allowed investigators to better identify the specific immune cells present and immune-related gene signatures overexpressed in the tumor microenvironpknt. Increased knowledge of tumor immunology has allowed us to better understand how these cells and the developing tumor interact. Together, these advances have prompted the conduct of nupkrous studies investigating