Age; male sex; presence of hypertension, diabetes, and hypercholesterolemia; BMI value and levels of triglycerides, HDL-cholesterol, ALT, and hs-CRP were significantly associated with low muscle mass (p < 0.05). This evidence concerns the gene GPT and familial hypercholesterolemia.