Patients with severe COVID-19 pulmonary involvement, as determined by the proposed CAD, presented higher lung weight and C-reactive protein at admission and more frequently required invasive ventilation and intensive care unit hospitalization with higher case fatality. The gene discussed is CRP; the disease is COVID-19.