Taken together, the abundance of CD8+ TEXs and the enrichment of Tregs and PD1+CD4+ T cells suggested exhausted and suppressive immune microenvironment in human intramucosal ESCC. The gene discussed is PDCD1; the disease is esophageal squamous cell carcinoma.