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Using Molecular -Omics in Environmental Epidemiology to Gain Unique Insights into Environmental Health

机译:在环境流行病学中使用分子组学获得对环境健康的独特见解

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The incorporation of molecular -omics data into environmental epidemiology allows environmental health researchers to answer novel questions about how our environment influences health and disease. Although molecular data have been consistently utilized in experimental biological research, the the rapid growth and development of -omics technologies is making genomics, epigenomics, transcriptomics, proteomics, metabolomics and microbiomics increasingly accessible to epidemiologic research. These technologies allow for the interrogation of hundreds of thousands to millions of molecular features in a highly reproducible and cost-effective fashion in human samples, and the incorporation of these tools into environmental epidemiology has enabled the field to investigate how the environment impacts human health in novel ways. In turn, these features can form useful biomarkers of exposure-response relationships, inform us about toxic mechanisms and modes of action, and contribute to causal reasoning. However, incorporating these types of data into epidemiologic research comes with many challenges, including having to consider tissue-specific responses to stressors, dealing with technical artifacts, how and whether to adjust for tissue heterogeneity, and limiting the possibility of false positives while allowing for the discovery of true positive findings. I will present an overview what genomics, epigenomics, transcriptomics, proteomics, metabolomics and microbiomics can add to environmental health research, and recent advancements in the field to deal with the potential challenges of doing so.
机译:将分子组学数据纳入环境流行病学使环境健康研究人员能够回答有关我们的环境如何影响健康和疾病的新问题。尽管分子数据一直被用于实验生物学研究中,但是组学技术的快速发展和发展使得流行病学研究越来越容易获得基因组学,表观基因组学,转录组学,蛋白质组学,代谢组学和微生物组学。这些技术允许以高度可复制且具有成本效益的方式对人类样品中的数十万至数百万个分子特征进行讯问,并且将这些工具纳入环境流行病学已使该领域能够研究环境如何影响人类健康。新颖的方式。反过来,这些特征可以形成暴露-反应关系的有用生物标记,为我们提供有关毒性机制和作用方式的信息,并有助于因果推理。但是,将这些类型的数据纳入流行病学研究面临许多挑战,包括必须考虑组织对应激物的特异性反应,处理技术伪像,如何以及是否针对组织异质性进行调整以及限制假阳性的可能性,同时允许真正的积极发现的发现。我将概述基因组学,表观基因组学,转录组学,蛋白质组学,代谢组学和微生物组学可以为环境健康研究带来什么,以及该领域的最新进展以应对这样做的潜在挑战。

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