It has been found that high fat diet-induced obesity in mouse increases ACE2 expression in lung epithelial cells, which can enhance the infection of AT2 cells by COVID-19 (Al Heialy et al., 2020). This evidence concerns the gene ACE2 and obesity due to melanocortin 4 receptor deficiency.