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胰岛素和脑源性神经营养因子相关的RORA在海马体中的调节作用:对阿尔茨海默病的影响。

A regulatory role for the insulin- and BDNF-linked RORA in the hippocampus: implications for Alzheimer's disease.

作者信息

Acquaah-Mensah George K, Agu Nnenna, Khan Tayyiba, Gardner Alice

机构信息

Department of Pharmaceutical Sciences, School of Pharmacy, MCPHS University (Massachusetts College of Pharmacy and Health Sciences), Worcester, Massachusetts, USA.

出版信息

J Alzheimers Dis. 2015;44(3):827-38. doi: 10.3233/JAD-141731.

Abstract

Alzheimer's disease (AD) is the leading cause of dementia. The etiology of AD remains, in large part, unresolved. In this study, gene expression (microarray) data from postmortem brains in normal aged as well as AD-affected brains in conjunction with transcriptional regulatory networks were explored for etiological insights. The focus was on the hippocampus, a brain region key to memory and learning. The transcriptional regulatory networks were inferred using a trees-based (random forests or extra-trees) as well as a mutual information-based algorithm applied to compendia of adult mouse whole brain and hippocampus microarray data. Network nodes representing human orthologs of the mouse networks were used in the subsequent analysis. Among the potential transcriptional regulators tied to insulin or brain-derived neurotrophic factor (INS1, INS2, BDNF), whose peptide products have been linked to AD, is the Retinoic Acid Receptor-Related Orphan Receptor (RORA). RORA is a nuclear receptor transcription factor whose expression is distinctly upregulated in the AD hippocampus. A notable cross-section of genes differentially expressed in the AD hippocampus was found to be linked to RORA in the networks. Furthermore, several genes associated with RORA in the networks, such as APP, DNM1L, and TIA1 have been implicated in AD. Computationally-derived clusters and modules within the networks indicated strong ties between RORA and genes involved in the AD etiology. In addition, a functional mapping scheme using activity and interaction data affirmed the same network links to RORA. Thus, RORA emerges as a gene with a probable central role in the AD pathology/etiology.

摘要

阿尔茨海默病(AD)是痴呆症的主要病因。AD的病因在很大程度上仍未得到解决。在本研究中,我们探索了来自正常老年和AD患者死后大脑的基因表达(微阵列)数据,并结合转录调控网络,以获取病因学方面的见解。重点关注海马体,这是一个对记忆和学习至关重要的脑区。转录调控网络是使用基于树的(随机森林或极端随机树)以及基于互信息的算法,应用于成年小鼠全脑和海马体微阵列数据的数据集来推断的。后续分析中使用了代表小鼠网络人类直系同源物的网络节点。在与胰岛素或脑源性神经营养因子(INS1、INS2、BDNF)相关的潜在转录调节因子中,其肽产物与AD有关联,其中包括视黄酸受体相关孤儿受体(RORA)。RORA是一种核受体转录因子,其表达在AD海马体中明显上调。发现在AD海马体中差异表达的一组显著基因在网络中与RORA相关联。此外,网络中与RORA相关的几个基因,如APP、DNM1L和TIA1,都与AD有关。网络中通过计算得出的簇和模块表明RORA与参与AD病因学的基因之间存在紧密联系。此外,使用活性和相互作用数据的功能映射方案证实了与RORA相同的网络联系。因此,RORA成为一个可能在AD病理/病因学中起核心作用的基因。

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