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基于表型-基因组特征和群体结构分析的芳香稻种质资源变异性评估。

Variability Assessment of Aromatic Rice Germplasm by Pheno-Genomic traits and Population Structure Analysis.

机构信息

Genetic Resources and Seed Division, Bangladesh Rice Research Institute (BRRI), Gazipur, 1701, Bangladesh.

CIAT, HarvestPlus, Banani, Dhaka, 1213, Bangladesh.

出版信息

Sci Rep. 2018 Jul 2;8(1):9911. doi: 10.1038/s41598-018-28001-z.

Abstract

While the pleasant scent of aromatic rice is making it more popular, with demand for aromatic rice expected to rise in future, varieties of this have low yield potential. Genetic diversity and population structure of aromatic germplasm provide valuable information for yield improvement which has potential market value and farm profit. Here, we show diversity and population structure of 113 rice germplasm based on phenotypic and genotypic traits. Phenotypic traits showed that considerable variation existed across the germplasm. Based on Shannon-Weaver index, the most variable phenotypic trait was lemma-palea color. Detecting 140 alleles, 11 were unique and suitable as a germplasm diagnostic tool. Phylogenetic cluster analysis using genotypic traits classified germplasm into three major groups. Moreover, model-based population structure analysis divided all germplasm into three groups, confirmed by principal component and neighbors joining tree analyses. An analysis of molecular variance (AMOVA) and pairwise FST test showed significant differentiation among all population pairs, ranging from 0.023 to 0.068, suggesting that all three groups differed. Significant correlation coefficient was detected between phenotypic and genotypic traits which could be valuable to select further improvement of germplasm. Findings from this study have the potential for future use in aromatic rice molecular breeding programs.

摘要

尽管芳香稻的宜人香气使其越来越受欢迎,预计未来对芳香稻的需求将会增加,但这种稻的产量潜力较低。芳香种质的遗传多样性和群体结构为提高产量提供了有价值的信息,具有潜在的市场价值和农场利润。在这里,我们展示了 113 份水稻种质基于表型和基因型特征的多样性和群体结构。表型特征表明,种质之间存在相当大的变异。基于香农-威纳指数,最具变异性的表型特征是外稃-内稃颜色。检测到 140 个等位基因,其中 11 个是独特的,适合作为种质诊断工具。基于基因型特征的系统发育聚类分析将种质分为三大类。此外,基于模型的群体结构分析将所有种质分为三组,主成分和邻居连接树分析也证实了这一点。分子方差分析(AMOVA)和成对 FST 检验显示所有群体对之间存在显著分化,范围从 0.023 到 0.068,表明所有三组都存在差异。表型和基因型特征之间检测到显著的相关系数,这可能有助于进一步选择种质的改良。本研究的结果有可能用于未来的芳香稻分子育种计划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0668/6028394/a8270cc5629e/41598_2018_28001_Fig1_HTML.jpg

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