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单细胞分辨率下人类大脑区域健康衰老的不同模式揭示了与神经退行性疾病的联系。

Divergent patterns of healthy aging across human brain regions at single-cell resolution reveal links to neurodegenerative disease.

作者信息

Duffy Megan F, Ding Jinhui, Langston Rebekah G, Shah Syed I, Nalls Mike A, Scholz Sonja W, Whitaker D Thad, Auluck Pavan K, Marenco Stefano, Gibbs J Raphael, Cookson Mark R

机构信息

Cell Biology and Gene Expression Section, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA 20892.

Computational Biology Group, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA 20892.

出版信息

bioRxiv. 2023 Aug 1:2023.07.31.551097. doi: 10.1101/2023.07.31.551097.

DOI:10.1101/2023.07.31.551097
PMID:37577533
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10418086/
Abstract

Age is a major common risk factor underlying neurodegenerative diseases, including Alzheimer's disease, Parkinson's disease, and amyotrophic lateral sclerosis. Previous studies reported that chronological age correlates with differential gene expression across different brain regions. However, prior datasets have not disambiguated whether expression associations with age are due to changes in cell numbers and/or gene expression per cell. In this study, we leveraged single nucleus RNA-sequencing (snRNAseq) to examine changes in cell proportions and transcriptomes in four different brain regions, each from 12 donors aged 20-30 years (young) or 60-85 years (old). We sampled 155,192 nuclei from two cortical regions (entorhinal cortex and middle temporal gyrus) and two subcortical regions (putamen and subventricular zone) relevant to neurodegenerative diseases or the proliferative niche. We found no changes in cellular composition of different brain regions with healthy aging. Surprisingly, we did find that each brain region has a distinct aging signature, with only minor overlap in differentially associated genes across regions. Moreover, each cell type shows distinct age-associated expression changes, including loss of protein synthesis genes in cortical inhibitory neurons, axonogenesis genes in excitatory neurons and oligodendrocyte precursor cells, enhanced gliosis markers in astrocytes and disease-associated markers in microglia, and genes critical for neuron-glia communication. Importantly, we find cell type-specific enrichments of age associations with genes nominated by Alzheimer's disease and Parkinson's disease genome-wide association studies (GWAS), such as apolipoprotein E (), and leucine-rich repeat kinase 2 () in microglia that are independent of overall expression levels across cell types. We present this data as a new resource which highlights, first, region- and cell type-specific transcriptomic changes in healthy aging that may contribute to selective vulnerability and, second, provide context for testing GWAS-nominated disease risk genes in relevant subtypes and developing more targeted therapeutic strategies. The data is readily accessible without requirement for extensive computational support in a public website, https://brainexp-hykyffa56a-uc.a.run.app/.

摘要

年龄是包括阿尔茨海默病、帕金森病和肌萎缩侧索硬化症在内的神经退行性疾病的一个主要常见风险因素。先前的研究报告称,实足年龄与不同脑区的基因差异表达相关。然而,之前的数据集尚未明确与年龄相关的表达关联是由于细胞数量的变化和/或每个细胞的基因表达变化。在本研究中,我们利用单核RNA测序(snRNAseq)来检测来自12名年龄在20 - 30岁(年轻)或60 - 85岁(年老)的供体的四个不同脑区的细胞比例和转录组的变化。我们从与神经退行性疾病或增殖微环境相关的两个皮质区域(内嗅皮质和颞中回)和两个皮质下区域(壳核和脑室下区)采集了155,192个细胞核。我们发现,在健康衰老过程中,不同脑区的细胞组成没有变化。令人惊讶的是,我们确实发现每个脑区都有独特的衰老特征,不同区域之间差异相关基因的重叠很少。此外,每种细胞类型都表现出与年龄相关的独特表达变化,包括皮质抑制性神经元中蛋白质合成基因的丧失、兴奋性神经元和少突胶质前体细胞中轴突发生基因的丧失、星形胶质细胞中胶质增生标志物的增强以及小胶质细胞中疾病相关标志物的增强,以及对神经元 - 胶质细胞通讯至关重要的基因。重要的是,我们发现与阿尔茨海默病和帕金森病全基因组关联研究(GWAS)提名的基因存在细胞类型特异性的年龄关联富集,例如小胶质细胞中的载脂蛋白E()和富含亮氨酸重复激酶2(),这些与跨细胞类型的总体表达水平无关。我们将这些数据作为一种新资源呈现出来,首先突出了健康衰老过程中可能导致选择性易损性的区域和细胞类型特异性转录组变化,其次为在相关亚型中测试GWAS提名的疾病风险基因以及制定更具针对性的治疗策略提供了背景信息。这些数据可在一个公共网站https://brainexp - hykyffa56a - uc.a.run.app/上轻松获取,无需大量的计算支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/d5b916d9597f/nihpp-2023.07.31.551097v1-f0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/3ea78fa4a9c3/nihpp-2023.07.31.551097v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/0e4d3870b44d/nihpp-2023.07.31.551097v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/eb82a47fb654/nihpp-2023.07.31.551097v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/0f574e4c8efb/nihpp-2023.07.31.551097v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/1de6148c66a6/nihpp-2023.07.31.551097v1-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/ccc251435f18/nihpp-2023.07.31.551097v1-f0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/dd16dae4c5e7/nihpp-2023.07.31.551097v1-f0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/d5b916d9597f/nihpp-2023.07.31.551097v1-f0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/3ea78fa4a9c3/nihpp-2023.07.31.551097v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/0e4d3870b44d/nihpp-2023.07.31.551097v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/eb82a47fb654/nihpp-2023.07.31.551097v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/0f574e4c8efb/nihpp-2023.07.31.551097v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/1de6148c66a6/nihpp-2023.07.31.551097v1-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/ccc251435f18/nihpp-2023.07.31.551097v1-f0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/dd16dae4c5e7/nihpp-2023.07.31.551097v1-f0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f467/10418086/d5b916d9597f/nihpp-2023.07.31.551097v1-f0009.jpg

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