With marker and phenotype information from observed populations, genomic selection (GS)
can be used to establish associations between markers and phenotypes. It aims to use …

Genomic selection is now being used at an accelerating pace in many plant species. This
review first discusses the factors affecting the accuracy of genomic selection, and then …

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 …

Accuracy of genomic selection depends on the accuracy of prediction of single nucleotide
polymorphism effects and the proportion of genetic variance explained by markers. Design …

Key message Impacts of population structure on the evaluation of genomic heritability and
prediction were investigated and quantified using high-density markers in diverse panels in …

Animal breeding faces one of the most significant changes of the past decades–the
implementation of genomic selection. Genomic selection uses dense marker maps to predict …

Forest tree breeding efforts have focused mainly on improving traits of economic importance,
selecting trees suited to new environments or generating trees that are more resilient to …

In modern plant breeding, genomic selection is becoming the gold standard for selection of
superior genotypes. The basis for genomic prediction models is a set of phenotyped lines …

This study investigated the accuracy of direct genomic breeding values (DGV) using a
genomic BLUP model, genomic enhanced breeding values (GEBV) using a one-step …

This study investigated the reliability of genomic estimated breeding values (GEBV) in the
Danish Holstein population. The data in the analysis included 3,330 bulls with both …