Whole-genome regression and prediction methods applied to plant and animal breeding
G de Los Campos, JM Hickey, R Pong-Wong… - Genetics, 2013 - academic.oup.com
Genomic-enabled prediction is becoming increasingly important in animal and plant
breeding and is also receiving attention in human genetics. Deriving accurate predictions of …
breeding and is also receiving attention in human genetics. Deriving accurate predictions of …
[HTML][HTML] Genomic selection in aquaculture: application, limitations and opportunities with special reference to marine shrimp and pearl oysters
Within aquaculture industries, selection based on genomic information (genomic selection)
has the profound potential to change genetic improvement programs and production …
has the profound potential to change genetic improvement programs and production …
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 …
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 …
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 …
[HTML][HTML] Prediction of complex human traits using the genomic best linear unbiased predictor
G de Los Campos, AI Vazquez, R Fernando… - PLoS …, 2013 - journals.plos.org
Despite important advances from Genome Wide Association Studies (GWAS), for most
complex human traits and diseases, a sizable proportion of genetic variance remains …
complex human traits and diseases, a sizable proportion of genetic variance remains …
[HTML][HTML] A SUPER powerful method for genome wide association study
Q Wang, F Tian, Y Pan, ES Buckler, Z Zhang - PloS one, 2014 - journals.plos.org
Genome-Wide Association Studies shed light on the identification of genes underlying
human diseases and agriculturally important traits. This potential has been shadowed by …
human diseases and agriculturally important traits. This potential has been shadowed by …
[HTML][HTML] Invited review: Inbreeding in the genomics era: Inbreeding, inbreeding depression, and management of genomic variability
Traditionally, pedigree-based relationship coefficients have been used to manage the
inbreeding and degree of inbreeding depression that exists within a population. The …
inbreeding and degree of inbreeding depression that exists within a population. The …
Accuracy of Genomic Selection Methods in a Standard Data Set of Loblolly Pine (Pinus taeda L.)
Genomic selection can increase genetic gain per generation through early selection.
Genomic selection is expected to be particularly valuable for traits that are costly to …
Genomic selection is expected to be particularly valuable for traits that are costly to …
[HTML][HTML] Improving the accuracy of whole genome prediction for complex traits using the results of genome wide association studies
Z Zhang, U Ober, M Erbe, H Zhang, N Gao, J He, J Li… - PloS one, 2014 - journals.plos.org
Utilizing the whole genomic variation of complex traits to predict the yet-to-be observed
phenotypes or unobserved genetic values via whole genome prediction (WGP) and to infer …
phenotypes or unobserved genetic values via whole genome prediction (WGP) and to infer …