In this single-center study of 160 consecutive critically ill COVID-19 patients with moderate to severe ARDS demanding high oxygen flow, serum albumin, IL-6, and D-dimer at admission to ICU, accompanied by a chest CT severity score, were marked as independent predictors of mortality. The gene discussed is ALB; the disease is COVID-19.