Our single-cell and spatial transcriptomic analyses revealed that STX7 is predominantly expressed in monocyte-derived macrophages in HCC, with dynamic upregulation during differentiation and co-localization with CD14 and CD68 in tumor regions. This evidence concerns the gene STX7 and hepatocellular carcinoma.