ALDH2 and diabetic kidney disease: Notably, ALDH2 expression demonstrated an inverse relationship with pathological pathway activation in dPCT (Figure 9D), indicating ALDH2 may negatively regulate cellular senescence, inflammatory response, EMT, and apoptosis in late-stage DKD.