Euphytica · 2015 · 33 citations · 33 references
AgricultureAgronomyGeneticsCrop ImprovementPlant GeneticsYield MappingAgronomic Trait EvaluationCrop PhenotypingPhenotyping For Abiotic Stress ToleranceQuantitative Trait LociQuantitative Trait Loci MappingQuantitative Trait Locus MappingDrought StressHeritability Of Complex TraitsHeritability Of Yield TraitsStress Tolerance Qtl MappingWater Deficit StressYield Trait ImprovementYield-related Trait AnalysisYield-related Trait Assessment
Yield under drought stress is a highly complex trait with large influence to even a minor fluctuation in the environmental conditions. Genomics-assisted breeding holds great promise for improving such complex traits more efficiently in less time, but requires markers associated with the trait of interest. In this context, a recombinant inbred line mapping population (TAG 24 × ICGV 86031) was used to identify markers associated with quantitative trait loci (QTLs) for yield and yield related traits at two important locations of West Africa under well watered and water stress conditions. Among the traits analyzed under WS condition, the harvest index (HI) and the haulm yield (HYLD) were positively correlated with the pod yield (PYLD) and showed intermediate broad sense heritability. QTL analysis using phenotyping and genotyping data resulted in identification of 52 QTLs. These QTLs had low phenotypic variance (<12 %) for all the nine traits namely plant height, primary branching, SPAD chlorophyll meter reading, percentage of sound mature kernels, 100 kernel weight, shelling percentage, HI, HYLD and PYLD. Interestingly, few QTLs identified in this study were also overlapped with previously reported QTLs detected for drought tolerance related traits identified earlier in Indian environmental conditions using the same mapping population. Accumulating these many small-effect QTLs into a single genetic background is nearly impossible through marker-assisted backcrossing and even marker-assisted recurrent selection. Under such circumstances, the deployment of genomic selection is the most appropriate approach for improving such complex traits with more precision and in less time.
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Jean‐Marcel Ribaut, Changjian Jiang, D. González‐de‐León et al. · Theoretical and Applied Genetics · 1997 · 438 citations
Agriculture, Agronomy, Genetics +17
Quantitative Trait Loci Associated with Drought Tolerance at Reproductive Stage in Rice
Jonaliza C. Lanceras, G. Pantuwan, Boonrat Jongdee et al. · PLANT PHYSIOLOGY · 2004 · 371 citations · Full text
Agriculture, Agronomy, Genetics +14