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全基因组关联分析 54 个性状鉴定多个位点决定小麦小花育性。

Genome-wide association analyses of 54 traits identified multiple loci for the determination of floret fertility in wheat.

机构信息

Independent HEISENBERG Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research, 06466, Stadt Seeland, OT Gatersleben, Germany.

Research Group Image Analysis, Leibniz Institute of Plant Genetics and Crop Plant Research, 06466, Stadt Seeland, OT Gatersleben, Germany.

出版信息

New Phytol. 2017 Apr;214(1):257-270. doi: 10.1111/nph.14342. Epub 2016 Dec 5.

Abstract

Increasing grain yield is still the main target of wheat breeding; yet today's wheat plants utilize less than half of their yield potential. Owing to the difficulty of determining grain yield potential in a large population, few genetic factors regulating floret fertility (i.e. the difference between grain yield potential and grain number) have been reported to date. In this study, we conducted a genome-wide association study (GWAS) by quantifying 54 traits (16 floret fertility traits and 38 traits for assimilate partitioning and spike morphology) in 210 European winter wheat accessions. The results of this GWAS experiment suggested potential associations between floret fertility, assimilate partitioning and spike morphology revealed by shared quantitative trait loci (QTLs). Several candidate genes involved in carbohydrate metabolism, phytohormones or floral development colocalized with such QTLs, thereby providing potential targets for selection. Based on our GWAS results we propose a genetic network underlying floret fertility and related traits, nominating determinants for improved yield performance.

摘要

提高粮食产量仍然是小麦育种的主要目标;然而,如今的小麦植物利用的产量潜力还不到其一半。由于难以在大群体中确定产量潜力,迄今为止,报道的调节小花育性(即产量潜力与粒数之间的差异)的遗传因素很少。在这项研究中,我们通过量化 210 个欧洲冬小麦品种中的 54 个性状(16 个小花育性性状和 38 个同化产物分配和穗形态性状)进行了全基因组关联研究(GWAS)。GWAS 实验的结果表明,小花育性、同化产物分配和穗形态之间存在通过共享数量性状位点(QTL)揭示的潜在关联。一些涉及碳水化合物代谢、植物激素或花发育的候选基因与这些 QTL 共定位,从而为选择提供了潜在的目标。基于我们的 GWAS 结果,我们提出了小花育性和相关性状的遗传网络,提名了提高产量性能的决定因素。

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