Kaplan–Meier analysis showed that overall survival (OS) was significantly associated with decreased CD8+ TILs and PD‐L1 TC‐positive expression, which promote ESCC progression and metastasis. The gene discussed is CD8A; the disease is esophageal squamous cell carcinoma.