GPT and diabetes mellitus: In the CLRD-specific mortality model, the highest-ranking variables included inflammation-related markers (NMLAR, WBC, NLR, lgPLR, CRP), hepatic indices (AST, ALT, LDH), renal markers (Cr, BUN), electrolytes (K), and smoking and diabetes.