus belongs to the family Ruminococcaceae, which 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 led to a greater risk of GDM development [38].