In a chemically-induced HCC mouse model, exhaustion of tumor-antigen-specific CD8+ T cells, accumulation of PD-1 CD8+ T cells as well as Tregs was reported at the time of late tumor progression [71]. Here, PDCD1 is linked to neoplasm.