Participants in the diabetes, and obesity and hypertension group were more likely to be women, have an elevated heart rate, high systolic blood pressure, low estimated glomerular filtration rate, and to be on angiotensin converting enzyme inhibitors or on statins. Here, ACE is linked to obesity due to melanocortin 4 receptor deficiency.