Presence of CMB, APOE ε4 carrier status, hydrocephalus, and seizures correlate with worse neurocognitive outcomes in pediatric cancer survivors, enriched with CNS tumors exposed to radiation. This evidence concerns the gene APOE and Hydrocephalus.