PPARGC1A and acute kidney injury: In this study, we identified an innovative mechanism by which ALDH2 mitigated mitochondrial dysfunction through its interaction with PGC-1α (a transcriptional regulator of mitochondrial genes), thereby regulating mitochondrial biogenesis in AKI.