Nature Communications, Published online: 09 June 2026; doi:10.1038/s41467-026-74258-8 This study identifies coordinated TNFRSF upregulation as a potential proteomic signature of HIV associated stroke, reflecting both HIV-related inflammation and cerebrovascular injury, and providing candidate biomarkers for future investigation.