Among the nondiabetic population (Table 1), in comparison with subjects free from prediabetes, prediabetic subjects were more aged, more males, had higher RC, LDL‐C, TG, TC, TG/HDL‐C, LDL‐C/HDL‐C, TC/HDL‐C, non‐HDL‐C, higher BMI, ALT, AST, GGT, SBP, DBP, FBG, 2‐h PBG, and HbA1c levels, and lower HDL‐C and eGFR, more people had cardiovascular disease, and more had family history of diabetes. The gene discussed is GPT; the disease is prediabetes syndrome.