Using a combination of spatial transcriptomics, scRNA-seq and multiplexed immunofluorescence, the authors identified a spatial niche of SPP1 + macrophages and CAFs located near the tumor boundary of hepatocellular carcinoma (HCC) patient [68]. This evidence concerns the gene SPP1 and hepatocellular carcinoma.