ArticleFrontiers in plant science2016
Genome-Wide Association Mapping of Acid Soil Resistance in Barley (Hordeum vulgare L.).
Article in Frontiers in plant science, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Multi-locus GWAS to unravel the genetic architecture of grain iron, zinc and protein contents in wheat (Triticum aestivum L.) genotypes evaluated over multiple locations and years.BMC plant biology · 2026Article
- Strong Root System Enhances Waterlogging Resilience in Barley (Plants (Basel, Switzerland) · 2026Article
- From QTL mapping to genome editing: advances and integrated strategies for improving aluminum tolerance in crops.Frontiers in plant science · 2026Review
- 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
- Genetic resources and precise gene editing for targeted improvement of barley abiotic stress tolerance.Journal of Zhejiang University. Science. B · 2023Review
- Genetic characterization of root architectural traits in barley (Frontiers in plant science · 2023Article
- Pleiotropy Structures Plant Height and Seed Weight Scaling in Barley despite Long History of Domestication and Breeding Selection.Plant phenomics (Washington, D.C.) · 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 Study of Waterlogging Tolerance in Barley (Frontiers in plant science · 2021Article
- Retrotransposon Insertion and DNA Methylation Regulate Aluminum Tolerance in European Barley Accessions.Plant physiology · 2018Article
- Genome-Wide Association Study Reveals a New QTL for Salinity Tolerance in Barley (Hordeum vulgare L.).Frontiers in plant science · 2016Article
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Authors and funding
6 authors.
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Abstract
Genome-wide association studies (GWAS) based on linkage disequilibrium (LD) have been used to detect QTLs underlying complex traits in major crops. In this study, we collected 218 barley (Hordeum vulgare L.) lines including wild barley and cultivated barley from China, Canada, Australia, and Europe. A total of 408 polymorphic markers were used for population structure and LD analysis. GWAS for acid soil resistance were performed on the population using a general linkage model (GLM) and a mixed linkage model (MLM), respectively. A total of 22 QTLs (quantitative trait loci) were detected with the GLM and MLM analyses. Two QTLs, close to markers bPb-1959 (133.1 cM) and bPb-8013 (86.7 cM), localized on chromosome 1H and 4H respectively, were consistently detected in two different trials with both the GLM and MLM analyses. Furthermore, bPb-8013, the closest marker to the major Al(3+) resistance gene HvAACT1 in barley, was identified to be QTL5. The QTLs could be used in marker-assisted selection to identify and pyramid different loci for improved acid soil resistance in barley.
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