Pathogenesis of axial spondyloarthropathy in a network perspective

Jing Zhao, Jie Chen, Tinghong Yang, Petter Holme
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Abstract

Complex chronic diseases are usually not caused by changes in a single causal gene but by an unbalanced regulating network resulting from the dysfunctions of multiple genes or their products. Therefore, network based systems approach can be helpful for the identification of candidate genes related to complex diseases and their relationships. The Axial spondyloarthropathy (SpA) is a group of chronic inflammatory joint diseases that mainly affects the spine and the sacroiliac joints, yet, the pathogenesis of SpA remains largely unknown. In this paper, we conducted a networked systems study on the pathogenesis of SpA. We integrated data related to SpA, from the OMIM database, proteomics and microarray experiments of SpA, to prioritize SpA candidate disease genes in the context of human protein interactome. Based on the top ranked SpA related genes, we constructed a PPI network and identified potential pathways associated with SpA. The PPI network and pathways reflect the well-known knowledge of SpA, i.e., immune mediated inflammation, as well as imbalanced bone modeling caused new bone formation and bone loss. This study may facilitate our understanding of the SpA pathogenesis from the perspective of network systems.
从网络角度看轴型关节病的发病机制
复杂的慢性疾病通常不是由单个致病基因的变化引起的,而是由多个基因或其产物功能障碍导致的调节网络不平衡引起的。因此,基于网络的系统方法有助于识别与复杂疾病相关的候选基因及其相互关系。轴向性椎体关节病(Axial spondyloarthropathy, SpA)是一组以脊柱和骶髂关节为主的慢性炎症性关节病,其发病机制尚不清楚。在本文中,我们对SpA的发病机制进行了网络系统研究。我们整合了来自OMIM数据库的SpA相关数据、SpA的蛋白质组学和微阵列实验,在人类蛋白质相互作用组的背景下对SpA候选疾病基因进行优先排序。基于排名靠前的SpA相关基因,我们构建了PPI网络,并确定了SpA相关的潜在通路。PPI网络和通路反映了众所周知的SpA知识,即免疫介导的炎症,以及不平衡的骨建模导致的新骨形成和骨质流失。本研究有助于我们从网络系统的角度理解SpA的发病机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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