ArticleBMC plant biology2020
Phenotypic variability in bread wheat root systems at the early vegetative stage.
Article in BMC plant biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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Who cites it
32 citing papers in PubMed, 97 citations in OpenAlex.
- From Seedling Architecture to Grain: Linking Root and Shoot Traits with Yield Potential for Climate-Resilient Wheat Breeding.Plants (Basel, Switzerland) · 2026Article
- Genome-wide association study of water-use efficiency and shoot biomass conferred by V. berlandieri rootstocks in grapevine.BMC plant biology · 2026Article
- Early belowground interactions in lupin-wheat intercropping assessed by a simple root phenotyping approach.Plant and soil · 2026Article
- Investigating the use of green synthesized copper oxide nanoparticles from Melia azedarach to combat cadmium stress in wheat.Scientific reports · 2025Article
- High-throughput phenotyping of wheat root angle and coleoptile length at different temperatures using 3D-printed equipment.BMC plant biology · 2025Article
- Root enhancement improves rhizosphere nutrient availability and promotes growth in flue-cured tobacco.Frontiers in plant science · 2025Article
- Effects of soil moisture onFrontiers in plant science · 2025Article
- Genotypic Variability in Root Morphology in a Diverse Wheat Genotypes Under Drought and Low Phosphorus Stress.Plants (Basel, Switzerland) · 2024Article
- Temporal phenotypic variation of spinach root traits and its relation to shoot performance.Scientific reports · 2024Article
- Transport of Nanoparticles into Plants and Their Detection Methods.Nanomaterials (Basel, Switzerland) · 2024Review
- Exploring root system architecture and anatomical variability in alfalfa (Medicago sativa L.) seedlings.BMC plant biology · 2023Article
- On the Possible Trade-Off between Shoot and Root Biomass in Wheat.Plants (Basel, Switzerland) · 2023Article
- Phenotypic quantification of root spatial distribution along circumferential direction for field paddy-wheat.PloS one · 2023Article
- Chromosome groups 5, 6 and 7 harbor major quantitative trait loci controlling root traits in bread wheat (Frontiers in plant science · 2023Article
- Wheat Crop under Waterlogging: Potential Soil and Plant Effects.Plants (Basel, Switzerland) · 2022Review
- Article
- Effects of Soil Water Shortage on Seedling Shoot and Root Growth of Saragolle Lucana Tetraploid Wheat (Plants (Basel, Switzerland) · 2022Article
- Phenotypic Diversity of Seminal Root Traits in Bread Wheat Germplasm from Different Origins.Plants (Basel, Switzerland) · 2022Article
- The Higher Water Absorption Capacity of Small Root System Improved the Yield and Water Use Efficiency of Maize.Plants (Basel, Switzerland) · 2022Article
- Wheat Proteomics for Abiotic Stress Tolerance and Root System Architecture: Current Status and Future Prospects.Proteomes · 2022Review
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Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUnderstanding root system morphology in bread wheat is critical for identifying root traits to breed cultivars with improved resource uptake and better adaptation to adverse environments. Variability in root morphological traits at early vegetative stages was examined among 184 bread wheat genotypes originating from 37 countries grown in a semi-hydroponic phenotyping system.
resultsAt the onset of tillering (Z2.1, 35 days after transplanting), plants had up to 42 cm in shoot height and 158 cm long in root depth. Phenotypic variation existed for both shoot and root traits, with a maximal 4.3-fold difference in total root length and 5-fold difference in root dry mass among the 184 genotypes. Of the 41 measured traits, 24 root traits and four shoot traits had larger coefficients of variation (CV ≥ 0.25). Strong positive correlations were identified for some key root traits (i.e., root mass, root length, and these parameters at different depths) and shoot traits (i.e., shoot mass and tiller number) (P ≤ 0.05). The selected 25 global traits (at whole-plant level) contributed to one of the five principal components (eigenvalues> 1) capturing 83.0% of the total variability across genotypes. Agglomerative hierarchical clustering analysis separated the 184 genotypes into four (at a rescaled distance of 15) or seven (at a rescaled distance of 10) major groups based on the same set of root traits. Strong relationships between performance traits (dry mass) with several functional traits such as specific root length, root length intensity and root tissue density suggest their linkage to plant growth and fitness strategies.
conclusionsLarge phenotypic variability in root system morphology in wheat genotypes was observed at the tillering stage using established semi-hydroponic phenotyping techniques. Phenotypic differences in and trait correlations among some interesting root traits may be considered for breeding wheat cultivars with efficient water acquisition and better adaptation to abiotic stress.
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