It was found that the model fit was better when biochemical indicators such as albumin, globulin, total cholesterol, high-density lipoprotein cholesterol, and low-density lipoprotein cholesterol were included in association with hypertension, diabetes mellitus, dyslipidemia, and alcohol consumption (Hosmer-Lemeschow test p = 0.263). This evidence concerns the gene ALB and metabolic syndrome.