In this study, by analyzing differentially expressed genes (DEGs) in the GSE96804 datasets, LASSO regression identified eight characteristic genes (AVP, ATP2B1, PON2, SNW1, SLC35A1, SECTM1, ZNF280B, and OAS1) to construct a diagnostic model of DKD. The gene discussed is ATP2B1; the disease is diabetic kidney disease.