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单核多组学鉴定出ZEB1和MAFB作为阿尔茨海默病特异性调控元件的候选调节因子。

Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer's disease-specific -regulatory elements.

作者信息

Anderson Ashlyn G, Rogers Brianne B, Loupe Jacob M, Rodriguez-Nunez Ivan, Roberts Sydney C, White Lauren M, Brazell J Nicholas, Bunney William E, Bunney Blynn G, Watson Stanley J, Cochran J Nicholas, Myers Richard M, Rizzardi Lindsay F

机构信息

HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA.

University of Alabama at Birmingham, Birmingham, AL, USA.

出版信息

Cell Genom. 2023 Feb 2;3(3):100263. doi: 10.1016/j.xgen.2023.100263. eCollection 2023 Mar 8.

Abstract

Cell type-specific transcriptional differences between brain tissues from donors with Alzheimer's disease (AD) and unaffected controls have been well documented, but few studies have rigorously interrogated the regulatory mechanisms responsible for these alterations. We performed single nucleus multiomics (snRNA-seq plus snATAC-seq) on 105,332 nuclei isolated from cortical tissues from 7 AD and 8 unaffected donors to identify candidate -regulatory elements (CREs) involved in AD-associated transcriptional changes. We detected 319,861 significant correlations, or links, between gene expression and cell type-specific transposase accessible regions enriched for active CREs. Among these, 40,831 were unique to AD tissues. Validation experiments confirmed the activity of many regions, including several candidate regulators of expression. We identified ZEB1 and MAFB as candidate transcription factors playing important roles in AD-specific gene regulation in neurons and microglia, respectively. Microglia links were globally enriched for heritability of AD risk and previously identified active regulatory regions.

摘要

阿尔茨海默病(AD)患者与未受影响对照者脑组织之间细胞类型特异性转录差异已有充分记录,但很少有研究严格探究导致这些改变的调控机制。我们对从7名AD患者和8名未受影响供体的皮质组织中分离出的105,332个细胞核进行了单核多组学分析(snRNA-seq加snATAC-seq),以识别参与AD相关转录变化的候选调控元件(CRE)。我们检测到基因表达与富含活性CRE的细胞类型特异性转座酶可及区域之间存在319,861个显著相关性或联系。其中,40,831个是AD组织特有的。验证实验证实了许多区域的活性,包括几个基因表达的候选调节因子。我们确定ZEB1和MAFB分别是在神经元和小胶质细胞的AD特异性基因调控中起重要作用的候选转录因子。小胶质细胞的联系在AD风险的遗传力和先前确定的活性调控区域中普遍富集。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fcba/10025452/39757fa69961/fx1.jpg

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