Genomic Selection
Modeling Epistasis in Genomic Selection
... several genomic selection approaches have been developed to model both main and epistatic effects (Xu 2007; Cai et ...in genomic selection approaches using parametric models mainly because of ...
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Genetic Mapping and Genomic Selection Using Recombination Breakpoint Data
... nomic selection” and has become very popular in animals and plants (Hayes et ...and genomic selection. In genomic selection, all ge- nomic positions are considered, although there is ...
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Genomic Prediction of Tropical Maize Resistance to Fall Armyworm and Weevils: Genomic Selection Should Focus on Effective Training Set Determination
... marker-assisted selection (MAS) is hampered by the necessity to first discover resistance- associated genomic regions through genetic linkage and GWAS methods, both with several shortcomings, especially for ...
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Selection on Optimal Haploid Value Increases Genetic Gain and Preserves More Genetic Diversity Relative to Genomic Selection
... compare genomic selection and OHV selection in bread ...for genomic selection is the linkage disequilibrium (LD) structure of the ...
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Bayesian models applied to genomic selection for categorical traits
... in genomic selection, especially when it comes to quantitative traits, because when individuals with overestimated /underestimated genetic values are selected, it can induce to economic ...
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Wheat quality improvement at CIMMYT and the use of genomic selection on it
... resources. Genomic selection has been proposed to assist in selecting for quality and other traits in breeding ...programs. Genomic selection can predict quantitative traits and is applicable ...
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Wheat quality improvement at CIMMYT and the use of genomic selection on it
... resources. Genomic selection has been proposed to assist in selecting for quality and other traits in breeding ...programs. Genomic selection can predict quantitative traits and is applicable ...
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Multivariate Genomic Selection and Potential of Rapid Indirect Selection with Speed Breeding in Spring Wheat
... Genomic selection (GS) can be effective in breeding for quantitative traits, such as yield, by reducing the selection cycle ...phenotypic selection to improve for key traits, such as height ...
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Genomic selection in forest tree breeding: The concept and an outlook to the future
... [genomic selection (GS)] is a new frontier in plant and animal breeding ...assisted selection were summarized and compared with ...with genomic or quan- titative genetics ...
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Back to Basics for Bayesian Model Building in Genomic Selection
... Our example analyses demonstrate that the Bayesian multilocus association model is a powerful tool to estimate the effects of genetic markers associated with QTL, leading to accurate breeding value estimates for ...
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Genomic selection of agronomic traits in hybrid rice using an NCII population
... days, selection of parental lines largely depends on the experience of breeders, leading to a great deal of uncer- tainty as well as wasting enormous labor and time in ex- perimental ...evaluation. Genomic ...
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Comparison of analyses of the QTLMAS XIV common dataset I: genomic selection
... Five criteria were used to compare the applied genomic selection methods: (1) Accuracy being the Pearson cor- relation between true breeding values (TBV) and DGV. (2) Bias of estimates calculated as the ...
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A comparison of random forests, boosting and support vector machines for genomic selection
... Genomic selection is a method for estimating GEBVs using dense molecular markers spanning the entire gen- ome [1]. Given the wide range of approaches for pre- dicting GEBVs, it is important to evaluate ...
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Application of imputation methods to genomic selection in Chinese Holstein cattle
... Missing genotypes are a common feature of high density SNP datasets obtained using SNP chip technology and this is likely to decrease the accuracy of genomic selection. This problem can be circumvented by ...
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Comparison of analyses of the QTLMAS XII common dataset I: Genomic selection
... The comparison of the different methods applied to the dataset by the workshop participants clearly shows a dis- tinct clustering of the three approaches, where the Baye- sian analyses gave the highest accuracies, ...
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Bayesian genomic selection: the effect of haplotype length and priors
... a genomic selection approach where data is analyzed using Bayesian multi-marker association ...correct genomic estimated breeding values for animals with marker information ...the genomic part ...
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Moving Beyond Managing Realized Genomic Relationship in Long-Term Genomic Selection
... recurrent selection plant breeding ...realized genomic relationship among selected individuals, unexpectedly did not control the in- breeding rate at the target ...to selection pressure at loci ...
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Prospects for Genomic Selection in Cassava Breeding
... tropics. Genomic selection (GS) has been implemented at three breeding institutions in Africa to reduce cycle ...GS. Selection of a prediction model made some difference across generations, but ...
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Application of Genomic Selection in Livestock Improvement
... traditional selection for increasing livestock productivity has some major ...limitations, genomic selection (GS) played a crucial role in livestock ...marker-assisted selection on a ...
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Genomic Selection in Multi-environment Crop Trials
... ABSTRACT Genomic selection in crop breeding introduces modeling challenges not found in animal ...single-stage genomic selection approach that resolves these ...extend genomic ...
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