Participants who developed T2D during follow-up were more likely to be older and female and have higher blood pressure, WC, BMI, ALT, AST, BUN, SUA, FPG, and TG levels, along with a higher prevalence of hypertension and CVD (p < 0.05). This evidence concerns the gene GPT and type 2 diabetes mellitus.