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拟南芥全基因组DNA甲基化与不同气候条件之间的多变量关联。

The multivariate association between genomewide DNA methylation and climate across the range of Arabidopsis thaliana.

作者信息

Keller Thomas E, Lasky Jesse R, Yi Soojin V

机构信息

School of Biology, Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, 30332, USA.

Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY, 10027, USA.

出版信息

Mol Ecol. 2016 Apr;25(8):1823-37. doi: 10.1111/mec.13573. Epub 2016 Mar 14.

Abstract

Epigenetic changes can occur due to extracellular environmental conditions. Consequently, epigenetic mechanisms can play an intermediate role to translate environmental signals to intracellular changes. Such a role might be particularly important in plants, which often show strong local adaptation and have the potential for heritable epigenetic states. However, little is currently known about the role of epigenetic variation in the ecological mechanisms of adaptation. Here, we used multivariate redundancy analyses to examine genomewide associations between DNA methylation polymorphisms and climate variation in two independent panels of Arabidopsis accessions, including 122 Eurasian accessions as well as in a regional panel of 148 accessions in Sweden. At the single-nucleotide methylation level, climate and space (geographic spatial structure) explain small yet significant amount of variation in both panels. On the other hand, when viewed in a context of genomic clusters of methylated and unmethylated cytosines, climate and space variables explain much greater amounts of variation in DNA methylation than those explained by variation at the single-nucleotide level. We found that the single-nucleotide methylation polymorphisms with the strongest associations with climate were enriched in transposable elements and in potentially RNA-directed methylation contexts. When viewed in the context of genomic clusters, variation of DNA methylation at different sequence contexts exhibit distinctive segregation along different axes of variation in the redundancy analyses. Genomewide methylation showed much stronger associations with climate within the regional panel (Sweden) compared to the global (Eurasia). Together, these findings indicate that genetic and epigenetic variation across the genome may play a role in response to climate conditions and local adaptation.

摘要

表观遗传变化可能由于细胞外环境条件而发生。因此,表观遗传机制可以起到一种中间作用,将环境信号转化为细胞内变化。这样的作用在植物中可能尤为重要,因为植物常常表现出强烈的局部适应性,并且具有可遗传的表观遗传状态的潜力。然而,目前对于表观遗传变异在适应的生态机制中的作用知之甚少。在这里,我们使用多变量冗余分析来检验两个独立的拟南芥种质组中DNA甲基化多态性与气候变化之间的全基因组关联,其中一个组包括122个欧亚种质,另一个是瑞典的148个种质的区域组。在单核苷酸甲基化水平上,气候和空间(地理空间结构)在两个组中都解释了少量但显著的变异。另一方面,当从甲基化和未甲基化胞嘧啶的基因组簇的背景来看时,气候和空间变量所解释的DNA甲基化变异量比单核苷酸水平变异所解释的要大得多。我们发现,与气候关联最强的单核苷酸甲基化多态性在转座元件和潜在的RNA指导的甲基化背景中富集。从基因组簇的背景来看,在冗余分析中,不同序列背景下的DNA甲基化变异沿着不同的变异轴呈现出独特的分离。与全球范围(欧亚)相比,区域组(瑞典)内全基因组甲基化与气候的关联要强得多。总之,这些发现表明,全基因组的遗传和表观遗传变异可能在应对气候条件和局部适应中发挥作用。

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