In this study, immunologically “cold” tumors are best characterized by high immunosuppressive cell infiltrate (i.e. MDSC, Tregs), low anti-tumor immune cell infiltrate (CD8+ T cells, M1 macrophages, dendritic cells (DCs)), and a lack of immune-favorable gene expression. The gene discussed is CD8A; the disease is neoplasm.