Article
Genome-wide prediction methods in highly diverse and heterozygous species: proof-of-concept through simulation in grapevine.
PloS one - 1 Jan 2014
Fodor Agota, Segura Vincent, Denis Marie, Neuenschwander Samuel, Fournier-Level Alexandre, Chatelet Philippe, Homa Félix Abdel Aziz, Lacombe Thierry, This Patrice, Le Cunff Loic
Abstract excerpt
Nowadays, genome-wide association studies (GWAS) and genomic selection (GS) methods which use genome-wide marker data for phenotype prediction are of much potential interest in plant breeding. However, to our knowledge, no studies have been performed yet on the predictive ability of these methods for structured traits when using training populations with high levels of genetic diversity. Such an example of a...
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