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Genomic selection requires genomic control of inbreeding [PDF]
Background In the past, pedigree relationships were used to control and monitor inbreeding because genomic relationships among selection candidates were not available until recently.
Sonesson Anna K+2 more
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Efficient Breeding by Genomic Mating [PDF]
Selection in breeding programs can be done by using phenotypes (phenotypic selection), pedigree relationship (breeding value selection) or molecular markers (marker assisted selection or genomic selection).
Deniz Akdemir, Julio Isidro Sanchez
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Genomic selection in horse breeding [PDF]
The aim of this paper was to present the general aspects of genomic selection in horse breeding and also to provide an overview of existing applications in horses breeding, with particular emphasis on the challenges of implementation and long-term use ...
Gregić Maja+3 more
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Genomic Selection in Cereal Breeding [PDF]
Genomic Selection (GS) is a method in plant breeding to predict the genetic value of untested lines based on genome-wide marker data. The method has been widely explored with simulated data and also in real plant breeding programs.
Charlotte D. Robertsen+2 more
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Non-additive Effects in Genomic Selection [PDF]
In the last decade, genomic selection has become a standard in the genetic evaluation of livestock populations. However, most procedures for the implementation of genomic selection only consider the additive effects associated with SNP (Single Nucleotide
Luis Varona+4 more
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SummaryGenomic selection is a form of marker‐assisted selection in which genetic markers covering the whole genome are used so that all quantitative trait loci (QTL) are in linkage disequilibrium with at least one marker. This approach has become feasible thanks to the large number of single nucleotide polymorphisms (SNP) discovered by genome ...
Goddard, M. E., Hayes, B. J.
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Emerging issues in genomic selection [PDF]
Abstract Genomic selection (GS) is now practiced successfully across many species. However, many questions remain, such as long-term effects, estimations of genomic parameters, robustness of genome-wide association study (GWAS) with small and large datasets, and stability of genomic predictions.
Ignacy Misztal+5 more
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Pre-selection of markers for genomic selection [PDF]
Abstract Background Accurate prediction of genomic breeding values (GEBVs) requires numerous markers. However, predictive accuracy can be enhanced by excluding markers with no effects or with inconsistent effects among crosses that can adversely affect the prediction of GEBVs. Methods
Schulz-Streeck, T, Ogutu, JO, Piepho, HP
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Genomic Prediction Strategies for Dry-Down-Related Traits in Maize
For efficient mechanical harvesting, low grain moisture content at harvest time is essential. Dry-down rate (DR), which refers to the reduction in grain moisture content after the plants enter physiological maturity, is one of the main factors affecting ...
Pengzun Ni+10 more
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Genomic selection to improve husk tightness based on genomic molecular markers in maize
IntroductionThe husk tightness (HTI) in maize plays a crucial role in regulating the water content of ears during the maturity stage, thereby influencing the quality of mechanical grain harvesting in China. Genomic selection (GS), which employs molecular
Yuncan Liu+9 more
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