Additionally, through analysis of single-cell sequencing data, we observed high expression of IL34 in the fibroblast cell population (Fig. 4B), whereas its expression was low in normal fibroblasts (Fig. 4C), indicating specific expression of IL34 in HCC CAFs. The gene discussed is IL34; the disease is hepatocellular carcinoma.