The CRP/Alb ratio may provide clinicians with valuable early prognostic information to facilitate the early risk stratification of disease progression in patients with severe COVID-19 and guide medical staff to monitor and treat patients with a higher risk of disease progression more strictly to improve clinical prognosis. The gene discussed is ALB; the disease is COVID-19.