iCAFs are enriched at the liver site and the tumor-liver interface, ECM CAFs with C1QC+ and inflammatory IL1B+ macrophages at the tumor-liver border and in the tumor site, whereas myofibroblasts and immunosuppressive SPP1+ macrophages infiltrate the tumor core. The gene discussed is C1QC; the disease is neoplasm.