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Genomic Analysis of Selected Maize Landraces from Sahel and Coastal West Africa Reveals Their Variability and Potential for Genetic Enhancement

机译:来自Sahel和沿海西非的所选玉米地体的基因组分析显示出遗传增强的可变性和潜力

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摘要

Genetic adaptation of maize to the increasingly unpredictable climatic conditions is an essential prerequisite for achievement of food security and sustainable development goals in sub-Saharan Africa. The landraces of maize; which have not served as sources of improved germplasm; are invaluable sources of novel genetic variability crucial for achieving this objective. The overall goal of this study was to assess the genetic diversity and population structure of a maize panel of 208 accessions; comprising landrace gene pools from Burkina Faso (58), Ghana (43), and Togo (89), together with reference populations (18) from the maize improvement program of the International Institute of Tropical Agriculture (IITA). Genotyping the maize panel with 5974 DArTseq-SNP markers revealed immense genetic diversity indicated by average expected heterozygosity (0.36), observed heterozygosity (0.5), and polymorphic information content (0.29). Model-based population structure; neighbor-joining tree; discriminant analysis of principal component; and principal coordinate analyses all separated the maize panel into three major sub-populations; each capable of providing a wide range of allelic variation. Analysis of molecular variance (AMOVA) showed that 86% of the variation was within individuals; while 14% was attributable to differences among gene pools. The Burkinabe gene pool was strongly differentiated from all the others (genetic differentiation values >0.20), with no gene flow (Nm) to the reference populations (Nm = 0.98). Thus; this gene pool could be a target for novel genetic variation for maize improvement. The results of the present study confirmed the potential of this maize panel as an invaluable genetic resource for future design of association mapping studies to speed-up the introgression of this novel variation into the existing breeding pipelines.
机译:玉米对越来越不可预测的气候条件的遗传适应是在撒哈拉以南非洲成就粮食安全和可持续发展目标的必要必要条件。玉米的体力;其中没有用作改善种质的来源;是实现这一目标的新型遗传变异的宝贵来源。本研究的总体目标是评估208名甲型玉米小组的遗传多样性和人口结构;包括来自布基纳法索(58),加纳(43)和多哥(89)的土地基因池,以及来自国际热带农业研究所(IITA)的玉米改善计划的参考人口(18)。基因分型玉米面板具有5974达特赛-SNP标记,揭示了平均预期杂合子(0.36),观察到的杂合性(0.5)和多态信息含量(0.29)所示的巨大遗传多样性。基于模型的人口结构;邻居的树;判别分析主要成分;主坐标分析所有将玉米面板分成三个主要子人群;每个都能够提供广泛的等位基因变异。分子方差分析(AMOVA)显示,个体内的86%的变异;虽然14%可归因于基因库之间的差异。 Burkinabe基因库与所有其他(遗传分化值> 0.20)强烈分化,没有基因流动(Nm)到参考填充物(Nm = 0.98)。因此;该基因库可以是玉米改善的新型遗传变异的目标。本研究的结果证实了该玉米面板的潜力作为未来设计的无价值的遗传资源,用于促进该新型变异进入现有育种管道的新型变异的血气。

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