Our finding of tumour cells overexpressing NK cell markers XCL1/2 and CD160 correlating with the lowest level of immune cell infiltration suggests a tumour-intrinsic immune evasion mechanism of ESCC. Here, XCL1 is linked to esophageal squamous cell carcinoma.