The SHAP values of FPG, WC, ALT, marital status, SBP, TG, hypertension, TBIL, age, smoking, Scr, and LDL-C were greater than 0, which suggested that these features were significant risk factors for incident T2DM. Here, GPT is linked to hypertensive disorder.