Participants who fell into the abdominal obesity tended to be non-Hispanic white, a BMI > 30 kg/m2, smokers, with no diabetes, hypertension, with higher BMD, ALT and total triglyceride and having poor levels of 25OHD2 + 25OHD3, total calcium and phosphorus. The gene discussed is GPT; the disease is Hypertension.