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阿尔茨海默病患者人脑和鼠脑中内含子保留的综合功能基因组分析。

Integrative functional genomic analysis of intron retention in human and mouse brain with Alzheimer's disease.

机构信息

Hunan Provincial Key Lab on Bioinformatics, School of Computer Science and Engineering, Central South University, Changsha, Hunan, P.R. China.

Institute for Systems Biology, Seattle, Washington, USA.

出版信息

Alzheimers Dement. 2021 Jun;17(6):984-1004. doi: 10.1002/alz.12254. Epub 2021 Jan 21.

Abstract

Intron retention (IR) has been implicated in the pathogenesis of complex diseases such as cancers; its association with Alzheimer's disease (AD) remains unexplored. We performed genome-wide analysis of IR through integrating genetic, transcriptomic, and proteomic data of AD subjects and mouse models from the Accelerating Medicines Partnership-Alzheimer's Disease project. We identified 4535 and 4086 IR events in 2173 human and 1736 mouse genes, respectively. Quantitation of IR enabled the identification of differentially expressed genes that conventional exon-level approaches did not reveal. There were significant correlations of intron expression within innate immune genes, like HMBOX1, with AD in humans. Peptides with a high probability of translation from intron-retained mRNAs were identified using mass spectrometry. Further, we established AD-specific intron expression Quantitative Trait Loci, and identified splicing-related genes that may regulate IR. Our analysis provides a novel resource for the search for new AD biomarkers and pathological mechanisms.

摘要

内含子保留(IR)与癌症等复杂疾病的发病机制有关;但其与阿尔茨海默病(AD)的关联仍未得到探索。我们通过整合 AD 患者和 Accelerating Medicines Partnership-AD 项目小鼠模型的遗传、转录组和蛋白质组数据,对 IR 进行了全基因组分析。我们分别在 2173 个人类和 1736 个小鼠基因中鉴定到了 4535 和 4086 个 IR 事件。IR 的定量分析能够识别出常规外显子水平方法无法揭示的差异表达基因。在人类中,先天免疫基因(如 HMBOX1)内的内含子表达具有高度相关性。通过质谱分析鉴定了具有高概率从内含子保留的 mRNA 翻译的肽。此外,我们建立了 AD 特异性内含子表达数量性状基因座,并鉴定了可能调节 IR 的剪接相关基因。我们的分析为寻找新的 AD 生物标志物和病理机制提供了新的资源。

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