Translational Neuropathology Research Laboratory, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA.
Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA.
Acta Neuropathol Commun. 2023 Aug 2;11(1):127. doi: 10.1186/s40478-023-01624-8.
Astrocytes are one of the brain's major cell types and are responsible for maintaining neuronal homeostasis via regulating the extracellular environment, providing metabolic support, and modulating synaptic activity. In neurodegenerative diseases, such as Alzheimer's disease, astrocytes can take on a hypertrophic appearance. These reactive astrocytes are canonically associated with increases in cytoskeletal proteins, such as glial fibrillary acidic protein and vimentin. However, the molecular alterations that characterize astrocytes in human disease tissues have not been extensively studied with single cell resolution. Using single nucleus RNA sequencing data from normal, pathologic aging, and Alzheimer's disease brains, we identified the transcriptomic changes associated with reactive astrocytes. Deep learning-based clustering algorithms denoised expression data for 17,012 genes and clustered 15,529 astrocyte nuclei, identifying protoplasmic, gray matter and fibrous, white matter astrocyte clusters. RNA trajectory analyses revealed a spectrum of reactivity within protoplasmic astrocytes characterized by a modest increase of reactive genes and a marked decrease in homeostatic genes. Amyloid but not tau pathology correlated with astrocyte reactivity. To identify reactivity-associated genes, linear regressions of gene expression versus reactivity were used to identify the top 52 upregulated and 144 downregulated genes. Gene Ontology analysis revealed that upregulated genes were associated with cellular growth, responses to metal ions, inflammation, and proteostasis. Downregulated genes were involved in cellular interactions, neuronal development, ERBB signaling, and synapse regulation. Transcription factors were significantly enriched among the downregulated genes. Using co-immunofluorescence staining of Alzheimer's disease brain tissues, we confirmed pathologic downregulation of ERBB4 and transcription factor NFIA in reactive astrocytes. Our findings reveal that protoplasmic, gray matter astrocytes in Alzheimer's disease exist within a spectrum of reactivity that is marked by a strong loss of normal function.
星形胶质细胞是大脑的主要细胞类型之一,通过调节细胞外环境、提供代谢支持和调节突触活动来维持神经元的内稳态。在神经退行性疾病中,如阿尔茨海默病,星形胶质细胞可能呈现出肥大的外观。这些反应性星形胶质细胞通常与细胞骨架蛋白(如神经胶质纤维酸性蛋白和波形蛋白)的增加有关。然而,具有单细胞分辨率的人类疾病组织中星形胶质细胞的分子改变尚未得到广泛研究。使用来自正常、病理性衰老和阿尔茨海默病大脑的单核 RNA 测序数据,我们确定了与反应性星形胶质细胞相关的转录组变化。基于深度学习的聚类算法对 17012 个基因的表达数据进行了去噪,并对 15529 个星形胶质细胞核进行了聚类,鉴定出原浆型、灰质和纤维型、白质星形胶质细胞簇。RNA 轨迹分析揭示了原浆型星形胶质细胞内的反应性谱,其特征是反应性基因适度增加,稳态基因明显减少。淀粉样蛋白但不是 tau 病理与星形胶质细胞反应性相关。为了鉴定与反应性相关的基因,使用基因表达与反应性的线性回归来鉴定前 52 个上调和 144 个下调基因。GO 分析显示,上调基因与细胞生长、对金属离子的反应、炎症和蛋白质稳态有关。下调基因参与细胞相互作用、神经元发育、ERBB 信号和突触调节。转录因子在下调基因中显著富集。通过对阿尔茨海默病脑组织的共免疫荧光染色,我们证实了反应性星形胶质细胞中 ERBB4 和转录因子 NFIA 的病理性下调。我们的研究结果表明,阿尔茨海默病中的原浆型、灰质星形胶质细胞存在于一个反应谱中,其特征是正常功能明显丧失。