Plant Breeding · 2005 · 77 citations · 24 references
Life SciencesGeneticsPlant SciencesOilseed Crop SciencePlant GeneticsQuantitative GeneticsAgronomic Trait EvaluationGenotype-by-environment InteractionOilseed Crop BreedingQuantitative Trait LociQuantitative Trait Loci MappingQuantitative Trait Locus MappingEpistatic Interaction AnalysisEpistatic InteractionsEpistatic MappingEpistatic Qtl AnalysisEpistatic VarianceExperimental Field TrialsNatural AntioxidantsVegetable Oils
Abstract Tocopherols are natural antioxidants in vegetable oils and are important dietary nutrients. Enhanced tocopherol content has become an important objective in oilseed rape breeding. A segregating DH population was tested for 2 years at two locations in replicated field trials. Genotypic differences occurred for α‐, γ‐ and total tocopherol content as well as α/γ‐tocopherol ratio, but highly significant genotype x environment interactions resulted in low heritabilities. Using a mixed‐model composite interval mapping approach between one and five QTL with additive and/or additive x environment interaction effects could be mapped for α‐, γ‐ and total tocopherol content and α/β‐tocopherol ratio. In addition, one to six locus pairs with epistatic interaction effects were identified, indicating a strong contribution of epistasis to trait variation. In total, the additive and epistatic effects explained between 28% (α‐tocopherol content) and 73% (total tocopherol content) of the genotypic variance in the population, with individual QTL and locus pairs contributing between 7.5 and 29.2% of variance. Considering the low heritabilities of the tocopherol traits, the results of this study indicate that marker‐assisted selection may be an efficient strategy in a breeding program for enhanced tocopherol content in rapeseed.
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Mapping mendelian factors underlying quantitative traits using RFLP linkage maps.
Eric S. Lander, David Botstein · Genetics · 1989 · 5.3K citations · Full text
Life Sciences, Biology, Genetics +17
P M Bramley, Ibrahim Elmadfa, Anthony Kafatos et al. · Journal of the Science of Food and Agriculture · 2000 · 498 citations