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单核转录组学揭示了α-突触核蛋白病中疾病和病理学特异性特征。

Single-nucleus transcriptomics reveals disease- and pathology-specific signatures in α-synucleinopathies.

作者信息

Nido Gonzalo S, Castelli Martina, Mostafavi Sepideh, Rubiolo Anna, Shadad Omnia, Alves Guido, Tysnes Ole-Bjørn, Flønes Irene H, Dölle Christian, Tzoulis Charalampos

机构信息

Neuro-SysMed, Department of Neurology, Haukeland University Hospital, 5021 Bergen, Norway.

Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway.

出版信息

Brain. 2025 May 13;148(5):1588-1603. doi: 10.1093/brain/awae355.

DOI:10.1093/brain/awae355
PMID:39546628
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12073976/
Abstract

α-Synucleinopathies are progressive neurodegenerative disorders characterized by intracellular aggregation of α-synuclein, but their molecular pathogenesis remains unknown. Here, we explore cell-specific changes in gene expression across different α-synucleinopathies. We perform single-nucleus RNA sequencing on nearly 300 000 nuclei from the prefrontal cortex of individuals with idiopathic Parkinson's disease (PD, n = 20), Parkinson's disease caused by LRRK2 mutations (LRRK2-PD, n = 7), multiple system atrophy (n = 6) and healthy controls (n = 13). Idiopathic PD and LRRK2-PD exhibit a largely overlapping cell type-specific signature, which is distinct from that of multiple system atrophy and includes an overall decrease of the transcriptional output in neurons. Notably, most of the differential expression signal in idiopathic PD and LRRK2-PD is concentrated in a specific deep cortical neuronal subtype expressing adrenoceptor alpha 2A. Although most differentially expressed genes are highly cell type and disease specific, PDE10A is found to be downregulated consistently in most cortical neurons and across all three diseases. Finally, exploiting the variable presence and/or severity of α-synuclein pathology in LRRK2-PD and idiopathic PD, we identify cell type-specific signatures associated with α-synuclein pathology, including a neuronal upregulation of SNCA itself, encoding α-synuclein. Our findings provide new insights into the cell-specific transcriptional landscape of the α-synucleinopathy spectrum.

摘要

α-突触核蛋白病是一类进行性神经退行性疾病,其特征为α-突触核蛋白在细胞内聚集,但其分子发病机制仍不清楚。在此,我们探究了不同α-突触核蛋白病中基因表达的细胞特异性变化。我们对来自特发性帕金森病(PD,n = 20)、由LRRK2突变引起的帕金森病(LRRK2-PD,n = 7)、多系统萎缩(n = 6)患者的前额叶皮质以及健康对照(n = 13)的近30万个细胞核进行了单核RNA测序。特发性PD和LRRK2-PD表现出很大程度上重叠的细胞类型特异性特征,这与多系统萎缩不同,包括神经元转录输出的总体下降。值得注意的是,特发性PD和LRRK2-PD中大多数差异表达信号集中在表达肾上腺素能受体α2A的特定深层皮质神经元亚型中。尽管大多数差异表达基因具有高度的细胞类型和疾病特异性,但发现PDE10A在大多数皮质神经元以及所有这三种疾病中均持续下调。最后,利用LRRK2-PD和特发性PD中α-突触核蛋白病理学的可变存在和/或严重程度,我们确定了与α-突触核蛋白病理学相关的细胞类型特异性特征,包括编码α-突触核蛋白的SNCA本身在神经元中的上调。我们的研究结果为α-突触核蛋白病谱的细胞特异性转录图谱提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/eb466e6d33d5/awae355f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/05bf3cff9dd1/awae355f1.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/2227f0537e4c/awae355f4.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/eb466e6d33d5/awae355f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/05bf3cff9dd1/awae355f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/cc1f65d9efb4/awae355f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/dd2cfd91f6db/awae355f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/2227f0537e4c/awae355f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/dcbf79a41ddc/awae355f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ccb/12073976/eb466e6d33d5/awae355f6.jpg

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Unsupervised removal of systematic background noise from droplet-based single-cell experiments using CellBender.基于 CellBender 的无监督去除液滴式单细胞实验系统背景噪声。
Nat Methods. 2023 Sep;20(9):1323-1335. doi: 10.1038/s41592-023-01943-7. Epub 2023 Aug 7.
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Neuronal loss drives differentially expressed protein-pathways in the PSP globus pallidus.
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Clin Transl Med. 2023 Jul;13(7):e1280. doi: 10.1002/ctm2.1280.
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Not every estimate counts - evaluation of cell composition estimation approaches in brain bulk tissue data.并非所有的估计都有意义——评估大脑整体组织数据中细胞组成估计方法。
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Inhibition of PDE10A in a New Rat Model of Severe Dopamine Depletion Suggests New Approach to Non-Dopamine Parkinson's Disease Therapy.在一种新的严重多巴胺耗竭大鼠模型中抑制 PDE10A 提示了非多巴胺帕金森病治疗的新方法。
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