In prospective echocardiography studies, retinopathy [43], BNP [44], obesity [45] and female sex [46] were found to be associated with longitudinal changes of LV remodelling and myocardial dysfunction in T2DM patients. The gene discussed is NPPB; the disease is obesity due to melanocortin 4 receptor deficiency.