ACE2 and obesity due to melanocortin 4 receptor deficiency: Additionally, ACE2 expression is also associated with certain comorbidities that contribute to the risk of severe COVID-19 infection and mortality including: cardiovascular disease, hypertension, chronic lung conditions such as COPD, and obesity.