HAVCR2 and neoplasm: In the present study, we found that T cells in primary tumor ecosystem highly express immune checkpoint genes (HAVCR2 and PDCD1) and achieve relatively high exhaustion scores, which is consistent with previous study reporting that exhausted CD8 T cells are major proliferative cell components in the primary TME of ESCC.