Together, these convergent findings highlight IL12B and APOE as a context-dependent but biologically significant link between psoriasis and AD, emphasising the broader importance of inflammatory cytokine pathways as potential therapeutic targets across immune-mediated and neurodegenerative conditions. This evidence concerns the gene IL12B and Alzheimer disease.