For example, we found SOX2 is upregulated by SOX4 (Additional file 5: Table S3), which is consistent with previous findings that the transforming growth factor-β (TGF-β)-Sox4-Sox2 pathway is essential for glioma-initiating cells to retain their stemness [18,19]. Here, SOX4 is linked to glioma.