Given that WC and WHR are useful predictors of abdominal obesity [32], this study highlights the potential role of the CLOCK, FTO, and LEP gene variants in increasing the risk of this type of obesity, which is often associated with cardiovascular disease. This evidence concerns the gene LEP and obesity due to melanocortin 4 receptor deficiency.