In particular, our study suggested that PPAR was positively correlated with the relative abundance of Faecalibacterium and negatively correlated with Blautia. Many literatures have reported that fatty acids can increase insulin sensitivity through the PPAR signaling pathway, thereby regulating blood glucose levels, which was closely related to the occurrence of GDM [68–70]. The gene discussed is INS; the disease is gestational diabetes.