Participants in the training and validation sets had similar clinical characteristics, with no statistical difference in age, gender, BMI, prevalence of hypertension, prevalence of SUA, SCr, BUN, ALT, AST, prevalence of renal insufficiency and prevalence of diabetes (P > 0.05). Here, GPT is linked to diabetes mellitus.