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阿尔茨海默病中的双重病毒寄生、多种微生物中枢神经系统驻留和蛋白质稳态失调:基于基因表达数据的计算分析。

Double hit viral parasitism, polymicrobial CNS residency and perturbed proteostasis in Alzheimer's disease: A data driven, in silico analysis of gene expression data.

机构信息

Department of Neurology, Athens Naval Hospital, P.C. 115 21, Athens, Greece; Department of Respiratory Medicine, Faculty of Medicine, University of Thessaly, Biopolis, P.C, 41500, Larissa, Greece; Department of Computer Science and Telecommunications, University of Thessaly, Papasiopoulou 2 - 4, P.C. 35 131 Galaneika, Lamia, Greece.

Laboratory of Medical Physics, Faculty of Health Sciences, School of Medicine, Aristotle University of Thessaloniki, P.C. 5414, Thessaloniki, Greece.

出版信息

Mol Immunol. 2020 Nov;127:124-135. doi: 10.1016/j.molimm.2020.08.021. Epub 2020 Sep 21.

Abstract

The aim of this study was to determine the interaction of peripheral immunity vs. the CNS in the setting of AD pathogenesis at the transcriptomic level in a data driven manner. For this purpose, publicly available gene expression data from the GEO Datasets repository. We performed differential gene expression and functional enrichment analyses were performed on the five retrieved studies: (a) three hippocampal cortex (HC) studies (b) one study of peripheral blood mononuclear cells (PBMC) and (c) one involving neurofibrillary tangle - containing neurons of the entorhinal cortex (NFT EC). Subsequently, BLAST was used to determine protein conservation between human proteins vs. microbial, whereas putative protein / oligopeptide antigenicity were determined via RANKPep. Gene ontology and pathway analyses revealed significantly enriched viral parasitism pathways in both PBMC and NFT - EC datasets, mediated by ribosomal protein families and epigenetic regulators. Among these, a salient viral pathway referred to Influenza A infection. NFT - EC annotations included leukocyte chemotaxis and immune response pathways. All datasets were significantly enriched for infectious pathways, as well as pathways involved in impaired proteostasis and non - phagocytic cell phagosomal cascades. In conclusion, our in silico analysis outlined an ad hoc model of AD pathophysiology in which double hit (PBMC and NFT-EC) viral parasitism is mediated by eukaryotic translational hijacking, and may be further implicated by impaired immune responses. Overall, our results overlap with the antimicrobial protection hypothesis of AD pathogenesis and support the notion of a pathogen - driven etiology.

摘要

本研究旨在通过数据驱动的方式,从转录组水平上确定 AD 发病机制中外周免疫与中枢神经系统的相互作用。为此,我们从 GEO 数据集存储库中获取了公开的基因表达数据。我们对检索到的五项研究(a)三个海马皮质(HC)研究,(b)一个外周血单核细胞(PBMC)研究和(c)一个涉及含有神经纤维缠结的内嗅皮层(NFT-EC)神经元的研究进行了差异基因表达和功能富集分析。随后,我们使用 BLAST 来确定人类蛋白与微生物蛋白之间的蛋白保守性,而通过 RANKPep 来确定假定的蛋白/寡肽抗原性。基因本体论和途径分析表明,在 PBMC 和 NFT-EC 数据集中,核糖体蛋白家族和表观遗传调节剂介导的病毒寄生途径显著富集。在这些途径中,一个显著的病毒途径是甲型流感感染。NFT-EC 注释包括白细胞趋化和免疫反应途径。所有数据集都显著富集了传染性途径,以及涉及蛋白质稳态受损和非吞噬细胞吞噬体级联的途径。总之,我们的计算机分析概述了 AD 病理生理学的一个特定模型,其中双重打击(PBMC 和 NFT-EC)病毒寄生是由真核翻译劫持介导的,并且可能进一步受到免疫反应受损的影响。总的来说,我们的结果与 AD 发病机制中的抗菌保护假说重叠,并支持病原体驱动病因的概念。

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