There is a higher expression of ACE2 and TMPRSS2 in the pulmonary epithelial cells of individuals with obesity than in those without the disease, as demonstrated in vitro (Al Heialy et al., 2020). This evidence concerns the gene ACE2 and obesity due to melanocortin 4 receptor deficiency.