In conclusion, our results indicate that tumor-derived exosomal miR-1247-3p converts fibroblasts to CAFs by decreasing B4GALT3, to activate β1-integrin–NF-κB signaling pathway in lung pre-metastatic niche from liver cancer. The gene discussed is NFKB1; the disease is liver cancer.