In addition, we suppose that the extracellular matrix-related prognostic genes in MLDPS might influence the prognosis in AYAs glioma by activating the signaling pathways, such as NF-kB, PI3K-Akt, TNF and TGF-beta signaling pathway. Here, TNF is linked to central nervous system cancer.