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帕金森病的网络观点。

A network view on Parkinson's disease.

机构信息

Center for the Study of Biological Complexity, Virginia Commonwealth University, United States.

出版信息

Comput Struct Biotechnol J. 2013 Jul 14;7:e201304004. doi: 10.5936/csbj.201304004. eCollection 2013.

Abstract

Network-based systems biology tools including Pathway Studio 9.0 were used to identify Parkinson's disease (PD) critical molecular players, drug targets, and underlying biological processes. Utilizing several microarray gene expression datasets, biomolecular networks such as direct interaction, shortest path, and microRNA regulatory networks were constructed and analyzed for the disease conditions. Network topology analysis of node connectivity and centrality revealed in combination with the guilt-by-association rule 17 novel genes of PD-potential interest. Seven new microRNAs (miR-132, miR-133a1, miR-181-1, miR-182, miR-218-1, miR-29a, and miR-330) related to Parkinson's disease were identified, along with more microRNA targeted genes of interest like RIMS3, SEMA6D and SYNJ1. David and IPA enrichment analysis of KEGG and canonical pathways provided valuable mechanistic information emphasizing among others the role of chemokine signaling, adherence junction, and regulation of actin cytoskeleton pathways. Several routes for possible disease initiation and neuro protection mechanisms triggered via the extra-cellular ligands such as CX3CL1, SEMA6D and IL12B were thus uncovered, and a dual regulatory system of integrated transcription factors and microRNAs mechanisms was detected.

摘要

使用基于网络的系统生物学工具(包括 Pathway Studio 9.0)来确定帕金森病(PD)的关键分子靶点、药物靶点和潜在的生物学过程。利用多个微阵列基因表达数据集,构建并分析了直接相互作用、最短路径和 microRNA 调控网络等生物分子网络,以了解疾病状况。节点连接性和中心性的网络拓扑分析与关联规则相结合,揭示了 17 个具有 PD 潜力的新基因。确定了 7 个与帕金森病相关的新 microRNAs(miR-132、miR-133a1、miR-181-1、miR-182、miR-218-1、miR-29a 和 miR-330),以及更多与帕金森病相关的 microRNA 靶向基因,如 RIMS3、SEMA6D 和 SYNJ1。KEGG 和经典途径的 DAVID 和 IPA 富集分析提供了有价值的机制信息,强调了趋化因子信号、粘附连接和肌动蛋白细胞骨架途径的调节等作用。通过细胞外配体(如 CX3CL1、SEMA6D 和 IL12B)发现了可能的疾病起始和神经保护机制的几条途径,并检测到了整合转录因子和 microRNA 机制的双重调节系统。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/93f2/3962195/5ac48108d0de/CSBJ-7-e201304004-g001.jpg

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