In particular, several collagen-related genes (e.g., COL1A1, COL3A1, COL5A1) were significantly upregulated, suggesting increased extracellular matrix deposition and the establishment of an immunosuppressive microenvironment in Grade 4 gliomas. The gene discussed is COL1A1; the disease is glioma.