RNA-Seq analysis showed high SUMO1, 2 and 3 isoforms in both primary and recurrent GBM tissue samples compared to unmatched normal brain control samples and tumour adjacent normal samples (Fig. 1D, Additional file 4: Table S8). This evidence concerns the gene SUMO1 and neoplasm.