Notably, NP3 exhibited the highest apoptosis‐related scores (Figure S4I) and served as a major source of inflammatory factors (Figure S4K), indicating NP3 plays a key role in sustaining the inflammatory response after stroke. This evidence concerns the gene LNP1 and Stroke.