Article
A joint learning approach for genomic prediction in polyploid grasses.
Scientific reports - 21 Jul 2022
Aono Alexandre Hild, Ferreira Rebecca Caroline Ulbricht, Moraes Aline da Costa Lima, Lara Letícia Aparecida de Castro, Pimenta Ricardo José Gonzaga, Costa Estela Araujo, Pinto Luciana Rossini, Landell Marcos Guimarães de Andrade, Santos Mateus Figueiredo, Jank Liana, Barrios Sanzio Carvalho Lima, do Valle Cacilda Borges, Chiari Lucimara, Garcia Antonio Augusto Franco, Kuroshu Reginaldo Massanobu, Lorena Ana Carolina, Gorjanc Gregor, de Souza Anete Pereira
Abstract excerpt
Poaceae, among the most abundant plant families, includes many economically important polyploid species, such as forage grasses and sugarcane (Saccharum spp.). These species have elevated genomic complexities and limited genetic resources, hindering the application of marker-assisted selection strategies. Currently, the most promising approach for increasing genetic gains in plant breeding is genomic selection....
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