TNF and diabetic kidney disease: Similarly, the primary component of P. grandiflorus, platycodin D, significantly reduced TNF-α and IL-1β levels while ameliorating renal cell apoptosis in HFD and STZ-induced DKD mice and HG-induced RAW264.7 cells (85).