This study provides insight into the correlation of frequently reported ACE2 variants and increased severity, in association to obesity, in COVID-19 patients, which might further explain the complications seen in obese patients compared to their lean counterparts. This evidence concerns the gene ACE2 and obesity due to melanocortin 4 receptor deficiency.