The genomic and epigenetic footprint of local adaptation to variable climates in kiwifruit.

IF 7.6 Q1 GENETICS & HEREDITY 园艺研究(英文) Pub Date : 2023-02-21 eCollection Date: 2023-04-01 DOI:10.1093/hr/uhad031
Xu Zhang, Rui Guo, Ruinan Shen, Jacob B Landis, Quan Jiang, Fang Liu, Hengchang Wang, Xiaohong Yao
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引用次数: 2

Abstract

A full understanding of adaptive genetic variation at the genomic level will help address questions of how organisms adapt to diverse climates. Actinidia eriantha is a shade-tolerant species, widely distributed in the southern tropical region of China, occurring in spatially heterogeneous environments. In the present study we combined population genomic, epigenomic, and environmental association analyses to infer population genetic structure and positive selection across a climatic gradient, and to assess genomic offset to climatic change for A. eriantha. The population structure is strongly shaped by geography and influenced by restricted gene flow resulting from isolation by distance due to habitat fragmentation. In total, we identified 102 outlier loci and annotated 455 candidate genes associated with the genomic basis of climate adaptation, which were enriched in functional categories related to development processes and stress response; both temperature and precipitation are important factors driving adaptive variation. In addition to single-nucleotide polymorphisms (SNPs), a total of 27 single-methylation variants (SMVs) had significant correlation with at least one of four climatic variables and 16 SMVs were located in or adjacent to genes, several of which were predicted to be involved in plant response to abiotic or biotic stress. Gradient forest analysis indicated that the central/east populations were predicted to be at higher risk of future population maladaptation under climate change. Our results demonstrate that local climate factors impose strong selection pressures and lead to local adaptation. Such information adds to our understanding of adaptive mechanisms to variable climates revealed by both population genome and epigenome analysis.

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猕猴桃局部适应多变气候的基因组和表观遗传学足迹。
在基因组水平上充分了解适应性遗传变异将有助于解决生物体如何适应不同气候的问题。尼日利亚猕猴桃是一种耐荫物种,广泛分布于中国南部热带地区,分布于空间异质性环境中。在本研究中,我们结合了种群基因组、表观基因组和环境关联分析,推断了种群遗传结构和跨气候梯度的正选择,并评估了a.eriantha的基因组对气候变化的偏移。种群结构在很大程度上受到地理因素的影响,并受到栖息地破碎化导致的远距离隔离所导致的基因流动受限的影响。我们总共鉴定了102个异常基因座,并注释了455个与气候适应的基因组基础相关的候选基因,这些基因在与发育过程和应激反应相关的功能类别中富集;温度和降水都是驱动适应性变化的重要因素。除了单核苷酸多态性(SNPs)外,共有27个单一甲基化变体(SMVs)与四个气候变量中的至少一个具有显著相关性,16个SMVs位于基因中或与基因相邻,其中几个基因被预测与植物对非生物或生物胁迫的反应有关。梯度森林分析表明,预计中部/东部种群在气候变化下未来种群适应不良的风险更高。我们的研究结果表明,当地气候因素施加了强大的选择压力,并导致当地适应。这些信息增加了我们对种群基因组和表观基因组分析揭示的可变气候适应机制的理解。
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