Collagen I, another essential CAF-produced ECM component, also facilitates EMT by upregulating MMP-2 and transcription factors ZEB2 and SNAIL in multiple RCC cell lines (Majo et al., 2020), which consequently enhances the proliferation, adhesion, and migration of RCC. This evidence concerns the gene SNAI1 and renal cell carcinoma.