FNDC5 and chronic kidney disease: Using β-glycerophosphate-treated vascular smooth muscle cells (VSMCs) and CKD mouse models, we employed transcriptomic analysis, FNDC5 genetic knockout, and overexpression strategies to dissect HK1’s mechanistic contribution.