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Common garden experiments in the genomic era: new perspectives and opportunities

机译:基因组时代的常见花园实验:新观点和机遇

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摘要

The study of local adaptation is rendered difficult by many evolutionary confounding phenomena (for example, genetic drift and demographic history). When complex traits are involved in local adaptation, phenomena such as phenotypic plasticity further hamper evolutionary biologists to study the complex relationships between phenotype, genotype and environment. In this perspective paper, we suggest that the common garden experiment, specifically designed to deal with phenotypic plasticity, has a clear role to play in the study of local adaptation, even (if not specifically) in the genomic era. After a quick review of some high-throughput genotyping protocols relevant in the context of a common garden, we explore how to improve common garden analyses with dense marker panel data and recent statistical methods. We then show how combining approaches from population genomics and genome-wide association studies with the settings of a common garden can yield to a very efficient, thorough and integrative study of local adaptation. Especially, evidence from genomic (for example, genome scan) and phenotypic origins constitute independent insights into the possibility of local adaptation scenarios, and genome-wide association studies in the context of a common garden experiment allow to decipher the genetic bases of adaptive traits.
机译:许多进化混杂现象(例如遗传漂移和人口历史)使对本地适应性的研究变得困难。当复杂的性状参与局部适应时,表型可塑性等现象进一步阻碍了进化生物学家研究表型,基因型和环境之间的复杂关系。在此观点文件中,我们建议,专门设计用于处理表型可塑性的普通花园实验在研究本地适应性(即使不是专门针对基因组时代)方面也具有明显的作用。在快速回顾了与普通花园相关的一些高通量基因分型方案后,我们探索了如何使用密集的标记物数据和最新的统计方法来改进普通花园的分析。然后,我们展示了如何将种群基因组学和全基因组关联研究与公共花园环境相结合的方法,可以产生出非常有效,全面而全面的本地适应研究。特别是,来自基因组(例如,基因组扫描)和表型来源的证据构成了对局部适应方案可能性的独立见解,并且在普通花园实验的背景下进行的全基因组关联研究可以破译适应性状的遗传基础。

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