In this study, we consolidated single-cell sequencing findings from 4 databases regarding healthy liver and liver cancer, methodically examining the expression levels, cell types, and intercellular communications of the B7/CD28 family within healthy liver and liver cancer. This evidence concerns the gene CD80 and liver cancer.