PDK4 and diabetic kidney disease: Importantly, further analysis revealed consistent downregulation of these biomarkers across multiple nephropathies beyond DKD, with RHCG demonstrating disease-specific expression patterns while FBP1 and PDK4 may reflect shared tubular injury responses.