In a recent cross-tissue meta-analysis of human macrophage single-cell datasets, Mulder et al. identified at least four distinct TAM populations in HCC, one of them being uniquely found in liver cancer, while another population of inflammatory IL-1β+ monocytes present in other cancer entities was not accumulating in HCC. This evidence concerns the gene IL1B and hepatocellular carcinoma.