ArticlePloS one2012
Disentangling the intertwined genetic bases of root and shoot growth in Arabidopsis.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- Advances in multi-trait genomic prediction approaches: classification, comparative analysis, and perspectives.Briefings in bioinformatics · 2025Review
- Resilience of soybean genotypes to drought stress during the early vegetative stage.Scientific reports · 2024Article
- Identifying Developmental Patterns in Structured Plant Phenotyping Data.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Hotter, drier, CRISPR: the latest edit on climate change.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Review
- Phenotyping in Arabidopsis and Crops-Are We Addressing the Same Traits? A Case Study in Tomato.Genes · 2020Review
- The search for yield predictors for mature field-grown plants from juvenile pot-grown cassava (Manihot esculenta Crantz).PloS one · 2020Article
- Deciphering Genetic Architecture of Adventitious Root and Related Shoot Traits inInternational journal of molecular sciences · 2019Article
- Developmental Pleiotropy Shaped the Roots of the Domesticated Common Bean (Plant physiology · 2019Article
- The complex genetic architecture of shoot growth natural variation in Arabidopsis thaliana.PLoS genetics · 2019Article
- The Genetic Architecture of Shoot and Root Trait Divergence Between Mesic and Xeric Ecotypes of a Perennial Grass.Frontiers in plant science · 2019Article
- An Automated Image Analysis Pipeline Enables Genetic Studies of Shoot and Root Morphology in Carrot (Frontiers in plant science · 2018Article
- Chickpea Genotypes Contrasting for Vigor and Canopy Conductance Also Differ in Their Dependence on Different Water Transport Pathways.Frontiers in plant science · 2017Article
- Fine Mapping of QTLs for Ascochyta Blight Resistance in Pea Using Heterogeneous Inbred Families.Frontiers in plant science · 2017Article
- Quantitative Variation in Responses to Root Spatial Constraint within Arabidopsis thaliana.The Plant cell · 2015Article
- Genetic variants in root architecture-related genes in a Glycine soja accession, a potential resource to improve cultivated soybean.BMC genomics · 2015Article
- Quantitative Trait Locus Analysis of Seed Germination and Seedling Vigor in Brassica rapa Reveals QTL Hotspots and Epistatic Interactions.Frontiers in plant science · 2015Article
- A scanner system for high-resolution quantification of variation in root growth dynamics of Brassica rapa genotypes.Journal of experimental botany · 2014Article
- Genetic and physiological controls of growth under water deficit.Plant physiology · 2014Review
- Generation and characterization of the Western Regional Research Center Brachypodium T-DNA insertional mutant collection.PloS one · 2012Article
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Root growth and architecture are major components of plant nutrient and water use efficiencies and these traits are the matter of extensive genetic analysis in several crop species. Because root growth relies on exported assimilate from the shoot, and changes in assimilate supply are known to alter root architecture, we hypothesized (i) that the genetic bases of root growth could be intertwined with the genetic bases of shoot growth and (ii) that the link could be either positive, with alleles favouring shoot growth also favouring root growth, or negative, because of competition for assimilates. We tested these hypotheses using a quantitative genetics approach in the model species Arabidopsis thaliana and the Bay-0 × Shahdara recombinant inbred lines population. In accordance with our hypothesis, root and shoot growth traits were strongly correlated and most root growth quantitative trait loci (QTLs) colocalized with shoot growth QTLs with positive alleles originating from either the same or the opposite parent. In order to identify regions that could be responsible for root growth independently of the shoot, we generated new variables either based on root to shoot ratios, residuals of root to shoot correlations or coordinates of principal component analysis. These variables showed high heritability allowing genetic analysis. They essentially all yielded similar results pointing towards two regions involved in the root--shoot balance. Using Heterogeneous Inbred Families (a kind of near-isogenic lines), we validated part of the QTLs present in these two regions for different traits. Our study thus highlights the difficulty of disentangling intertwined genetic bases of root and shoot growth and shows that this difficulty can be overcome by using simple statistical tools.
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