ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2018
Association mapping of drought tolerance-related traits in barley to complement a traditional biparental QTL mapping study.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Genome-Wide Association Study (GWAS) for Freezing and De-Acclimation Tolerance in Polish Winter Barley.International journal of molecular sciences · 2026Article
- Genetic structure and marker-trait association analysis for agro-morphological and physiological characteristics in germplasm of wild barley (Hordeum vulgare subsp. spontaneum).Scientific reports · 2025Article
- Multi-Locus GWAS Mapping and Candidate Gene Analysis of Anticancer Peptide Lunasin in Soybean (Plants (Basel, Switzerland) · 2025Article
- Genome-Wide association analysis of phenotypic traits in Bambara groundnut under drought-stressed and non-stressed conditions based on DArTseq SNP.Frontiers in plant science · 2023Article
- Article
- QTLs Controlling Physiological and Morphological Traits of Barley (Hordeum vulgare L.) Seedlings under Salinity, Drought, and Normal ConditionsBiotech (Basel (Switzerland)) · 2022Article
- Genome-Wide Association Study of QTLs Conferring Resistance to Bacterial Leaf Streak in Rice.Plants (Basel, Switzerland) · 2021Article
- Progressive Genomic Approaches to Explore Drought- and Salt-Induced Oxidative Stress Responses in Plants under Changing Climate.Plants (Basel, Switzerland) · 2021Review
- Association analysis of physiological traits in spring barley (Food science & nutrition · 2021Article
- Detailed Genetic Analysis for Identifying QTLs Associated with Drought Tolerance at Seed Germination and Seedling Stages in Barley.Plants (Basel, Switzerland) · 2020Article
- GWAS: Fast-forwarding gene identification and characterization in temperate Cereals: lessons from Barley - A review.Journal of advanced research · 2020Review
- Drought Stress Tolerance in Wheat and Barley: Advances in Physiology, Breeding and Genetics Research.International journal of molecular sciences · 2019Review
- Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in Barley.Frontiers in plant science · 2019Article
- Assessing the genetic diversity and characterizing genomic regions conferring Tan Spot resistance in cultivated rye.PloS one · 2019Article
- Variable Levels of Tolerance to Water Stress (Drought) and Associated Biochemical Markers in Tunisian Barley Landraces.Molecules (Basel, Switzerland) · 2018Article
- Multi-Locus Genome-Wide Association Studies for 14 Main Agronomic Traits in Barley.Frontiers in plant science · 2018Article
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4 authors.
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Abstract
key messageAssociation mapping of drought-related traits in barley was used to increase the density of existing QTL maps without recreating mapping populations. We used 109 spring barley genotypes exhibiting high or low drought tolerance to elucidate the associations between diversity array technology sequencing (DArTseq) and single nucleotide polymorphism (SNP) markers and various physiological parameters related to plant responses to drought conditions. The study was performed in controlled conditions (growth chambers), drought tolerance was phenotyped in the four-leaf seedlings. We identified 58 associations including 34 new markers (i.e., 16 DArTseq and 18 SNP markers). The results for three markers were consistent with the data obtained in an earlier traditional biparental QTL mapping study. The regions neighboring markers on linkage group 2H contained the highest number of significant marker-trait associations. Five markers related to the photosynthetic activity of photosystem II were detected on chromosome 4H. The lowest number of associations were observed for the sequences neighboring DArT markers on linkage group 6H. A chromosome 3H region related to water use efficiency and net photosynthesis rate in both biparental QTL, and association study, may be particularly valuable, as these parameters correspond to the ability of plants to remain highly productive under water deficit stress. Our findings confirm that association mapping can increase the density of existing QTL maps without recreating mapping populations.
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