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犬黏液瘤样二尖瓣疾病的基因网络和经典通路分析:一项微阵列研究

Gene network and canonical pathway analysis in canine myxomatous mitral valve disease: a microarray study.

作者信息

Lu C-C, Liu M-M, Culshaw G, Clinton M, Argyle D J, Corcoran B M

机构信息

Royal (Dick) School of Veterinary Studies and The Roslin Institute, The University of Edinburgh, Easter Bush, Roslin, Mid-Lothian, Scotland EH25 9RG, UK.

Royal (Dick) School of Veterinary Studies and The Roslin Institute, The University of Edinburgh, Easter Bush, Roslin, Mid-Lothian, Scotland EH25 9RG, UK.

出版信息

Vet J. 2015 Apr;204(1):23-31. doi: 10.1016/j.tvjl.2015.02.021. Epub 2015 Mar 5.

Abstract

Myxomatous mitral valve disease (MMVD) is the single most common acquired heart disease of the dog and is particularly common in small pedigree breed dogs such as the Cavalier King Charles spaniel (CKCS). There are limited data on the mitral valve transcriptome and the aim of this study was to use the microarray technology in conjunction with bioinformatics platforms to analyse transcript changes in MMVD in CKCS compared to normal dogs (non-CKCS). Differentially expressed genes (n = 5397) were identified using cut-off settings of fold change, false discovery rate (FDR) and P <0.05. In total, 4002 genes were annotated to a specific transcript in the Affymetrix canine database, and after further filtering, 591 annotated canine genes were identified: 322 (55%) were up-regulated and 269 (45%) were down-regulated. Canine microRNAs (cfa-miR; n = 59) were also identified. Gene ontology and network analysis platforms identified between six and 10 significantly different biological function clusters from which the following were selected as relevant to MMVD: inflammation, cell movement, cardiovascular development, extracellular matrix organisation and epithelial-to-mesenchymal (EMT) transition. Ingenuity Pathway Analysis identified three canonical pathways relevant to MMVD: caveolar-mediated endocytosis, remodelling of epithelial adherens junctions, and endothelin-1 signalling. Considering the biological relevance to MMVD, the gene families of importance with significant difference between groups included collagens, ADAMTS peptidases, proteoglycans, matrix metalloproteinases (MMPs) and their inhibitors, basement membrane components, cathepsin S, integrins, tight junction cell adhesion proteins, cadherins, other matrix-associated proteins, and members of the serotonin (5-HT)/transforming growth factor -β signalling pathway.

摘要

黏液瘤样二尖瓣疾病(MMVD)是犬类最常见的单一后天性心脏病,在小型纯种犬中尤为常见,如骑士查理王小猎犬(CKCS)。关于二尖瓣转录组的数据有限,本研究的目的是结合生物信息学平台使用微阵列技术,分析CKCS中MMVD与正常犬(非CKCS)相比的转录变化。使用倍数变化、错误发现率(FDR)和P<0.05的截断设置来识别差异表达基因(n = 5397)。总共有4002个基因在Affymetrix犬类数据库中被注释到特定转录本,经过进一步筛选,鉴定出591个注释的犬类基因:322个(55%)上调,269个(45%)下调。还鉴定出了犬微小RNA(cfa-miR;n = 59)。基因本体和网络分析平台识别出6至10个显著不同的生物学功能簇,从中选择以下与MMVD相关的簇:炎症、细胞运动、心血管发育、细胞外基质组织和上皮-间充质(EMT)转变。 Ingenuity通路分析确定了与MMVD相关的三个经典通路:小窝介导的内吞作用、上皮黏附连接的重塑和内皮素-1信号传导。考虑到与MMVD的生物学相关性,组间有显著差异的重要基因家族包括胶原蛋白、ADAMTS肽酶、蛋白聚糖、基质金属蛋白酶(MMPs)及其抑制剂、基底膜成分、组织蛋白酶S、整合素、紧密连接细胞黏附蛋白、钙黏蛋白、其他基质相关蛋白以及血清素(5-HT)/转化生长因子-β信号通路的成员。

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