COL3A1 and neoplasm: Notably, several genes involved in cell cycle regulation (CCND2, CDKN2A/C), tumor microenvironment (COL3A1, COL1A1), and growth factor signaling (FGF18, ERBB2) showed significant upregulation with fold changes ranging from 1.5 to 2.0.