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对一个综合知识库的网络分析揭示了神经酰胺在阿尔茨海默病中的双重作用。

Network Analysis of a Comprehensive Knowledge Repository Reveals a Dual Role for Ceramide in Alzheimer's Disease.

作者信息

Mizuno Satoshi, Ogishima Soichi, Kitatani Kazuyuki, Kikuchi Masataka, Tanaka Hiroshi, Yaegashi Nobuo, Nakaya Jun

机构信息

Department of Clinical Informatics, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan.

Department of Clinical Record Informatics, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Miyagi, Japan.

出版信息

PLoS One. 2016 Feb 5;11(2):e0148431. doi: 10.1371/journal.pone.0148431. eCollection 2016.

Abstract

Alzheimer's disease (AD) is the most common cause of senile dementia. Many inflammatory factors such as amyloid-β and pro-inflammatory cytokines are known to contribute to the inflammatory response in the AD brain. Sphingolipids are widely known to have roles in the pathogenesis of inflammatory diseases, where the precise roles for sphingolipids in inflammation-associated pathogenesis of AD are not well understood. Here we performed a network analysis to clarify the importance of sphingolipids and to model relationships among inflammatory factors and sphingolipids in AD. In this study, we have updated sphingolipid signaling and metabolic cascades in a map of AD signaling networks that we named "AlzPathway," a comprehensive knowledge repository of signaling pathways in AD. Our network analysis of the updated AlzPathway indicates that the pathways related to ceramide are one of the primary pathways and that ceramide is one of the important players in the pathogenesis of AD. The results of our analysis suggest the following two prospects about inflammation in AD: (1) ceramide could play important roles in both inflammatory and anti-inflammatory pathways of AD, and (2) several factors such as Sphingomyelinase and Siglec-11 may be associated with ceramide related inflammation and anti-inflammation pathways in AD. In this study, network analysis of comprehensive knowledge repository reveals a dual role for ceramide in AD. This result provides a clue to clarify sphingolipids related inflammatory and anti-inflammatory pathways in AD.

摘要

阿尔茨海默病(AD)是老年痴呆最常见的病因。许多炎症因子,如β-淀粉样蛋白和促炎细胞因子,已知会促成AD大脑中的炎症反应。鞘脂在炎症性疾病的发病机制中发挥作用已广为人知,然而鞘脂在AD炎症相关发病机制中的具体作用尚不清楚。在此,我们进行了一项网络分析,以阐明鞘脂的重要性,并构建AD中炎症因子与鞘脂之间关系的模型。在本研究中,我们在一张名为“AlzPathway”的AD信号网络图谱中更新了鞘脂信号传导和代谢级联反应,这是一个AD信号通路的综合知识库。我们对更新后的AlzPathway进行的网络分析表明,与神经酰胺相关的通路是主要通路之一,且神经酰胺是AD发病机制中的重要参与者之一。我们的分析结果提示了关于AD炎症的以下两个前景:(1)神经酰胺可能在AD的炎症和抗炎通路中均发挥重要作用;(2)鞘磷脂酶和唾液酸结合免疫球蛋白样凝集素11等几种因子可能与AD中神经酰胺相关的炎症和抗炎通路有关。在本研究中,对综合知识库的网络分析揭示了神经酰胺在AD中的双重作用。这一结果为阐明AD中鞘脂相关的炎症和抗炎通路提供了线索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3672/4752297/51890a86759f/pone.0148431.g001.jpg

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