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Root restriction accelerates genomic target identification in quinoa under controlled conditions

Authors: Davide Visintainer; Nanna Fjord Sørensen; Mengming Chen; Mai Duy Luu Trinh; Rute R. da Fonseca; Sara Fondevilla; Rosa L. López‐Marqués;

Root restriction accelerates genomic target identification in quinoa under controlled conditions

Abstract

Abstract Quinoa ( Chenopodium quinoa ) is a nutritious and resilient crop that displays a high genetic and phenotypic variation. As the popularity of this crop increases, there is a growing need to integrate classic and modern breeding tools to favor its improvement. We tested root restriction as a method to reduce plant size and enable high‐throughput phenotypic screening of large sets of quinoa plants under controlled conditions. We verified how increasing root restriction does not affect the prediction of field behavior with respect to other standard greenhouse cultivation procedures. We then combined the phenotypic information obtained with our root restriction system with whole‐genome re‐sequencing data to characterize a quinoa diversity panel of 100 accessions and showed that phenotypic data obtained from root‐restricted plants provide real insights into quinoa genetics. Finally, we carried out a genome‐wide association study (GWAS) and identified a previously described locus for betalain biosynthesis, as well as other candidate loci linked to betalain biosynthesis and seed size. Overall, we showed that a phenotyping system based on root restriction can aid the identification of genomic targets in quinoa, which can complement and inform field trials for certain traits. This work supports further breeding and faster improvement of quinoa.

Countries
Spain, Denmark
Keywords

Willd., Framework, Temperature, Betalains, Growth, Plants, Biosynthesis, Traits, Plant Roots, Plant Breeding, Phenotype, Genes, Seeds, Chenopodium quinoa, Genome, Plant, Original Research, Genome-Wide Association Study

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green
hybrid
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