PLoS ONE · 2015 · 102 citations · 52 references
Life SciencesGeneticsPlant SciencesGenomicsPlant GeneticsQuantitative GeneticsCold Tolerance BreedingCrop GenomicsGene MappingQuantitative Trait LociQuantitative Trait Loci MappingQuantitative Trait Locus MappingExpression Qtl MappingPopulation-based Qtl MappingQtl DetectionQtl LocalizationQuantitative Trait Loci (Qtl) MappingSeedling Cold ToleranceStability Under Field ConditionsStress Tolerance Qtl Mapping
Cold stress is one of the major abiotic stresses that impede rice production. A interconnected breeding (IB) population consisted of 497 advanced lines developed using HHZ as the recurrent parent and eight diverse elite indica lines as the donors were used to identify stably expressed QTLs for CT at the booting stage. A total of 41,754 high-quality SNPs were obtained through re-sequencing of the IB population. Phenotyping was conducted under field conditions in two years and three locations. Association analysis identified six QTLs for CT on the chromosomes 3, 4 and 12. QTL qCT-3-2 that showed stable CT across years and locations was fine-mapped to an approximately 192.9 kb region. Our results suggested that GWAS applied to an IB population allows better integration of gene discovery and breeding. QTLs can be mapped in high resolution and quickly utilized in breeding.
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