ArticleBMC plant biology2025
Integrating metabolomics and high-throughput phenotyping to elucidate metabolic and phenotypic responses to early-season drought stress in Nordic spring wheat.
Article in BMC plant biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Metabolomics reveal drought-stress responses in guayule, a semi-arid rubber crop.Metabolomics : Official journal of the Metabolomic Society · 2026Article
- Multi-Omics Dissection of Drought Stress Responses in Crops: From Molecular Regulatory Networks to Climate-Resilient Breeding Applications.International journal of molecular sciences · 2026Review
- Mulberry Drought Diagnosis: Integrating Proximal Sensing and Metabolomics for Remote Monitoring.Plants (Basel, Switzerland) · 2026Article
- Metabolic response strategies of spring wheat under osmotic stress.Frontiers in plant science · 2026Article
- panomiX: Investigating mechanisms of trait emergence through multi-omics data integration.Plant phenomics (Washington, D.C.) · 2025Article
- Chromosome-level genome assembly of Albizia odoratissima and effect of flavonoid metabolic pathways under drought stress.BMC plant biology · 2025Article
- Spatial and Temporal Dynamics of Phenylpropanoid Pathway-Derived Secondary Metabolites Under Abiotic Stress.Physiologia plantarumReview
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Authors and funding
11 authors.
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Abstract
backgroundUnderstanding the metabolic responses of wheat to drought stress is essential for developing strategies to enhance its resilience under water-deficit conditions. In this study, we investigated the metabolic and phenotypic responses of twelve Nordic spring wheat genotypes subjected to drought stress over 28 days in a high-throughput phenotyping facility. By integrating metabolic profiling with phenotypic assessments, we aimed to identify key metabolites and traits associated with drought tolerance.
resultsWe identified nearly 200 metabolites that were differentially accumulated across four time points, including early drought and recovery phases. Of these, 25% were organic acids, 16.2% sugars and derivatives, 16.2% amino acids and derivatives, and 10.4% alkaloids, while the rest were mainly lipids, nucleotides and derivatives, and phenolic acids. Furthermore, 32 metabolites showed significant correlations with 17 phenotypic traits, highlighting potential biomarkers for drought tolerance. These metabolic markers could be utilized in screening programs to accelerate the breeding of drought-resilient spring wheat. Our findings suggest that metabolomic changes during drought stress and recovery involve critical pathways linked to osmoprotection, antioxidant activity, and energy metabolism, which differentiate tolerant from non-tolerant genotypes.
conclusionThis study demonstrates the effectiveness of combining metabolomics with high-throughput phenotyping to dissect plant stress responses. By identifying key metabolic pathways and potential biomarkers for drought tolerance, our findings provide a valuable foundation for breeding climate-resilient wheat varieties. Moreover, this integrative approach enhances our understanding of plant adaptation to abiotic stress, contributing to future efforts in sustainable agriculture and food security.
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