This included age, TG, diabetes, neutrophil (NE), NLR, SII, PLR, leukoencephalopathy, albumin (ALB), indirect bilirubin (IBIL), total bilirubin (TBIL), lymphocyte (LY), blood urea nitrogen (BUN), total protein (TP), high-density lipoprotein (HDL), CAS, hypertension, monocytes (MOs), and platelet (PLT). The gene discussed is ALB; the disease is diabetes mellitus.