Therefore, we investigated whether LBE has ameliorating effects on renal damage by suppressing NLRP3 inflammasome-related hyperinflammation and activating AMPK/SIRT1/PGC-1α signaling in type 2 diabetes mellitus (T2DM) mice. This evidence concerns the gene PPARGC1A and type 2 diabetes mellitus.