The results showed that among lean people, skinny lower legs may prove to be the strongest predictor of poor metabolic health, while for obese people, abdominal fat levels and non-alcoholic fatty liver disease are strong predictors of cardiometabolic diseases such as Type 2 diabetes or cardiovascular disease.