In conclusion, the collagen genes (COL1A1, COL1A2, COL3A1, COL4A1, COL4A2, and COL5A2) could regulate the immunosuppressive microenvironment and be involved in the EMT process of glioma. Here, COL3A1 is linked to central nervous system cancer.