ArticlePloS one2013
Genome-wide association analysis of aluminum tolerance in cultivated and Tibetan wild barley.
Article in PloS one, 2013. 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.
- Unlocking Barley's Phosphorus Efficiency: The Emerging Role of RNA Processing in Low-Phosphorus Adaptation.Plants (Basel, Switzerland) · 2026Review
- From QTL mapping to genome editing: advances and integrated strategies for improving aluminum tolerance in crops.Frontiers in plant science · 2026Review
- Early Seedling Screening Reveals Unidentified Al Resistance Mechanisms in Lithuanian Barley Cultivars.International journal of molecular sciences · 2025Article
- Breeding for an elite malting barley cultivar with acid soil tolerance.Communications biology · 2024Article
- Genetic Databases and Gene Editing Tools for Enhancing Crop Resistance against Abiotic Stress.Biology · 2023Review
- Genome resequencing and transcriptome profiling reveal molecular evidence of tolerance to water deficit in barley.Journal of advanced research · 2023Article
- Genetic characterization of root architectural traits in barley (Frontiers in plant science · 2023Article
- Integration of GWAS and transcriptome analyses to identify SNPs and candidate genes for aluminum tolerance in rapeseed (Brassica napus L.).BMC plant biology · 2022Article
- Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat.Frontiers in plant science · 2022Article
- Comprehensive evaluation of the response to aluminum stress in olive tree (Frontiers in plant science · 2022Article
- Identification of microRNAs Responding to Aluminium, Cadmium and Salt Stresses in Barley Roots.Plants (Basel, Switzerland) · 2021Article
- Mechanistic Association of Quantitative Trait Locus with Malate Secretion in Lentil (Plants (Basel, Switzerland) · 2021Article
- Quantitative phosphoproteomic analysis provides insights into the aluminum-responsiveness of Tamba black soybean.PloS one · 2020Article
- Characterization of Genetic Diversity and Genome-Wide Association Mapping of Three Agronomic Traits in Qingke Barley (Frontiers in genetics · 2020Article
- Root plasticity and Pi recycling within plants contribute to low-P tolerance in Tibetan wild barley.BMC plant biology · 2019Article
- Response of Tibetan Wild Barley Genotypes to Drought Stress and Identification of Quantitative Trait Loci by Genome-Wide Association Analysis.International journal of molecular sciences · 2019Article
- Unlocking the Genetic Diversity and Population Structure of a Wild Gene Source of Wheat,Frontiers in plant science · 2019Article
- QTL mapping for aluminum tolerance in RIL population of soybean (Glycine max L.) by RAD sequencing.PloS one · 2019Article
- Identification of microRNAs in response to aluminum stress in the roots of Tibetan wild barley and cultivated barley.BMC genomics · 2018Article
- Association mapping for total polyphenol content, total flavonoid content and antioxidant activity in barley.BMC genomics · 2018Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Tibetan wild barley (Hordeum vulgare L. ssp. spontaneum), originated and grown in harsh enviroNment in Tibet, is well-known for its rich germpalsm with high tolerance to abiotic stresses. However, the genetic variation and genes involved in Al tolerance are not totally known for the wild barley. In this study, a genome-wide association analysis (GWAS) was performed by using four root parameters related with Al tolerance and 469 DArT markers on 7 chromosomes within or across 110 Tibetan wild accessions and 56 cultivated cultivars. Population structure and cluster analysis revealed that a wide genetic diversity was present in Tibetan wild barley. Linkage disequilibrium (LD) decayed more rapidly in Tibetan wild barley (9.30 cM) than cultivated barley (11.52 cM), indicating that GWAS may provide higher resolution in the Tibetan group. Two novel Tibetan group-specific loci, bpb-9458 and bpb-8524 were identified, which were associated with relative longest root growth (RLRG), located at 2H and 7H on barely genome, and could explain 12.9% and 9.7% of the phenotypic variation, respectively. Moreover, a common locus bpb-6949, localized 0.8 cM away from a candidate gene HvMATE, was detected in both wild and cultivated barleys, and showed significant association with total root growth (TRG). The present study highlights that Tibetan wild barley could provide elite germplasm novel genes for barley Al-tolerant improvement.
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