ArticleJournal of experimental botany2022
High-throughput phenotyping of physiological traits for wheat resilience to high temperature and drought stress.
Article in Journal of experimental botany, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 52 citations in OpenAlex.
- Advancing crop improvement through GWAS and beyond in mung bean.Frontiers in plant science · 2024Pooled it
- Review
- Molecular Mechanisms of Plant Stress Tolerance: From Stress Perception to Phytohormonal Crosstalk and Transcriptional Regulation.Current issues in molecular biology · 2026Review
- Diversity of Root System Architecture in Mediterranean Maize Inbred Lines Provides New Breeding Opportunities to Improve Stress Resilience and Resource Efficiency.Plants (Basel, Switzerland) · 2026Article
- Improving annotation, access, and comparison of nutritional composition data for underutilized crops.Database : the journal of biological databases and curation · 2026Article
- Integrative physiological and transcriptomic analysis reveals drought response mechanisms in Abrus mollis Hance.BMC plant biology · 2026Article
- Combined transcriptomics and metabolomics analysis reveals the molecular responses of heat tolerance during germination stage in sesame.Frontiers in plant science · 2026Article
- MAGIC population-based genetic dissection of yield-related traits under heat stress in wheat (Frontiers in plant science · 2026Article
- Phytohormonal homeostasis, chloroplast stability, and heat shock transcription pathways related to the adaptability of creeping bentgrass species to heat stress.Protoplasma · 2025Article
- Facilitating Maize Seed Germination Under Heat Stress via Exogenous Melatonin.International journal of molecular sciences · 2025Article
- MsDAD1 acts as a heat-induced "senescence brake" in alfalfa.Frontiers in plant science · 2025Article
- Drought-tolerant wheat for enhancing global food security.Functional & integrative genomics · 2024Review
- Comparative transcriptomic and metabolomic analyses provide insights into the responses to high temperature stress in Alfalfa (Medicago sativa L.).BMC plant biology · 2024Article
- Triticale field phenotyping using RGB camera for ear counting and yield estimation.Journal of applied genetics · 2024Article
- Drought and heat stress: insights into tolerance mechanisms and breeding strategies for pigeonpea improvement.Planta · 2024Review
- Dynamic physiological response of tef to contrasting water availabilities.Frontiers in plant science · 2024Article
- Review on blueberry drought tolerance from the perspective of cultivar improvement.Frontiers in plant science · 2024Review
- High-throughput phenotyping reveals multiple drought responses of wild and cultivated Phaseolinae beans.Frontiers in plant science · 2024Article
- Screening and evaluation of drought resistance traits of winter wheat in the North China Plain.Frontiers in plant science · 2023Article
- Integrated phenotyping of root and shoot growth dynamics in maize reveals specific interaction patterns in inbreds and hybrids and in response to drought.Frontiers in plant science · 2023Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 4 countries.
Funding
Abstract
Interannual and local fluctuations in wheat crop yield are mostly explained by abiotic constraints. Heatwaves and drought, which are among the top stressors, commonly co-occur, and their frequency is increasing with global climate change. High-throughput methods were optimized to phenotype wheat plants under controlled water deficit and high temperature, with the aim to identify phenotypic traits conferring adaptative stress responses. Wheat plants of 10 genotypes were grown in a fully automated plant facility under 25/18 °C day/night for 30 d, and then the temperature was increased for 7 d (38/31 °C day/night) while maintaining half of the plants well irrigated and half at 30% field capacity. Thermal and multispectral images and pot weights were registered twice daily. At the end of the experiment, key metabolites and enzyme activities from carbohydrate and antioxidant metabolism were quantified. Regression machine learning models were successfully established to predict plant biomass using image-extracted parameters. Evapotranspiration traits expressed significant genotype-environment interactions (G×E) when acclimatization to stress was continuously monitored. Consequently, transpiration efficiency was essential to maintain the balance between water-saving strategies and biomass production in wheat under water deficit and high temperature. Stress tolerance included changes in carbohydrate metabolism, particularly in the sucrolytic and glycolytic pathways, and in antioxidant metabolism. The observed genetic differences in sensitivity to high temperature and water deficit can be exploited in breeding programmes to improve wheat resilience to climate change.
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Registered trials
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