ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2008
Multi-trait association mapping in sugar beet (Beta vulgaris L.).
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
- Association analysis of agronomic traits and construction of genetic networks by resequencing of 306 sugar beet (Beta vulgaris L.) lines.Scientific reports · 2023Article
- Discovery of beneficial haplotypes for complex traits in maize landraces.Nature communications · 2020Article
- Early-stage sugar beet taproot development is characterized by three distinct physiological phases.Plant direct · 2020Article
- Maize Combined Insect Resistance Genomic Regions and Their Co-localization With Cell Wall Constituents Revealed by Tissue-Specific QTL Meta-Analyses.Frontiers in plant science · 2018Article
- The roles of pleiotropy and close linkage as revealed by association mapping of yield and correlated traits of wheat (Triticum aestivum L.).Journal of experimental botany · 2017Article
- A predictive assessment of genetic correlations between traits in chickens using markers.Genetics, selection, evolution : GSE · 2017Article
- Genome-wide association mapping of quantitative traits in a breeding population of sugarcane.BMC plant biology · 2016Article
- Association Mapping for Aluminum Tolerance in a Core Collection of Rice Landraces.Frontiers in plant science · 2016Article
- Genome-wide association study for crown rust (Puccinia coronata f. sp. avenae) and powdery mildew (Blumeria graminis f. sp. avenae) resistance in an oat (Avena sativa) collection of commercial varieties and landraces.Frontiers in plant science · 2015Article
- Association mapping of seed quality traits using the Canadian flax (Linum usitatissimum L.) core collection.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2014Article
- Genetic diversity and linkage disequilibrium analysis in elite sugar beet breeding lines and wild beet accessions.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2014Article
- Identification of agronomically important QTL in tetraploid potato cultivars using a marker-trait association analysis.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2014Article
- Genomic regions underlying agronomic traits in linseed (Linum usitatissimum L.) as revealed by association mapping.Journal of integrative plant biology · 2014Article
- Article
- A mixed-model approach for genome-wide association studies of correlated traits in structured populations.Nature genetics · 2012Article
- Population structure in a wheat core collection and genomic loci associated with yield under contrasting environments.Genetica · 2012Article
- Genome-wide distribution of genetic diversity and linkage disequilibrium in elite sugar beet germplasm.BMC genomics · 2011Article
- Association genetics of carbon isotope discrimination, height and foliar nitrogen in a natural population of Pinus taeda L.Heredity · 2011Article
- Accuracy of multi-trait genomic selection using different methods.Genetics, selection, evolution : GSE · 2011Article
- Allelic variation in the perennial ryegrass FLOWERING LOCUS T gene is associated with changes in flowering time across a range of populations.Plant physiology · 2011Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Association mapping promises to overcome the limitations of linkage mapping methods. The main objective of this study was to examine the applicability of multivariate association mapping with an empirical data set of sugar beet. A total of 111 diploid sugar beet inbreds was selected from the seed parent heterotic pool to represent a broad diversity with respect to sugar content (SC). The inbreds were genotyped with 26 simple sequence repeat markers chosen according to their map positions in proximity to previously identified quantitative trait loci for SC. For SC and beet yield (BY), the genotypic variances were highly significant (P < 0.01). Based on the global test of the bivariate mixed-model approach, four markers were significantly associated with SC, BY, or both at a false discovery rate of 0.025. All four markers were significantly (P < 0.05) associated with BY but only two with SC. The identification of markers associated with SC, BY, or both indicated that association mapping can be successfully applied in a sugar beet breeding context for detection of marker-phenotype associations. Furthermore, based on our results multivariate association mapping can be recommended as a promising tool to discriminate with a high mapping resolution between pleiotropy and linkage as reasons for co-localization of marker-phenotype associations for different traits.
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