Conversely, through high parameter spatial (CODEX) and single-cell RNA sequencing approaches on human HCC samples, a protective role of MAIT cells emerged, where PDL-1+ CD163+ tumor-associated macrophages (TAM) exerted a suppressive effect on MAIT cells via cell to cell contact and PDL-1/PD-1 signaling. Here, CD274 is linked to neoplasm.