CDK10, ZBTB4, ZSCAN23, and ZSCAN26 were associated with non‐GBM risk in both neuronal types, whereas ZSCAN31 was related to non‐GBM risk, specifically in excitatory neurons and oligodendrocytes. Here, CDK10 is linked to glioblastoma.