a Kaplan–Meier plots showed that the expression difference of hub genes COL1A2, COL5A1, COL10A1, COL12A1 and COL24A1 significantly influenced the prognosis of GBM based on TCGA data. Here, COL12A1 is linked to glioblastoma.