Genomic Selection and Association Mapping in Rice (Oryza sativa): Effect of Trait Genetic Architecture, Training Population Composition, Marker Number and Statistical Model on Accuracy of Rice Genomic Selection in Elite, Tropical Rice Breeding Lines

Spindel, Jennifer; Begum, Hasina; Akdemir, Deniz; S. Virk, P.; C. Y. Collard, B.; D. Redoña, Edilberto; N. Atlin, G.; Jannink, Jean‐Luc; R. McCouch, Susan

doi:10.1371/journal.pgen.1004982

Public

Genomic Selection and Association Mapping in Rice (Oryza sativa): Effect of Trait Genetic Architecture, Training Population Composition, Marker Number and Statistical Model on Accuracy of Rice Genomic Selection in Elite, Tropical Rice Breeding Lines

Published in PLoS Genetics • Feb 17, 2015

Authors:

Jennifer Spindel

Hasina Begum

Deniz Akdemir

Abstract

Genomic Selection (GS) is a new breeding method in which genome-wide markers are used to predict the breeding value of individuals in a breeding population. GS has been shown to improve breeding efficiency in dairy cattle and several crop plant species, and here we evaluate for the first time its ef...

Subject

Biology

Quantitative trait locus

Best linear unbiased prediction

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