Avey Denis R, Ng Bernard, Vialle Ricardo A, Kearns Nicola A, de Paiva Lopes Katia, Iatrou Artemis, De Tissera Sashini, Vyas Himanshu, Saunders Devin M, Flood Daniel J, Xu Jishu, Tasaki Shinya, Gaiteri Chris, Bennett David A, Wang Yanling
Present Address: Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL 60612 USA.
Present Address: Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA 02478 USA.
Mol Neurodegener Adv. 2025;1(1):2. doi: 10.1186/s44477-025-00002-z. Epub 2025 Jul 16.
Amyloid-beta (Aβ) plaques and their associated glial responses are hallmark features of Alzheimer's disease (AD), yet their interactions within the human brain remain poorly defined.
We applied spatial transcriptomics (ST) and immunohistochemistry (IHC) to 78 postmortem brain sections from 21 individuals in the Religious Orders Study and Memory and Aging Project (ROSMAP). We paired ST with histological data and stratified spots into major categories of plaque-glia niches based on Aβ, GFAP, and IBA1 intensity. Leveraging published ROSMAP single-nucleus RNA-seq data, we examined differences in gene expression, cellular composition, and intercellular communication across these niches. Neuronal and glial changes were validated by IHC and quantitative analyses. We further characterized glial responses using gene set enrichment analysis (GSEA) with known mouse glial signatures and human AD-associated microglial states. Finally, we used iPSC-derived multicellular cultures and single-cell RNA sequencing (scRNA-seq) to identify cell types that, upon short-term Aβ exposure, recapitulate the glial responses observed in the human spatial data.
Low-Aβ regions, enriched for diffuse plaques, exhibited transcriptomic profiles consistent with greater neuronal loss than high-Aβ regions. High-glia regions showed increased expression of inflammatory and neurodegenerative pathways. Spatial glial responses aligned with established gene modules, including plaque-induced genes (PIGs), oligodendrocyte (OLIG) responses, disease-associated microglia (DAM), disease-associated astrocytes (DAA), and human AD-associated microglial states, indicating that diverse glial phenotypes emerge around plaques and shape the local immune environment. IHC confirmed elevated neuronal apoptosis near low-Aβ plaques and greater CD68 abundance and synaptic loss near glia-high plaques. In vitro, iPSC-derived microglia-but not astrocytes-exposed to Aβ displayed transcriptomic changes that closely mirrored the glial states identified in our ST dataset.
Our study provides a comprehensive spatial transcriptomic dataset from human AD brain tissue and bridges spatial gene expression with traditional neuropathology. By integrating ST, snRNA-seq, and human multicellular models, we map cellular states and molecular events within plaque-glia niches. This work offers a spatially resolved framework for dissecting plaque-glia interactions and reveals new insights into the cellular and molecular heterogeneity underlying neurodegenerative pathology.
The online version contains supplementary material available at 10.1186/s44477-025-00002-z.
淀粉样β蛋白(Aβ)斑块及其相关的神经胶质反应是阿尔茨海默病(AD)的标志性特征,然而它们在人脑中的相互作用仍不清楚。
我们将空间转录组学(ST)和免疫组织化学(IHC)应用于宗教团体研究与记忆与衰老项目(ROSMAP)中21名个体的78个死后脑切片。我们将ST与组织学数据配对,并根据Aβ、胶质纤维酸性蛋白(GFAP)和离子钙结合衔接分子1(IBA1)强度将斑点分层为斑块-神经胶质龛的主要类别。利用已发表的ROSMAP单核RNA测序数据,我们研究了这些龛之间基因表达、细胞组成和细胞间通讯的差异。神经元和神经胶质变化通过IHC和定量分析进行验证。我们使用基因集富集分析(GSEA)以及已知的小鼠神经胶质特征和与人类AD相关的小胶质细胞状态进一步表征神经胶质反应。最后,我们使用诱导多能干细胞(iPSC)衍生的多细胞培养物和单细胞RNA测序(scRNA-seq)来鉴定在短期暴露于Aβ后重现人类空间数据中观察到的神经胶质反应的细胞类型。
富含弥漫性斑块的低Aβ区域表现出与高Aβ区域相比更大神经元损失一致的转录组谱。高神经胶质区域显示炎症和神经退行性通路的表达增加。空间神经胶质反应与已建立的基因模块一致,包括斑块诱导基因(PIGs)、少突胶质细胞(OLIG)反应、疾病相关小胶质细胞(DAM)、疾病相关星形胶质细胞(DAA)以及与人类AD相关的小胶质细胞状态,表明不同的神经胶质表型在斑块周围出现并塑造局部免疫环境。IHC证实低Aβ斑块附近神经元凋亡增加,胶质细胞高斑块附近CD68丰度增加和突触损失更大。在体外,暴露于Aβ的iPSC衍生的小胶质细胞而非星形胶质细胞表现出转录组变化,与我们的ST数据集中确定的神经胶质状态密切反映。
我们的研究提供了来自人类AD脑组织的全面空间转录组数据集,并将空间基因表达与传统神经病理学联系起来。通过整合ST、snRNA-seq和人类多细胞模型,我们绘制了斑块-神经胶质龛内的细胞状态和分子事件。这项工作为剖析斑块-神经胶质相互作用提供了一个空间解析框架,并揭示了神经退行性病理学潜在的细胞和分子异质性的新见解。
在线版本包含可在10.1186/s44477-025-00002-z获取的补充材料。