CD80 and hepatocellular carcinoma: In this study, we analyzed the single-cell expression patterns of B7/CD28 family molecules in both healthy liver and HCC tissues with scRNA-seq and performed cell-cell communication analysis to explore information transmission that B7/CD28 family protein-mediated between cells.