Participants with sarcopenia were more prone to being older, predominantly White Non-Hispanic, married, smoking, drinking, intaking more protein, having a lower height, weight, BMI, waist circumference, WHtR, fat, NLR, ALT, uric acid, NHHR, having higher HDL-C, and higher prevalence of diabetes. The gene discussed is GPT; the disease is sarcopenia.