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珍珠粟品种数量性状相关基因原位选择的时空变异

Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ.

作者信息

Mariac Cédric, Ousseini Issaka S, Alio Abdel-Kader, Jugdé Hélène, Pham Jean-Louis, Bezançon Gilles, Ronfort Joelle, Descroix Luc, Vigouroux Yves

机构信息

Institut de Recherche Pour le Développement, UMR DIADE, MontpellierFrance; Institut de Recherche Pour le Développement, NiameyNiger.

Institut de Recherche Pour le Développement, UMR DIADE, MontpellierFrance; Institut de Recherche Pour le Développement, NiameyNiger; University Montpellier II, Place Eugène Bataillon, MontpellierFrance; University Montpellier II, Place Eugène Bataillon, MontpellierFrance.

出版信息

Front Genet. 2016 Jul 26;7:130. doi: 10.3389/fgene.2016.00130. eCollection 2016.

DOI:10.3389/fgene.2016.00130
PMID:27507986
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4960089/
Abstract

Ongoing global climate changes imply new challenges for agriculture. Whether plants and crops can adapt to such rapid changes is still a widely debated question. We previously showed adaptation in the form of earlier flowering in pearl millet at the scale of a whole country over three decades. However, this analysis did not deal with variability of year to year selection. To understand and possibly manage plant and crop adaptation, we need more knowledge of how selection acts in situ. Is selection gradual, abrupt, and does it vary in space and over time? In the present study, we tracked the evolution of allele frequency in two genes associated with pearl millet phenotypic variation in situ. We sampled 17 populations of cultivated pearl millet over a period of 2 years. We tracked changes in allele frequencies in these populations by genotyping more than seven thousand individuals. We demonstrate that several allele frequencies changes are compatible with selection, by correcting allele frequency changes associated with genetic drift. We found marked variation in allele frequencies from year to year, suggesting a variable selection effect in space and over time. We estimated the strength of selection associated with variations in allele frequency. Our results suggest that the polymorphism maintained at the genes we studied is partially explained by the spatial and temporal variability of selection. In response to environmental changes, traditional pearl millet varieties could rapidly adapt thanks to this available functional variability.

摘要

全球气候持续变化给农业带来了新的挑战。植物和农作物能否适应这种快速变化仍是一个广受争议的问题。我们之前展示了珍珠粟在三十年的全国范围内以提前开花的形式表现出的适应性。然而,该分析并未涉及逐年选择的变异性。为了理解并可能管理植物和农作物的适应性,我们需要更多关于选择在实地如何起作用的知识。选择是渐进的、突然的吗?它在空间和时间上会变化吗?在本研究中,我们追踪了与珍珠粟表型变异相关的两个基因的等位基因频率在实地的演变。我们在两年时间内对17个栽培珍珠粟种群进行了采样。通过对七千多个个体进行基因分型,我们追踪了这些种群中等位基因频率的变化。通过校正与遗传漂变相关的等位基因频率变化,我们证明了几个等位基因频率的变化与选择是相符的。我们发现等位基因频率逐年有显著变化,这表明选择效应在空间和时间上是可变的。我们估计了与等位基因频率变化相关的选择强度。我们的结果表明,我们所研究基因中维持的多态性部分可由选择的时空变异性来解释。由于这种现有的功能变异性,传统珍珠粟品种能够快速适应环境变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/216399d9bac7/fgene-07-00130-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/61acbe1d2739/fgene-07-00130-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/c9a34a5880e3/fgene-07-00130-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/7dea5071b0e3/fgene-07-00130-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/216399d9bac7/fgene-07-00130-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/61acbe1d2739/fgene-07-00130-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/c9a34a5880e3/fgene-07-00130-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/7dea5071b0e3/fgene-07-00130-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74d0/4960089/216399d9bac7/fgene-07-00130-g004.jpg

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本文引用的文献

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Exploring potential of pearl millet germplasm association panel for association mapping of drought tolerance traits.探索珍珠粟种质关联群体用于耐旱性状关联分析的潜力。
PLoS One. 2015 May 13;10(5):e0122165. doi: 10.1371/journal.pone.0122165. eCollection 2015.
2
Association mapping, patterns of linkage disequilibrium and selection in the vicinity of the PHYTOCHROME C gene in pearl millet.关联作图、连锁不平衡模式及光周期敏感基因在珍珠粟中的选择作用。
Theor Appl Genet. 2014 Jan;127(1):19-32. doi: 10.1007/s00122-013-2197-3. Epub 2013 Oct 10.
3
Adaptive evolution of multiple traits through multiple mutations at a single gene.
通过单个基因的多次突变实现多个性状的适应性进化。
Science. 2013 Mar 15;339(6125):1312-6. doi: 10.1126/science.1233213.
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Spatially and temporally varying selection on intrapopulation quantitative trait loci for a life history trade-off in Mimulus guttatus.空间和时间上变化的种群内数量性状位点选择对黄花蔓陀罗生活史权衡的影响。
Mol Ecol. 2012 Aug;21(15):3718-28. doi: 10.1111/j.1365-294X.2012.05662.x. Epub 2012 Jun 11.
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Selection and microevolution of coat pattern are cryptic in a wild population of sheep.在一个绵羊野生种群中,皮毛图案的选择和微观进化是隐蔽的。
Mol Ecol. 2012 Jun;21(12):2977-90. doi: 10.1111/j.1365-294X.2012.05536.x. Epub 2012 Mar 20.
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Selection for earlier flowering crop associated with climatic variations in the Sahel.选择与萨赫勒气候变异相关的早花作物。
PLoS One. 2011 May 4;6(5):e19563. doi: 10.1371/journal.pone.0019563.
7
Genetic basis of pearl millet adaptation along an environmental gradient investigated by a combination of genome scan and association mapping.通过基因组扫描和关联作图相结合的方法研究沿环境梯度的珍珠粟适应的遗传基础。
Mol Ecol. 2011 Jan;20(1):80-91. doi: 10.1111/j.1365-294X.2010.04893.x. Epub 2010 Nov 3.
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Evolution of quantitative traits in the wild: mind the ecology.在野外的数量性状进化:关注生态学。
Philos Trans R Soc Lond B Biol Sci. 2010 Aug 27;365(1552):2431-8. doi: 10.1098/rstb.2010.0108.
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Approximate Bayesian Computation (ABC) in practice.近似贝叶斯计算 (ABC) 在实践中的应用。
Trends Ecol Evol. 2010 Jul;25(7):410-8. doi: 10.1016/j.tree.2010.04.001. Epub 2010 May 18.
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Association studies identify natural variation at PHYC linked to flowering time and morphological variation in pearl millet.关联研究确定了黍稷中与开花时间和形态变异相关的PHYC基因的自然变异。
Genetics. 2009 Jul;182(3):899-910. doi: 10.1534/genetics.109.102756. Epub 2009 May 11.