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整合遗传和毒理基因组信息以确定发育障碍的潜在易感性。

Integrating genetic and toxicogenomic information for determining underlying susceptibility to developmental disorders.

作者信息

Robinson Joshua F, Port Jesse A, Yu Xiaozhong, Faustman Elaine M

机构信息

Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA 98105, USA.

出版信息

Birth Defects Res A Clin Mol Teratol. 2010 Oct;88(10):920-30. doi: 10.1002/bdra.20708.

Abstract

To understand the complex etiology of developmental disorders, an understanding of both genetic and environmental risk factors is needed. Human and rodent genetic studies have identified a multitude of gene candidates for specific developmental disorders such as neural tube defects (NTDs). With the emergence of toxicogenomic-based assessments, scientists now also have the ability to compare and understand the expression of thousands of genes simultaneously across strain, time, and exposure in developmental models. Using a systems-based approach in which we are able to evaluate information from various parts and levels of the developing organism, we propose a framework for integrating genetic information with toxicogenomic-based studies to better understand gene-environmental interactions critical for developmental disorders. This approach has allowed us to characterize candidate genes in the context of variables critical for determining susceptibility such as strain, time, and exposure. Using a combination of toxicogenomic studies and complementary bioinformatic tools, we characterize NTD candidate genes during normal development by function (gene ontology), linked phenotype (disease outcome), location, and expression (temporally and strain-dependent). In addition, we show how environmental exposures (cadmium, methylmercury) can influence expression of these genes in a strain-dependent manner. Using NTDs as an example of developmental disorder, we show how simple integration of genetic information from previous studies into the standard microarray design can enhance analysis of gene-environment interactions to better define environmental exposure-disease pathways in sensitive and resistant mouse strains.

摘要

为了解发育障碍的复杂病因,需要同时了解遗传和环境风险因素。人类和啮齿动物遗传学研究已经确定了多种特定发育障碍(如神经管缺陷,NTDs)的候选基因。随着基于毒理基因组学评估的出现,科学家们现在也有能力在发育模型中跨品系、时间和暴露情况同时比较和理解数千个基因的表达。我们采用基于系统的方法,能够评估来自发育中生物体不同部分和层次的信息,提出了一个将遗传信息与基于毒理基因组学的研究相结合的框架,以更好地理解对发育障碍至关重要的基因-环境相互作用。这种方法使我们能够在对确定易感性至关重要的变量(如品系、时间和暴露)的背景下对候选基因进行表征。通过结合毒理基因组学研究和互补的生物信息学工具,我们在正常发育过程中根据功能(基因本体)、相关表型(疾病结果)、位置和表达(时间和品系依赖性)对NTD候选基因进行表征。此外,我们展示了环境暴露(镉、甲基汞)如何以品系依赖性方式影响这些基因 的表达。以NTDs作为发育障碍的一个例子,我们展示了如何将先前研究中的遗传信息简单整合到标准微阵列设计中,以加强对基因-环境相互作用的分析,从而更好地确定敏感和抗性小鼠品系中的环境暴露-疾病途径。

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