1. Public Availability of a Genotyped Segregating Population May Foster Marker Assisted Breeding (MAB) and Quantitative Trait Loci (QTL) Discovery: An Example Using Strawberry
- Author
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Lichun Cai, Travis Stegmeir, Nahla V. Bassil, Eric van de Weg, Suneth S. Sooriyapathirana, Chad E. Finn, Cholani Weebadde, and James F. Hancock
- Subjects
0106 biological sciences ,0301 basic medicine ,Population ,Single-nucleotide polymorphism ,Plant Science ,lcsh:Plant culture ,Biology ,Quantitative trait locus ,01 natural sciences ,Test cross ,03 medical and health sciences ,quantitative trait analysis (QTL) ,lcsh:SB1-1110 ,association mapping ,Association mapping ,education ,Original Research ,Genetics ,education.field_of_study ,food and beverages ,Phenotypic trait ,PE&RC ,F. chiloensis ,Plant Breeding ,030104 developmental biology ,F. virginiana ,Inflorescence ,Trait ,EPS ,Fragaria × ananassa ,010606 plant biology & botany - Abstract
Much of the cost associated with marker discovery for marker assisted breeding (MAB) can be eliminated if a diverse, segregating population is generated, genotyped, and made available to the global breeding community. Herein, we present an example of a hybrid, wild-derived family of the octoploid strawberry that can be used by other breeding programs to economically find and tag useful genes for MAB. A pseudo test cross population between two wild species of Fragaria virginiana and F. chiloensis (FVC 11) was generated and evaluated for a set of phenotypic traits. A total of 106 individuals in the FVC 11 were genotyped for 29,251 single nucleotide polymorphisms (SNPs) utilizing a commercially available, genome-wide scanning platform (Affymetrix Axiom IStraw90(TW)). The marker trait associations were deduced using TASSEL software. The FVC 11 population segregating for daughters per mother, inflorescence number, inflorescence height, crown production, flower number, fruit size, yield, internal color, soluble solids, fruit firmness, and plant vigor. Coefficients of variations ranged from 10% for fruit firmness to 68% for daughters per mother, indicating an underlying quantitative inheritance for each trait. A total of 2,474 SNPs were found to be polymorphic in FVC 11 and strong marker trait associations were observed for vigor, daughters per mother, yield and fruit weight. These data indicate that FVC 11 can be used as a reference population for quantitative trait loci detection and subsequent MAB across different breeding programs and geographical locations.
- Published
- 2016
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