KIF5A and astrocytoma (excluding glioblastoma): Receiver operating characteristic (ROC) curve analysis of each of these differentially expressed genes revealed that all had high accuracy in differentiating non-tumour brain tissue from GBM, and KIF5A and EHD2 could also accurately distinguish oligodendroglioma and astrocytoma from GBM (Fig. 3D–Table 2).