Meng et al50 assessed the scRNA-seq data of patients with HCC and observed a significant distinction among CAFs associated with differential genes COL1A1, COL4A1, and COL6A2, which are enriched in the ECM-receptor interaction pathway. This evidence concerns the gene COL1A1 and hepatocellular carcinoma.