The Future of Genomic Studies Must Be Globally Representative: Perspectives from PAGE.

IF 7.7 2区 生物学 Q1 GENETICS & HEREDITY
Stephanie A Bien, Genevieve L Wojcik, Chani J Hodonsky, Christopher R Gignoux, Iona Cheng, Tara C Matise, Ulrike Peters, Eimear E Kenny, Kari E North
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引用次数: 30

Abstract

The past decade has seen a technological revolution in human genetics that has empowered population-level investigations into genetic associations with phenotypes. Although these discoveries rely on genetic variation across individuals, association studies have overwhelmingly been performed in populations of European descent. In this review, we describe limitations faced by single-population studies and provide an overview of strategies to improve global representation in existing data sets and future human genomics research via diversity-focused, multiethnic studies. We highlight the successes of individual studies and meta-analysis consortia that have provided unique knowledge. Additionally, we outline the approach taken by the Population Architecture Using Genomics and Epidemiology (PAGE) study to develop best practices for performing genetic epidemiology in multiethnic contexts. Finally, we discuss how limiting investigations to single populations impairs findings in the clinical domain for both rare-variant identification and genetic risk prediction.

Abstract Image

基因组研究的未来必须具有全球代表性:来自PAGE的观点。
过去十年见证了人类遗传学的一场技术革命,它使人群水平的研究与表型的遗传关联成为可能。尽管这些发现依赖于个体间的遗传变异,但关联研究绝大多数是在欧洲血统人群中进行的。在这篇综述中,我们描述了单种群研究面临的局限性,并概述了通过以多样性为重点的多种族研究来改善现有数据集和未来人类基因组学研究中的全球代表性的策略。我们强调个别研究和荟萃分析联盟的成功,这些研究和分析提供了独特的知识。此外,我们概述了使用基因组学和流行病学(PAGE)研究的人口结构所采取的方法,以开发在多民族背景下执行遗传流行病学的最佳实践。最后,我们讨论了将调查限制在单一人群中如何损害临床领域中罕见变异鉴定和遗传风险预测的发现。
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来源期刊
CiteScore
14.90
自引率
1.10%
发文量
29
期刊介绍: Since its inception in 2000, the Annual Review of Genomics and Human Genetics has been dedicated to showcasing significant developments in genomics as they pertain to human genetics and the human genome. The journal emphasizes genomic technology, genome structure and function, genetic modification, human variation and population genetics, human evolution, and various aspects of human genetic diseases, including individualized medicine.
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