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The identification of grain size genes by RapMap reveals directional selection during rice domestication

Juncheng Zhang, Dejian Zhang, Yawei Fan, Cuicui Li, Pengkun Xu, Wěi Li, Qi Sun, Xiaodong Huang, Chunyu Zhang, Linyue Wu, Huaizhou Yang, Shiyu Wang, Lei Su, Xingxing Li, Yingying Song, Meng-en Wu, Xingming Lian, Yibo Li

2021Nature Communications48 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

DomesticationQuantitative trait locusGermplasmBiologyLocus (genetics)GeneAlleleGeneticsPositional cloningSelection (genetic algorithm)TraitCandidate geneAgronomyComputer scienceArtificial intelligenceProgramming languageGenetic Mapping and Diversity in Plants and AnimalsRice Cultivation and Yield ImprovementGABA and Rice Research
The identification of grain size genes by RapMap reveals directional selection during rice domestication | Litcius