The present study clearly showed that participants with higher CRF had significantly lower HOMA-IR and insulin values, independent of VFA levels, which is a more robust measure of obesity than the simple anthropometric measurement BMI. The gene discussed is INS; the disease is obesity due to melanocortin 4 receptor deficiency.