Interestingly, we found that the predictors of ICU admission in hospitalized patients with hematologic cancers were a combination of disease-related (acute leukemia, curative intent chemotherapy), laboratory-related (platelet count, albumin, LDH), and physician-related factors (having advanced directives discussion). The gene discussed is ALB; the disease is hematopoietic and lymphoid cell neoplasm.