CD8+TRM cells in the tumor microenvironment (TME) are a homogeneous CD103+CD49+CD69+ population expressing T-bet, porylated (p)STAT-3, and Aiolos transcription factors and a subset of these cells produces IFN-γ and IL-17. The gene discussed is ITGAE; the disease is neoplasm.