Obesity, diabetes, oxygen saturation, lung involvement on computed tomography examination, the C-reactive protein level, levels of 15 cytokines, and lymphopenia on admission were associated with progression to severe COVID-19. This evidence concerns the gene CRP and obesity due to melanocortin 4 receptor deficiency.