CAFs frequently express PD-L1 (52), reciprocally upregulated through crosstalk with tumor cells via contact or soluble factors, which directly binds PD-1 on CD8+ T cells and correlates with poor prognosis in cancers like esophageal carcinoma. Here, PDCD1 is linked to neoplasm.