Using different scRNA-seq datasets of ESCC immune cells, we successfully identified and validated a novel TREM2+ TAM subpopulation that characteristically overexpressed TREM2, SPP1, APOE, C1QA, C1QB, and C1QC, with an immunosuppressive phenotype. The gene discussed is C1QA; the disease is esophageal squamous cell carcinoma.