TNF and Stroke: Hallmark pathway analysis revealed that some upregulated pathways, such as TNFα signaling via NF-κB, hypoxia, and apoptosis, were shared between the pericytes subclusters from the ipsilateral area at 1 h and subcluster 5 at 12 and 24 h after stroke.