Effects of genomic selection on genetic improvement, inbreeding, and merit of young versus proven bulls.
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Summary
This stochastic simulation study shows that genomic selection in combination with a severe reduction in the generation interval can double the rate of genetic gain at the same rate of inbreeding per generation, but with a higher rate ofInbreeding per year.
- Type
- article
- Published
- 2011-03-01
- Cited by
- 102
- References
- 22
- Access
- Open access
- OpenAlex
- https://openalex.org/W2120387644
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:46539965
Keywords
Genetic gain, Inbreeding, Selection (genetic algorithm), Biology, Animal science
References
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- Invited review: Genomic selection in dairy cattle: progress and challenges.
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- Genetic polymorphism in varietal identification and genetic improvement
- Computing inbreeding coefficients in large populations
- Optimal mass selection policies for schemes with overlapping generations and restricted inbreeding
- Strategy for applying genome-wide selection in dairy cattle.
- Invited review: reliability of genomic predictions for North American Holstein bulls.
- Directional selection and variation in finite populations.
- Genetic progress in multistage dairy cattle breeding schemes using genetic markers.
- Potential improvements in rate of genetic gain from marker-assisted selection in dairy cattle breeding schemes.
- Inbreeding in genome-wide selection.
- Marker-assisted selection can reduce true as well as pedigree-estimated inbreeding.
Cited by
- Intérêt de la sélection génomique dans les programmes de sélection porcins : cas d'une lignée mâle de grande taille
- In the search of genetic polymorphism of lactoferrin with PCR-RFLP in imported Holsteins in a large Tunisian herd
- Moving Away from Progeny Test Schemes: Consequences on Conventional (Inter)National Evaluations
- Genomic selection strategies in dairy cattle: Strong positive interaction between use of genotypic information and intensive use of young bulls on genetic gain.
- Imputation Accuracy from Low to Moderate Density Single Nucleotide Polymorphism Chips in a Thai Multibreed Dairy Cattle Population
- Comparison of genetic evaluations for milk yield and fat yield using a polygenic model and three genomic–polygenic models with different sets of SNP genotypes in Thai multibreed dairy cattle
- Genomic prediction using linkage disequilibrium and co-segregation
- Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population
- Genomic selection strategies in a small dairy cattle population evaluated for genetic gain and profit.
- Genomic selection: Status in different species and challenges for breeding.
- Genetic Gain from Phenotypic and Genomic Selection for Quantitative Resistance to Stem Rust of Wheat
- Application of marker assisted selection for livestock improvement in Bangladesh.
- Whole genome association study identifies regions of the bovine genome and biological pathways involved in carcass trait performance in Holstein-Friesian cattle
- Evaluation of inbreeding depression in Holstein cattle using whole-genome SNP markers and alternative measures of genomic inbreeding.
- Integrating genomic selection into dairy cattle breeding programmes: a review.
- Genomic inbreeding and relationships among Holsteins, Jerseys, and Brown Swiss.
- Accelerating improvement of livestock with genomic selection.
- A first step toward genomic selection in the multi-breed French dairy goat population.
- Methods to address poultry robustness and welfare issues through breeding and associated ethical considerations
- Use of molecular technologies for the advancement of animal breeding: genomic selection in dairy cattle populations in Australia, Ireland and New Zealand
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