In comparison to the grade III sample, ECM-affiliated genes (COLEC12, SDC2 and SEMA5A) showed enhanced spatial expression in GBM regions with perivascular microgliosis associated with pseudopalisading necrosis, that are largely absent in lower-grade gliomas (Supplementary Fig. 6A-C). Here, SDC2 is linked to central nervous system cancer.