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使用基因集分析评估线粒体遗传变异与原发性开角型青光眼的关联。

Assessing the Association of Mitochondrial Genetic Variation With Primary Open-Angle Glaucoma Using Gene-Set Analyses.

作者信息

Khawaja Anthony P, Cooke Bailey Jessica N, Kang Jae Hee, Allingham R Rand, Hauser Michael A, Brilliant Murray, Budenz Donald L, Christen William G, Fingert John, Gaasterland Douglas, Gaasterland Terry, Kraft Peter, Lee Richard K, Lichter Paul R, Liu Yutao, Medeiros Felipe, Moroi Syoko E, Richards Julia E, Realini Tony, Ritch Robert, Schuman Joel S, Scott William K, Singh Kuldev, Sit Arthur J, Vollrath Douglas, Wollstein Gadi, Zack Donald J, Zhang Kang, Pericak-Vance Margaret, Weinreb Robert N, Haines Jonathan L, Pasquale Louis R, Wiggs Janey L

机构信息

National Institute for Health Research (NIHR) Biomedical Research Centre, Moorfields Eye Hospital National Health Service (NHS) Foundation Trust, and University College London (UCL) Institute of Ophthalmology, London, United Kingdom.

Department of Epidemiology and Biostatistics, Institute for Computational Biology, Case Western Reserve University School of Medicine, Cleveland, Ohio, United States.

出版信息

Invest Ophthalmol Vis Sci. 2016 Sep 1;57(11):5046-5052. doi: 10.1167/iovs.16-20017.

Abstract

PURPOSE

Recent studies indicate that mitochondrial proteins may contribute to the pathogenesis of primary open-angle glaucoma (POAG). In this study, we examined the association between POAG and common variations in gene-encoding mitochondrial proteins.

METHODS

We examined genetic data from 3430 POAG cases and 3108 controls derived from the combination of the GLAUGEN and NEIGHBOR studies. We constructed biological-system coherent mitochondrial nuclear-encoded protein gene-sets by intersecting the MitoCarta database with the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. We examined the mitochondrial gene-sets for association with POAG and with normal-tension glaucoma (NTG) and high-tension glaucoma (HTG) subsets using Pathway Analysis by Randomization Incorporating Structure.

RESULTS

We identified 22 KEGG pathways with significant mitochondrial protein-encoding gene enrichment, belonging to six general biological classes. Among the pathway classes, mitochondrial lipid metabolism was associated with POAG overall (P = 0.013) and with NTG (P = 0.0006), and mitochondrial carbohydrate metabolism was associated with NTG (P = 0.030). Examining the individual KEGG pathway mitochondrial gene-sets, fatty acid elongation and synthesis and degradation of ketone bodies, both lipid metabolism pathways, were significantly associated with POAG (P = 0.005 and P = 0.002, respectively) and NTG (P = 0.0004 and P < 0.0001, respectively). Butanoate metabolism, a carbohydrate metabolism pathway, was significantly associated with POAG (P = 0.004), NTG (P = 0.001), and HTG (P = 0.010).

CONCLUSIONS

We present an effective approach for assessing the contributions of mitochondrial genetic variation to open-angle glaucoma. Our findings support a role for mitochondria in POAG pathogenesis and specifically point to lipid and carbohydrate metabolism pathways as being important.

摘要

目的

近期研究表明,线粒体蛋白可能在原发性开角型青光眼(POAG)的发病机制中起作用。在本研究中,我们检测了POAG与编码线粒体蛋白的基因常见变异之间的关联。

方法

我们检测了来自GLAUGEN和NEIGHBOR研究合并数据中的3430例POAG病例和3108例对照的遗传数据。通过将MitoCarta数据库与京都基因与基因组百科全书(KEGG)数据库相交,构建了生物系统连贯的线粒体核编码蛋白基因集。我们使用结合结构的随机化通路分析,检测线粒体基因集与POAG以及正常眼压性青光眼(NTG)和高眼压性青光眼(HTG)亚组之间的关联。

结果

我们鉴定出22条KEGG通路,其中线粒体蛋白编码基因显著富集,属于六个一般生物学类别。在这些通路类别中,线粒体脂质代谢与总体POAG(P = 0.013)和NTG(P = 0.0006)相关,线粒体碳水化合物代谢与NTG相关(P = 0.030)。检查各个KEGG通路线粒体基因集,脂肪酸延长以及酮体的合成与降解这两条脂质代谢通路,均与POAG(分别为P = 0.005和P = 0.002)和NTG(分别为P = 0.0004和P < 0.0001)显著相关。丁酸代谢作为一条碳水化合物代谢通路,与POAG(P = 0.004)、NTG(P = 0.001)和HTG(P = 0.010)显著相关。

结论

我们提出了一种评估线粒体遗传变异对开角型青光眼影响的有效方法。我们的研究结果支持线粒体在POAG发病机制中的作用,并特别指出脂质和碳水化合物代谢通路很重要。

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