We determined that RRM2 and COL3A1 were up-regulated and directly correlated with glioma grade, while SH3GL2 and SNAP91 were down-regulated in GBM and inversely correlated with glioma grade. The gene discussed is RRM2; the disease is central nervous system cancer.