Gene Set Enrichment Analysis (GSEA) suggested that DOK3 and PAPOLA might influence both SAH and dementia through apoptotic pathways, which aligns with literature indicating dysregulated apoptosis in neurodegenerative diseases and neurovascular injury. This evidence concerns the gene PAPOLA and neurodegenerative disease.