ArticleFrontiers in plant science2018
Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (
Article in Frontiers in plant science, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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21 citing papers in PubMed, 45 citations in OpenAlex.
- Nitric oxide and abscisic acid: two intimate collaborators regulating plant defense against drought.Protoplasma · 2026Review
- Transcription factor HvDREB4.1 and HvDREB4.2 from Hulless barley enhance tolerance to drought and salt stress in transgenic Arabidopsis thaliana.BMC plant biology · 2026Article
- Mitigating soil drought effects in soybean with Bradyrhizobium Japonicum inoculants.BMC plant biology · 2025Article
- Genetic Divergence and Functional Significance of Bioactive Compounds in Rice and Barley: Implications for Biofortification and Human Health.International journal of molecular sciences · 2025Review
- Comparative transcriptome analysis reveals candidate gene for flowering time QTL HvHeading in barley.BMC plant biology · 2025Article
- Effect of different Bradyrhizobium japonicum inoculants on physiological and agronomic traits of soybean (Glycine max (L.) Merr.) associated with different expression of nodulation genes.BMC plant biology · 2024Article
- Genetic control of root architectural traits under drought stress in spring barley (Hordeum vulgare L.).The plant genome · 2024Article
- Plant Tolerance to Drought Stress with Emphasis on Wheat.Plants (Basel, Switzerland) · 2023Review
- Article
- Genome-wide screening of lectin putative genes from Sorghum bicolor L., distribution in QTLs and a probable implications of lectins in abiotic stress tolerance.BMC plant biology · 2022Article
- Physiological and Biochemical Parameters of Salinity Resistance of Three Durum Wheat Genotypes.International journal of molecular sciences · 2022Article
- Validation of DNA marker-assisted selection for forage biomass productivity under deficit irrigation in alfalfa.The plant genome · 2022Article
- Genetic manipulation of anti-nutritional factors in major crops for a sustainable diet in future.Frontiers in plant science · 2022Review
- Physiological and Biochemical Response toInternational journal of molecular sciences · 2021Article
- Association analysis of physiological traits in spring barley (Food science & nutrition · 2021Article
- Discerning molecular diversity and association mapping for phenological, physiological and yield traits under high temperature stress in chickpea (Journal of genetics · 2021Article
- GWAS: Fast-forwarding gene identification and characterization in temperate Cereals: lessons from Barley - A review.Journal of advanced research · 2020Review
- QTL Mapping for Seed Germination Response to Drought Stress inFrontiers in plant science · 2020Article
- Multi-Locus Genome Wide Association Mapping for Yield and Its Contributing Traits in Hexaploid Wheat under Different Water Regimes.Scientific reports · 2019Article
- Genetic and Physiological Dissection of Photosynthesis in Barley Exposed to Drought Stress.International journal of molecular sciences · 2019Article
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Authors and funding
20 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Drought is one of the most adverse abiotic factors limiting growth and productivity of crops. Among them is barley, ranked fourth cereal worldwide in terms of harvested acreage and production. Plants have evolved various mechanisms to cope with water deficit at different biological levels, but there is an enormous challenge to decipher genes responsible for particular complex phenotypic traits, in order to develop drought tolerant crops. This work presents a comprehensive approach for elucidation of molecular mechanisms of drought tolerance in barley at the seedling stage of development. The study includes mapping of QTLs for physiological and biochemical traits associated with drought tolerance on a high-density function map, projection of QTL confidence intervals on barley physical map, and the retrievement of positional candidate genes (CGs), followed by their prioritization based on Gene Ontology (GO) enrichment analysis. A total of 64 QTLs for 25 physiological and biochemical traits that describe plant water status, photosynthetic efficiency, osmoprotectant and hormone content, as well as antioxidant activity, were positioned on a consensus map, constructed using RIL populations developed from the crosses between European and Syrian genotypes. The map contained a total of 875 SNP, SSR and CGs, spanning 941.86 cM with resolution of 1.1 cM. For the first time, QTLs for ethylene, glucose, sucrose, maltose, raffinose, α-tocopherol, γ-tocotrienol content, and catalase activity, have been mapped in barley. Based on overlapping confidence intervals of QTLs, 11 hotspots were identified that enclosed more than 60% of mapped QTLs. Genetic and physical map integration allowed the identification of 1,101 positional CGs within the confidence intervals of drought response-specific QTLs. Prioritization resulted in the designation of 143 CGs, among them were genes encoding antioxidants, carboxylic acid biosynthesis enzymes, heat shock proteins, small auxin up-regulated RNAs, nitric oxide synthase, ATP sulfurylases, and proteins involved in regulation of flowering time. This global approach may be proposed for identification of new CGs that underlies QTLs responsible for complex traits.
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