A 2024 cohort study demonstrated that PM2.5 directly increases stroke risk through pathways such as inducing systemic inflammatory responses (IL-6 increased by 42%), endothelial dysfunction (Flow-Mediated Dilation reduced by 19%), and blood–brain barrier disruption (S100β increased by 31%). The gene discussed is IL6; the disease is Stroke.