Mechanistically, CTGF derived from CAF-EVs activated the Notch1/Snail1 signaling pathway in recipient cells via interaction with the Notch1 receptor, enhancing HCC cell proliferation and invasion. This evidence concerns the gene NOTCH1 and hepatocellular carcinoma.