Considering that whole kidney tissue samples were not tested for YTHDC1 regulators and there were no DKD clinical staging data in tubulointerstitial tissue, PBMC sample data (GSE142153) were used as an independent external validation set to evaluate the extrapolation of the model. The gene discussed is YTHDC1; the disease is diabetic kidney disease.