The shared mechanisms of Zuogui Pill (ZGP) and Yougui Pill (YGP) for treating diabetic nephropathy is HIF1A‐CA9‐PDK1 and PPARA‐PDK4. Here, PDK4 is linked to diabetic kidney disease.