The expression levels of MMP9, VWF, VEGFA, SERPINE1, and TIMP1 in ccRCC tissues were higher than those in normal tissues, while the expression of EGF in tumor tissues was lower (Fig. 4A). Here, EGF is linked to neoplasm.