We used ROC curves to analyze the value of different parameters in the diagnosis of LEAD in patients with T2DM, and lncRNA MALAT1, NLRP3, age, SBP, and smoking all had a statistically significant diagnostic value. The gene discussed is MALAT1; the disease is type 2 diabetes mellitus.