ArticleFrontiers in plant science2019
The Complex Genetic Architecture of Early Root and Shoot Traits in Flax Revealed by Genome-Wide Association Analyses.
Article in Frontiers in plant science, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 32 citations in OpenAlex.
- The Genetic Dissection of Nitrogen Use-Related Traits in Flax (International journal of molecular sciences · 2023Article
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- Multi-locus genome-wide association studies reveal the genetic architecture ofFrontiers in plant science · 2023Article
- Genome-wide association study reveals that GhTRL1 and GhPIN8 affect cotton root development.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022Article
- Quantitative Trait Locus Mapping of Marsh Spot Disease Resistance in Cranberry Common Bean (International journal of molecular sciences · 2022Article
- A multi-trait multi-locus stepwise approach for conducting GWAS on correlated traits.The plant genome · 2022Article
- Genetic Dissection of Seedling Root System Architectural Traits in a Diverse Panel of Hexaploid Wheat through Multi-Locus Genome-Wide Association Mapping for Improving Drought Tolerance.International journal of molecular sciences · 2021Article
- Genetic dissection of flowering time in flax (Linum usitatissimum L.) through single- and multi-locus genome-wide association studies.Molecular genetics and genomics : MGG · 2021Article
- Genome Wide Association Mapping of Root Traits in the Andean Genepool of Common Bean (Frontiers in plant science · 2021Article
- Loci harboring genes with important role in drought and related abiotic stress responses in flax revealed by multiple GWAS models.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Article
- Feasible Production of Lignans and Neolignans in Root-derived In Vitro Cultures of Flax (Plants (Basel, Switzerland) · 2020Article
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Roots are fundamental organs for water and nutrient uptake as well as for signal transduction in response to biotic and abiotic stresses. Flax has a shallow tap root system that relies mostly on top soil nutrient and moisture resources. The crop can easily be outcompeted by weeds or other crops in intercropping systems, especially in moisture deficit conditions. However, there is a wide range of variation among genotypes in terms of performance under scarce resources such as moisture limitation. Here we phenotyped 15 root, two shoot traits and shoot to root dry weight ratio on 115 flax accessions grown in a hydroponic pouch system and performed a genome-wide association study (GWAS) based on seven different models to identify quantitative trait loci underlying these traits. Significant variation among genotypes was observed for the two shoot and 12 of the 14 root traits. Shoot dry weight was correlated with root network volume, length, surface area, and root dry weight (
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