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Genome-Wide Haplotype Changes Produced by Artificial Selection during Modern Rice Breeding in Japan

机译:日本现代水稻育种中人工选择产生的全基因组单倍型变化

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摘要

During the last 90 years, the breeding of rice has delivered cultivars with improved agronomic and economic characteristics. Crossing of different lines and successive artificial selection of progeny based on their phenotypes have changed the chromosomal constitution of the ancestors of modern rice; however, the nature of these changes is unclear. The recent accumulation of data for genome-wide single-nucleotide polymorphisms (SNPs) in rice has allowed us to investigate the change in haplotype structure and composition. To assess the impact of these changes during modern breeding, we studied 177 Japanese rice accessions, which were categorized into three groups: landraces, improved cultivars developed from 1931 to 1974 (the early breeding phase), and improved cultivars developed from 1975 to 2005 (the late breeding phase). Phylogenetic tree and structure analysis indicated genetic differentiation between non-irrigated (upland) and irrigated (lowland) rice groups as well as genetic structuring within the irrigated rice group that corresponded to the existence of three subgroups. Pedigree analysis revealed that a limited number of landraces and cultivars was used for breeding at the beginning of the period of systematic breeding and that 11 landraces accounted for 70% of the ancestors of the modern improved cultivars. The values for linkage disequilibrium estimated from SNP alleles and the haplotype diversity determined from consecutive alleles in five-SNP windows indicated that haplotype blocks became less diverse over time as a result of the breeding process. A decrease in haplotype diversity, caused by a reduced number of polymorphisms in the haplotype blocks, was observed in several chromosomal regions. However, our results also indicate that new haplotype polymorphisms have been generated across the genome during the breeding process. These findings will facilitate our understanding of the association between particular haplotypes and desirable phenotypes in modern Japanese rice cultivars.
机译:在过去的90年中,水稻育种为农作物提供了改良的农艺和经济特性。不同系的杂交和基于表型的后代人工选择已经改变了现代水稻祖先的染色体组成。但是,这些变化的性质尚不清楚。水稻中全基因组单核苷酸多态性(SNP)的最新数据积累使我们能够研究单倍型结构和组成的变化。为了评估这些变化对现代育种的影响,我们研究了177种日本水稻品种,将其分为三类:地方品种,从1931年至1974年(育种早期)发展的改良品种以及从1975年至2005年发展的改良品种(繁殖后期)。系统发育树和结构分析表明,未灌溉(高地)和灌溉(低地)稻米群体之间的遗传分化以及灌溉稻米群体内的遗传结构对应于三个亚群的存在。家谱分析表明,在系统育种初期,使用了少量的地方品种和品种进行育种,而11个地方品种占现代改良品种祖先的70%。由SNP等位基因估计的连锁不平衡值和由5个SNP窗口中的连续等位基因确定的单倍型多样性表明,随着育种过程的发展,随着时间的推移,单倍型模块的多样性降低。在几个染色体区域中观察到由于单倍型模块中多态性数量减少而导致的单倍型多样性降低。但是,我们的结果还表明,在育种过程中,整个基因组已经产生了新的单倍型多态性。这些发现将有助于我们理解现代日本水稻品种中特定单倍型与理想表型之间的关联。

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