Article
Multi-omics prediction of oat agronomic and seed nutritional traits across environments and in distantly related populations.
TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik - 1 Dec 2021
Hu Haixiao, Campbell Malachy T, Yeats Trevor H, Zheng Xuying, Runcie Daniel E, Covarrubias-Pazaran Giovanny, Broeckling Corey, Yao Linxing, Caffe-Treml Melanie, Gutiérrez Lucı A, Smith Kevin P, Tanaka James, Hoekenga Owen A, Sorrells Mark E, Gore Michael A, Jannink Jean-Luc
Abstract excerpt
KEY MESSAGE: Integration of multi-omics data improved prediction accuracies of oat agronomic and seed nutritional traits in multi-environment trials and distantly related populations in addition to the single-environment prediction. Multi-omics prediction has been shown to be superior to genomic prediction with genome-wide DNA-based genetic markers (G) for predicting phenotypes. However, most of the existing...
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