In hepatocellular carcinoma (HCC), type I collagen promotes cancer cell stemness and metastasis through the CD44/DDR1/YAP axis [24] and the PSD4/ARF6 signaling pathway, respectively [27]. This evidence concerns the gene DDR1 and cancer.