Li Xiaojie, Li Nanjing, He Yao, Zu Jingyang, Zhong Qixing, Zhong Zhihui
Laboratory of Neurological Disease Modeling and Translational Research, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Wuhou District, Chengdu, 610041, China.
Division of Radiotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, China.
Sci Rep. 2025 Jul 1;15(1):21768. doi: 10.1038/s41598-025-06201-8.
The hippocampus is one of the first regions affected in various neurodegenerative diseases. In this study, we investigated the vascular factors contributing to its susceptibility, aiming to elucidate the underlying vascular mechanisms. Utilizing publicly available single-cell datasets, we analyzed the differential expression of genes in the endothelial cells and other blood-brain barrier (BBB)-associated cells within the hippocampus and compared them to those in the cortex. The identified hub genes were further validated using naïve mouse and ischemia rat models. We identified differentially expressed genes (DEGs) in endothelial cells, pericytes, and astrocytes in the BBB. Subsequent gene ontology (GO) enrichment analysis and protein-protein interaction (PPI) network analysis identified key hub genes: Kdr, Fn1, Pecam1, Cd34, Cd93, and Emcn that related to angiogenesis. Their differential expression was then experimentally verified using microvessels from mouse and rat brains. In the naïve mouse, compared to the hippocampus, the expression of Fn1 and Pecam1 was significantly higher in cortical microvessels, while Kdr, Cd34, and Cd93 exhibited a clear trend of increased expression. In the rat model of ischemia, we observed an upregulation of angiogenesis-related genes-Kdr, Cd34, and Cd93-within the microvasculature of both the hippocampus and cortex. However, their expression levels were relatively lower in the hippocampus compared to the cortex. These findings suggest that the hippocampus has a reduced angiogenic capacity compared to the cortex, which may contribute to its increased vulnerability to neurological disorders.
海马体是多种神经退行性疾病中最早受影响的区域之一。在本研究中,我们调查了导致其易感性的血管因素,旨在阐明潜在的血管机制。利用公开可用的单细胞数据集,我们分析了海马体内内皮细胞和其他血脑屏障(BBB)相关细胞中基因的差异表达,并将其与皮质中的基因进行比较。使用未处理的小鼠和缺血大鼠模型对鉴定出的枢纽基因进行了进一步验证。我们在血脑屏障的内皮细胞、周细胞和星形胶质细胞中鉴定出差异表达基因(DEG)。随后的基因本体(GO)富集分析和蛋白质-蛋白质相互作用(PPI)网络分析确定了与血管生成相关的关键枢纽基因:Kdr、Fn1、Pecam1、Cd34、Cd93和Emcn。然后使用来自小鼠和大鼠大脑的微血管对它们的差异表达进行了实验验证。在未处理的小鼠中,与海马体相比,Fn1和Pecam1在皮质微血管中的表达明显更高,而Kdr、Cd34和Cd93则呈现出明显的表达增加趋势。在缺血大鼠模型中,我们观察到海马体和皮质的微血管内血管生成相关基因Kdr、Cd34和Cd93的上调。然而,与皮质相比,它们在海马体中的表达水平相对较低。这些发现表明,与皮质相比,海马体的血管生成能力降低,这可能导致其对神经系统疾病的易感性增加。