Researchers noticed that the levels of PD-1 in CD8+ T cells was elevated in patients with liver cancer, and analyses of samples from patients who have not obtained any medical treatment show the infiltrating abundance of PD-1+ CD8+ T cells is related with poor outcomes 6-8. Here, CD8A is linked to liver cancer.