Three of the four identified genes (Table 2), TBC1D16, TBC1D8, and RASA2, have been previously implicated in relation to asthma and/or obesity/BMI, supporting the informativity of genes identified in this study. The gene discussed is TBC1D16; the disease is obesity due to melanocortin 4 receptor deficiency.