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Genome-wide association study reveals genomic regions controlling root and shoot traits at late growth stages in wheat

Creator: Long Li
Creator: Zhi Peng
Creator: Xinguo Mao
Creator: Jingyi Wang
Creator: Xiaoping Chang
Creator: Reynolds, M.P.
Creator: Ruilian Jing
Year: 2019
URI: https://hdl.handle.net/10883/21288
Language: English
Publisher: Oxford University Press
Copyright: CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose
Type: Article
Place of Publication: United Kingdom
Pages: 993-1006
Issue: 6
Volume: 124
DOI: 10.1093/aob/mcz041
Keywords: Genome-Wide Association Study
Keywords: Wheat 660K SNP Array
Keywords: Genetic Relationship
Description: Background and Aims Root system morphology is important for sustainable agriculture, but the genetic basis of root traits and their relationship to shoot traits remain to be elucidated. The aim of the present study was to dissect the genetic basis of root traits at late growth stages and its implications on shoot traits in wheat. Methods Among 323 wheat accessions, we investigated phenotypic differences in root traits at booting and mid-grain fill stages in PVC tubes, shoot traits including plant height (PH), canopy temperature (CT) and grain yield per plant (YPP) in a field experiment, and performed a genome-wide association study with a Wheat 660K SNP Array. Key Results Deep-rooted accessions had lower CT and higher YPP than those with shallow roots, but no significant relationship was identified between root dry weight and shoot traits. Ninety-three significantly associated loci (SALs) were detected by the mixed linear model, among which three were hub SALs (Co-6A, Co-6B and Co-6D) associated with root depth at both booting and mid-grain fill stages, as well as CT and YPP. Minirhizotron system scanning results suggested that the causal genes in the three SALs may regulate root elongation in the field. The heritable independence between root depth and PH was demonstrated by linkage disequilibrium analysis. The YPP was significantly higher in genotypes which combined favourable marker alleles (FMAs) for root depth and PH, suggesting that a deep root and shorter plant height are suitable traits for pyramiding target alleles by molecular marker-assisted breeding. Conclusions These results uncovered promising genomic regions for functional gene discovery of root traits in the late growth period, enhanced understanding of correlation between root and shoot traits, and will facilitate intensive study on root morphology and breeding through molecular design.
Agrovoc: ROOTS
Agrovoc: SHOOTS
Agrovoc: GENOMES
Agrovoc: WHEAT
Agrovoc: GENETICS
Agrovoc: TRITICUM AESTIVUM
Agrovoc: SINGLE NUCLEOTIDE POLYMORPHISM
ISSN: 0305-7364
Journal: Annals of Botany


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  • Wheat
    Wheat - breeding, phytopathology, physiology, quality, biotech

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