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AMP 激酶的核心作用及能量代谢失衡在阿尔茨海默病中的作用:一个多因素网络分析。

The central role of AMP-kinase and energy homeostasis impairment in Alzheimer's disease: a multifactor network analysis.

机构信息

The Microsoft Research - University of Trento Centre for Computational Systems Biology, Rovereto, Italy.

出版信息

PLoS One. 2013 Nov 12;8(11):e78919. doi: 10.1371/journal.pone.0078919. eCollection 2013.

Abstract

Alzheimer's disease is the most common cause of dementia worldwide, affecting the elderly population. It is characterized by the hallmark pathology of amyloid-β deposition, neurofibrillary tangle formation, and extensive neuronal degeneration in the brain. Wealth of data related to Alzheimer's disease has been generated to date, nevertheless, the molecular mechanism underlying the etiology and pathophysiology of the disease is still unknown. Here we described a method for the combined analysis of multiple types of genome-wide data aimed at revealing convergent evidence interest that would not be captured by a standard molecular approach. Lists of Alzheimer-related genes (seed genes) were obtained from different sets of data on gene expression, SNPs, and molecular targets of drugs. Network analysis was applied for identifying the regions of the human protein-protein interaction network showing a significant enrichment in seed genes, and ultimately, in genes associated to Alzheimer's disease, due to the cumulative effect of different combinations of the starting data sets. The functional properties of these enriched modules were characterized, effectively considering the role of both Alzheimer-related seed genes and genes that closely interact with them. This approach allowed us to present evidence in favor of one of the competing theories about AD underlying processes, specifically evidence supporting a predominant role of metabolism-associated biological process terms, including autophagy, insulin and fatty acid metabolic processes in Alzheimer, with a focus on AMP-activated protein kinase. This central regulator of cellular energy homeostasis regulates a series of brain functions altered in Alzheimer's disease and could link genetic perturbation with neuronal transmission and energy regulation, representing a potential candidate to be targeted by therapy.

摘要

阿尔茨海默病是全球最常见的痴呆症病因,影响老年人群体。其特征是标志性的淀粉样蛋白-β沉积、神经纤维缠结形成以及大脑中广泛的神经元退化。迄今为止,已经产生了大量与阿尔茨海默病相关的数据,但该疾病的病因和发病机制的分子机制仍不清楚。在这里,我们描述了一种联合分析多种全基因组数据的方法,旨在揭示标准分子方法无法捕捉到的趋同证据。从不同的基因表达、SNP 和药物分子靶点数据集中获得了与阿尔茨海默病相关的基因(种子基因)列表。网络分析用于识别人类蛋白质-蛋白质相互作用网络中显示出显著富集的区域,这些区域中的种子基因数量因不同起始数据集的组合累积效应而增加,最终与阿尔茨海默病相关的基因数量也会增加。这些富集模块的功能特性得到了有效表征,实际上考虑了与阿尔茨海默病相关的种子基因和与其密切相互作用的基因的作用。这种方法使我们能够提供支持 AD 潜在过程的竞争理论之一的证据,具体来说,证据支持代谢相关生物学过程术语的主要作用,包括自噬、胰岛素和脂肪酸代谢过程在阿尔茨海默病中的作用,重点是 AMP 激活的蛋白激酶。这种细胞能量稳态的中央调节剂调节了阿尔茨海默病中改变的一系列大脑功能,并且可以将遗传扰动与神经元传递和能量调节联系起来,代表了一种潜在的治疗靶点候选物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26b5/3827084/115a4a32a9e1/pone.0078919.g001.jpg

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