The univariate analysis identified significant associations between IS and several factors, including gender, age, glycemic status, myocardial infarction, coronary heart disease, hypertension, family history of diabetes, weight, BMI, pulse, TG, HDL-C, ALT, AST, Cre, TyG, and TyG-BMI. This evidence concerns the gene GPT and diabetes mellitus.