Therefore, this study will explore the therapeutic effect and the related molecular mechanism of GQD on T2DM rats for the first time based on FXR-ceramide signaling pathway, so as to provide guidance for clinical application of GQD. Here, NR1H4 is linked to type 2 diabetes mellitus.