HBEGF and hepatocellular carcinoma: Collectively, these results indicate that the FOSB–VEGFA and FOS–HBEGF axes are enriched in angiogenesis-associated transcriptional programs in NFKBIZ+ macrophages, highlighting a potential link between this macrophage state and ICB non-responsiveness in HCC.