Accordingly, we constructed the following two diabetes risk assessment models: Model 1 (including the noninvasive factors of sex, age, BMI, waistline, and SBP) and Model 2 (including sex, age, BMI, waistline, SBP, and FGF-21). This evidence concerns the gene FGF21 and diabetes mellitus.