ADIPOQ and metabolic syndrome: The loading plot also shows mediators of metabolic syndrome that best separated BMI groups including HDL and adiponectin in the underweight end and body mass index (BMI), waist to hip ratio (WHR), body fat percentage BFP and waist circumference (WC) in the obese end.