The initial model for the prediction of the risk of progression of COVID-19 included diabetes, obesity, hypoxemia, lung involvement on CT, the CRP level, the lymphocyte count, and levels of 15 cytokines. This evidence concerns the gene CRP and obesity due to melanocortin 4 receptor deficiency.