A total of ~26,000 cerebrovascular cells across 8 subtypes were captured, categorized into three meta clusters, including endothelial cells (arteries, veins and capillaries), mural cells (smooth muscle cells and pericytes), and immune cells (microglia, monocytes and B/NK cells). Endothelial cells (ECs) were particularly decreased in the APP23-Tg group. Functional enrichment analysis indicated the exclusively activated ferroptosis in venous ECs, especially in the APP23-Tg group. Western blotting and immunofluorescence further validated our findings. Intercellular communication network indicated the intense crosstalk between venous ECs and microglia. Mechanically, elevated Il1b from microglia binds to the Il1r1 of venous ECs in the APP23-Tg group to stimulate the downstream NF-κB signaling pathway, leading to ferroptosis of venous ECs.