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. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.