Moreover, in a pre-clinical model of diet-induced obesity in K18-hACE2 transgenic mice, obese female animals demonstrated a shorter time to morbidity, indicating increased susceptibility to SARS-CoV-2, while the obese male mice did not exhibit the same trend. This evidence concerns the gene KRT18 and obesity due to melanocortin 4 receptor deficiency.