The retrospective cohort study conducted in the COVID-19 patients hospitalized in two branches of Wuhan Tongji hospital demonstrated that six features including disease severity, age, and serum levels of hs-CRP, LDH, ferritin, and IL-10 were significant predictors for death risk of COVID-19 patients. The gene discussed is IL10; the disease is COVID-19.