Single-cell sequencing analysis of HBV-related liver cancer showed that tumor-associated macrophages facilitated the formation of an inhibitory immune microenvironment in cancer through the interaction between TIGIT and CD112 (83). The gene discussed is TIGIT; the disease is liver cancer.