<b>Results</b>: Results showed PQQ significantly improved cardiac function, attenuated remodeling, and reduced proinflammatory cytokines in mice with T2DM, regulated key mitophagy-related proteins (Parkin, Beclin-1, LC3B-II, p62), and downregulated NLRP3 inflammasome pathway components (Caspase-1, NLRP3, IL-1β, IL-18). Here, CASP1 is linked to type 2 diabetes mellitus.