In chronic kidney disease (CKD) mice with muscle wasting, the gastrocnemius muscles exhibited elevated AGEs expression, accompanied by reduced PGC1-α levels and succinate dehydrogenase (SDH) activity (98). This evidence concerns the gene PPARGC1A and chronic kidney disease.