Using unsupervised cluster analysis, we identified eight T cell types from tumor tissue, including tumor-Treg, CD4+/CD8+TRM T cell, CD4+/CD8+ effector memory T cells, Th17 cells, CD8+ exhausted T cells, and CD8+ intraepithelial lymphocytes. Here, CD4 is linked to neoplasm.