[HTML][HTML] Genetic selection of high-yielding dairy cattle toward sustainable farming systems in a rapidly changing world
The massive improvement in food production, as a result of effective genetic selection
combined with advancements in farming practices, has been one of the greatest …
combined with advancements in farming practices, has been one of the greatest …
Genomic selection and its research progress in aquaculture breeding
H Song, T Dong, X Yan, W Wang, Z Tian… - Reviews in …, 2023 - Wiley Online Library
Since its introduction in 2001, genomic selection (GS) has progressed rapidly. As a research
and application hot topic, GS has led to a revolution in the field of animal and plant breeding …
and application hot topic, GS has led to a revolution in the field of animal and plant breeding …
GAPIT version 2: an enhanced integrated tool for genomic association and prediction
Most human diseases and agriculturally important traits are complex. Dissecting their
genetic architecture requires continued development of innovative and powerful statistical …
genetic architecture requires continued development of innovative and powerful statistical …
[HTML][HTML] Hot topic: a unified approach to utilize phenotypic, full pedigree, and genomic information for genetic evaluation of Holstein final score
The first national single-step, full-information (phenotype, pedigree, and marker genotype)
genetic evaluation was developed for final score of US Holsteins. Data included final scores …
genetic evaluation was developed for final score of US Holsteins. Data included final scores …
[HTML][HTML] Improving accuracy of genomic predictions within and between dairy cattle breeds with imputed high-density single nucleotide polymorphism panels
M Erbe, BJ Hayes, LK Matukumalli, S Goswami… - Journal of dairy …, 2012 - Elsevier
Achieving accurate genomic estimated breeding values for dairy cattle requires a very large
reference population of genotyped and phenotyped individuals. Assembling such reference …
reference population of genotyped and phenotyped individuals. Assembling such reference …
[图书][B] Genetic data analysis for plant and animal breeding
We wrote this book to fill the gap between textbooks of quantitative genetic theory and
software manuals that provide details on analytical methods but little context or perspective …
software manuals that provide details on analytical methods but little context or perspective …
Genome-wide association mapping including phenotypes from relatives without genotypes
A common problem for genome-wide association analysis (GWAS) is lack of power for
detection of quantitative trait loci (QTLs) and precision for fine mapping. Here, we present a …
detection of quantitative trait loci (QTLs) and precision for fine mapping. Here, we present a …
Genomic prediction when some animals are not genotyped
OF Christensen, MS Lund - Genetics Selection Evolution, 2010 - Springer
Background The use of genomic selection in breeding programs may increase the rate of
genetic improvement, reduce the generation time, and provide higher accuracy of estimated …
genetic improvement, reduce the generation time, and provide higher accuracy of estimated …
[HTML][HTML] A relationship matrix including full pedigree and genomic information
Dense molecular markers are being used in genetic evaluation for parts of the population.
This requires a two-step procedure where pseudo-data (for instance, daughter yield …
This requires a two-step procedure where pseudo-data (for instance, daughter yield …
Single Step, a general approach for genomic selection
Genomic evaluation methods assume that the reference population is genotyped and
phenotyped. This is most often false and the generation of pseudo-phenotypes is uncertain …
phenotyped. This is most often false and the generation of pseudo-phenotypes is uncertain …