ArticleGenetica2015
Association mapping for frost tolerance using multi-parent advanced generation inter-cross (MAGIC) population in faba bean (Vicia faba L.).
Article in Genetica, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers.
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Who cites it
42 citing papers in PubMed.
- Allelic variation at a single locus distinguishes spring and winter faba beans.Nature genetics · 2026Article
- Harnessing faba bean MAGIC populations for enhanced protein content, yield, and agronomic performance in diverse environments.Frontiers in plant science · 2026Article
- MAGIC populations: a next-generation framework for dissecting complex quantitative traits and accelerating molecular breeding in crops.Frontiers in plant science · 2026Review
- Effects of genotype × environment interactions on the morphological and genetic aspects of the seed characteristics of faba beans.The plant genome · 2025Article
- Development of high yielding and stress resilient post-rainy season sorghum cultivars using a multi-parent crossing approach.Scientific reports · 2025Article
- Genome-wide association studies reveal potential candidate genes associated with amino acid in tea plants.PeerJ · 2025Article
- Genome-wide scanning to identify and validate single nucleotide polymorphism markers associated with drought tolerance in spring wheat seedlings.The plant genome · 2024Article
- New Insights into the Genetic Basis of Lysine Accumulation in Rice Revealed by Multi-Model GWAS.International journal of molecular sciences · 2024Article
- Whole genome resequencing and phenotyping of MAGIC population for high resolution mapping of drought tolerance in chickpea.The plant genome · 2024Article
- Development and characterization of a sorghum multi-parent advanced generation intercross (MAGIC) population for capturing diversity among seed parent gene pool.G3 (Bethesda, Md.) · 2023Article
- Genome-wide association mapping highlights candidate genes and immune genotypes for net blotch and powdery mildew resistance in barley.Computational and structural biotechnology journal · 2023Article
- Discovering useful genetic variation in the seed parent gene pool for sorghum improvement.Frontiers in genetics · 2023Article
- Genome-Wide Association Study Revealed SNP Alleles Associated with Seed Size Traits in African Yam Bean (Genes · 2022Article
- Identifying loci controlling total starch content of leaf in Nicotiana tabacum through genome-wide association study.Functional & integrative genomics · 2022Article
- Genetic Augmentation of Legume Crops Using Genomic Resources and Genotyping Platforms for Nutritional Food Security.Plants (Basel, Switzerland) · 2022Review
- Genetic Dissection of Heat Stress Tolerance in Faba Bean (Plants (Basel, Switzerland) · 2022Article
- Genomic regions associated with herbicide tolerance in a worldwide faba bean (Vicia faba L.) collection.Scientific reports · 2022Article
- A QTL approach in faba bean highlights the conservation of genetic control of frost tolerance among legume species.Frontiers in plant science · 2022Article
- Genome-Wide Screening of Broad-Spectrum Resistance to Leaf Rust (Frontiers in plant science · 2022Article
- Genome-wide association mapping for root traits associated with frost tolerance in faba beans using KASP-SNP markers.Frontiers in genetics · 2022Article
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Authors and funding
2 authors.
Funding
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Abstract
A multi-parent advanced generation inter-cross (MAGIC) derived from 11 founder lines in faba bean was used in this study to identify quantitative trait loci (QTL) for frost tolerance traits using the association mapping method with 156 SNP markers. This MAGIC population consists of a set of 189 genotypes from the Göttingen Winter Bean Population. The association panel was tested in two different experiments, i.e. a frost and a hardening experiment. Six morphological traits, leaf fatty acid composition, relative water content in shoots were scored in this study. The genotypes presented a large genetic variation for all traits that were highly heritable after frost and after hardening. High phenotypic significant correlations were established between traits. The principal coordinates analysis resulted in no clear structure in the current population. Association mapping was performed using a general linear model and mixed linear model with kinship. A False discovery rate of 0.20 (and 0.05) was used to test the significance of marker-trait association. As a result, many putative QTLs for 13 morphological and physiological traits were detected using both models. The results reveal that QTL mapping by association analysis is a powerful method of detecting the alleles associated with frost tolerance in the winter faba bean which can be used in accelerating breeding programs.
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