Nature Communications · 2021 · 48 citations · 44 references
Life SciencesGeneticsPlant SciencesCrop ImprovementPlant GeneticsPlant GenomicsGene MappingQuantitative Trait LociQuantitative Trait Loci MappingQuantitative Trait Locus MappingCo-segregation AnalysisGrain ShapeGrain Shape AnalysisMulti-trait Qtl MappingMultiple Qtl MappingNatural Variation AnalysisPopulation-based Qtl MappingRice Domestication
Abstract Cloning quantitative trait locus (QTL) is time consuming and laborious, which hinders the understanding of natural variation and genetic diversity. Here, we introduce RapMap, a method for rapid multi-QTL mapping by employing F 2 gradient populations (F 2 GPs) constructed by minor-phenotypic-difference accessions. The co-segregation standard of the single-locus genetic models ensures simultaneous integration of a three-in-one framework in RapMap i.e. detecting a real QTL, confirming its effect, and obtaining its near-isogenic line-like line (NIL-LL). We demonstrate the feasibility of RapMap by cloning eight rice grain-size genes using 15 F 2 GPs in three years. These genes explain a total of 75% of grain shape variation. Allele frequency analysis of these genes using a large germplasm collection reveals directional selection of the slender and long grains in indica rice domestication. In addition, major grain-size genes have been strongly selected during rice domestication. We think application of RapMap in crops will accelerate gene discovery and genomic breeding.
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