Mitochondrial dysfunction is a significant contributor to podocyte injury in diabetic kidney disease (DKD). While previous studies have shown that PVT1 might play a vital role in DKD, the precise molecular mechanisms are largely unknown. By analyzing the plasma and kidney tissues of DKD patients, we observed a significant upregulation of PVT1 expression, which exhibited a positive correlation with albumin/creatinine ratios and serum creatinine levels. Then, we generated mice with podocyte-specific deletion of PVT1 (Nphs2-Cre/Pvt1flox/flox) and confirmed that the deletion of PVT1 suppressed podocyte mitochondrial dysfunction and inflammation in addition to ameliorating diabetes-induced podocyte injury, glomerulopathy, and proteinuria. Subsequently, we cultured podocytes in vitro and observed that PVT1 expression was upregulated under hyperglycemic conditions. Mechanistically, we demonstrated that PVT1 was involved in mitochondrial dysfunction by interacting with TRIM56 post-transcriptionally to modulate the ubiquitination of AMPKα, leading to aberrant mitochondrial biogenesis and fission. Additionally, the release of mtDNA and mtROS from damaged mitochondria triggered inflammation in podocytes. Subsequently, we verified the important role of TRIM56 in vivo by constructing Nphs2-Cre/Trim56flox/flox mice, consistently with the results of Nphs2-Cre/Pvt1flox/flox mice. Together, our results revealed that upregulation of PVT1 could promote mitochondrial dysfunction and inflammation of podocyte by modulating TRIM56, highlighting a potential novel therapeutic target for DKD.