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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, North Carolina, USA.

Center for Genomic and Computational Biology, Duke University Medical Center, Durham, North Carolina, USA.

出版信息

Alzheimers Dement. 2025 May;21(5):e70012. doi: 10.1002/alz.70012.

Abstract

INTRODUCTION

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

METHODS

We profiled whole transcriptomes of NDD cortical tissue by single-nucleus RNA sequencing, using computational analyses to identify common and distinct differentially expressed genes (DEGs), pathways, vulnerable and disease-driver cell subtypes, and altered cell-to-cell interactions.

RESULTS

The same inhibitory neuron subtype was depleted in both AD and DLB. Potentially disease-driving neuronal cell subtypes were identified 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, AD and PD showed greatest transcriptomic divergence, while DLB exhibited an intermediate signature.

DISCUSSION

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

HIGHLIGHTS

The same vulnerable inhibitory neuron subtype population was depleted in both Alzheimer's disease (AD) and dementia with Lewy bodies (DLB). Potentially disease-driving neuronal cell subtypes were discovered in both Parkinson's disease (PD) and DLB. Cell-cell communication was predicted to be increased in AD but decreased in DLB and PD. Differentially expressed genes were most commonly shared across neurodegenerative diseases in inhibitory neuron types. AD and PD had the greatest transcriptomic divergence, with DLB showing an intermediate signature.

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

我们通过单核RNA测序对NDD皮质组织的全转录组进行了分析,利用计算分析来识别共同和不同的差异表达基因(DEGs)、通路、易损和疾病驱动细胞亚型,以及改变的细胞间相互作用。

结果

AD和DLB中相同的抑制性神经元亚型均减少。在PD和DLB中均鉴定出潜在的疾病驱动神经元细胞亚型。预测AD中细胞间通讯增加,而DLB和PD中细胞间通讯减少。DEGs在抑制性神经元亚型的NDDs中最常见。总体而言,AD和PD表现出最大的转录组差异,而DLB表现出中间特征。

讨论

这些结果可能有助于解释这些NDDs的临床病理谱,并为发病机制潜在的共同和不同分子机制提供独特见解。

要点

阿尔茨海默病(AD)和路易体痴呆(DLB)中相同的易损抑制性神经元亚型群体均减少。在帕金森病(PD)和DLB中均发现了潜在的疾病驱动神经元细胞亚型。预测AD中细胞间通讯增加,而DLB和PD中细胞间通讯减少。差异表达基因在抑制性神经元类型的神经退行性疾病中最常见。AD和PD的转录组差异最大,DLB表现出中间特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc8b/12061851/0dc041ac2fc8/ALZ-21-e70012-g002.jpg

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