The tumor microenvironment, consisting of immune cells such as TAM-like macrophage, CD8+ T cells, neutrophils, NK cells, and DCs and non-immune cells such as stromal cells, endothelial cells, cytokines, and ECM, plays a key role in the initiation and progression of HCC (7, 8). Here, CD8A is linked to neoplasm.