ArticlePloS one2018
GWAS analysis in spring barley (Hordeum vulgare L.) for morphological traits exposed to drought.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed.
- Genome-wide association study in a US soft winter wheat population reveals novel and known sources of resistance to the Septoria tritici blotch pathogen Zymoseptoria tritici.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Introgression of barley chromosome arms 4H and 6H into wheat via Robertsonian translocations: GBS-assisted structural analysis and impact on grain nutrient composition.Plant molecular biology · 2026Article
- Genome-wide association study of pre-indicative agronomic traits affecting malt quality in Ethiopian barley (Hordeum vulgare L.) germplasm.BMC genomics · 2026Article
- Biochemical and agro-morphological traits-based mining for Malt Barley Germplasm.Frontiers in nutrition · 2025Article
- Genome wide association study and transcriptome analysis identify candidate genes regulating wheat coleoptile length.Molecular breeding : new strategies in plant improvement · 2024Article
- Association mapping unravels the genetic basis for drought related traits in different developmental stages of barley.Scientific reports · 2024Article
- The improvement of the in vitro plant regeneration in barley with the epigenetic modifier of histone acetylation, trichostatin A.Journal of applied genetics · 2024Article
- Applying microbial biostimulants and drought-tolerant genotypes to enhance barley growth and yield under drought stress.Frontiers in plant science · 2024Review
- Identification of Markers Associated with Wheat Dwarf Virus (WDV) Tolerance/Resistance in Barley (Viruses · 2023Article
- The Integration of Genome-Wide Association Study and Homology Analysis to Explore the Genomic Regions and Candidate Genes for Panicle-Related Traits in Foxtail Millet.International journal of molecular sciences · 2022Article
- QTLs Controlling Physiological and Morphological Traits of Barley (Hordeum vulgare L.) Seedlings under Salinity, Drought, and Normal ConditionsBiotech (Basel (Switzerland)) · 2022Article
- A new major QTL for flag leaf thickness in barley (Hordeum vulgare L.).BMC plant biology · 2022Article
- Identification of QTL underlying the main stem related traits in a doubled haploid barley population.Frontiers in plant science · 2022Article
- Genome-Wide Association Study on Total Starch, Amylose and Amylopectin in Barley Grain Reveals Novel Putative Alleles.International journal of molecular sciences · 2021Article
- Genome-Wide Association Study of Waterlogging Tolerance in Barley (Frontiers in plant science · 2021Article
- Article
- Detailed Genetic Analysis for Identifying QTLs Associated with Drought Tolerance at Seed Germination and Seedling Stages in Barley.Plants (Basel, Switzerland) · 2020Article
- Natural Variation Uncovers Candidate Genes for Barley Spikelet Number and Grain Yield under Drought Stress.Genes · 2020Article
- GWAS: Fast-forwarding gene identification and characterization in temperate Cereals: lessons from Barley - A review.Journal of advanced research · 2020Review
- Characterization of Genetic Diversity and Genome-Wide Association Mapping of Three Agronomic Traits in Qingke Barley (Frontiers in genetics · 2020Article
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5 authors.
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Abstract
Association analysis based on linkage disequilibrium has become a common and powerful approach for detection of QTLs underlying complex agronomic traits including drought tolerance. To determine marker/trait association, 148 modern European spring barley cultivars were evaluated under drought stress. Associations of morphological traits with AFLP/SSR markers were investigated based on the mixed linear model using the TASSEL3.0. Population structure was estimated using various methods including Bayesian clustering model by STRUCTURE software, PCoA analysis, NJ dendrogram and Hierarchical Clustering. Linkage disequilibrium patterns were explored among the whole genome and each chromosome separately. All the analysis for population structure divided the population into two sub-groups. Linkage disequilibrium analysis showed that by increasing genetic distance, LD decreases. Totally, 167 significant marker trait associations were found which delineated into 65 QTLs in both treatments. Two stable QTLs on 5H at 86.880 cM were detected for Internode Length and on 3H at 126.421 cM for flag leaf length in drought stress treatment. Fourteen QTLs were co-localized with previously reported QTLs and others were novel. The results indicate that these putative genomic regions contain genes that have pleiotropic effects on morphological traits in drought condition.
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