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神经退行性疾病中单细胞转录组景观的比较图谱

Comparative mapping of single-cell transcriptomic landscapes in neurodegenerative diseases.

作者信息

Shwab E Keats, Man Zhaohui, Gingerich Daniel C, Gamache Julia, Garrett Melanie E, Serrano Geidy E, Beach Thomas G, Crawford Gregory E, Ashley-Koch Allison E, Chiba-Falek Ornit

机构信息

Division of Translational Brain Sciences, Department of Neurology, Duke University Medical Center, Durham, NC, 27710, USA.

Center for Genomic and Computational Biology, Duke University Medical Center, Durham, NC, 27708, USA.

出版信息

bioRxiv. 2024 Dec 17:2024.12.13.628436. doi: 10.1101/2024.12.13.628436.

Abstract

INTRODUCTION

Alzheimer's disease (AD), Dementia with Lewy bodies (DLB), and Parkinson's disease (PD) represent a spectrum of neurodegenerative disorders (NDDs). Here, we performed the first direct comparison of their transcriptomic landscapes.

METHODS

We profiled the whole transcriptomes of NDD cortical tissue by snRNA-seq. We used computational analyses to identify common and distinct differentially expressed genes (DEGs), biological pathways, vulnerable and disease-driver cell subtypes, and alteration in cell-to-cell interactions.

RESULTS

The same vulnerable inhibitory neuron subtype was depleted in both AD and DLB. Potentially disease-driving neuronal cell subtypes were present in both PD and DLB. Cell-cell communication was predicted to be increased in AD but decreased in DLB and PD. DEGs were most commonly shared across NDDs within inhibitory neuron subtypes. Overall, we observed the greatest transcriptomic divergence between AD and PD, while DLB exhibited an intermediate transcriptomic signature.

DISCUSSION

These results help explain the clinicopathological spectrum of this group of NDDs and provide unique insights into the shared and distinct molecular mechanisms underlying the pathogenesis of NDDs.

摘要

引言

阿尔茨海默病(AD)、路易体痴呆(DLB)和帕金森病(PD)代表了一系列神经退行性疾病(NDDs)。在此,我们首次对它们的转录组图谱进行了直接比较。

方法

我们通过单细胞核RNA测序(snRNA-seq)分析了NDD皮质组织的全转录组。我们使用计算分析来识别共同的和不同的差异表达基因(DEGs)、生物学途径、易损和疾病驱动细胞亚型以及细胞间相互作用的改变。

结果

在AD和DLB中,相同的易损抑制性神经元亚型均减少。在PD和DLB中均存在潜在的疾病驱动神经元细胞亚型。预计AD中的细胞间通讯会增加,而DLB和PD中的细胞间通讯会减少。差异表达基因在抑制性神经元亚型的NDDs中最常见。总体而言,我们观察到AD和PD之间的转录组差异最大,而DLB表现出中间转录组特征。

讨论

这些结果有助于解释这组NDDs的临床病理谱,并为NDDs发病机制的共同和不同分子机制提供独特见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0f0/11702568/614ed76f6587/nihpp-2024.12.13.628436v1-f0001.jpg

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