Perspectives on Applications of Hierarchical Gene-To-Phenotype (G2P) Maps to Capture Non-stationary Effects of Alleles in Genomic Prediction

Perspectives on Applications of Hierarchical Gene-To-Phenotype (G2P) Maps to Capture Non-stationary Effects of Alleles in Genomic Prediction

Genomic prediction of complex traits across environments, breeding cycles, and populations remains a challenge for plant breeding. A potential explanation for this is that underlying non-additive genetic (GxG) and genotype-by-environment (GxE) interactions generate allele substitution effects that a...

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Bibliographic Details
Main Authors: Owen M. Powell, Kai P. Voss-Fels, David R. Jordan, Graeme Hammer, Mark Cooper
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Plant Science
Subjects:
multi-trait prediction
non-linear relationships
crop growth models
genetic correlation
non-additive genetic effects
epistasis
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2021.663565/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2021.663565/full

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