Genomic prediction of barley hybrid performance

N Philipp, G Liu, Y Zhao, S He, M Spiller… - The Plant …, 2016 - Wiley Online Library
Hybrid breeding in barley (Hordeum vulgare L.) offers great opportunities to accelerate the
rate of genetic improvement and to boost yield stability. A crucial requirement consists of the …

Optimization of association genetics and genomic selection strategies for populations of different diversity levels: Application in maize (Zea mays L.)

R Rincent - 2014 - pastel.hal.science
Major progresses have been achieved in genotyping technologies, which makes it easier to
decipher the relationship between genotype and phenotype. This contributed to the …

[HTML][HTML] Inferring trait-specific similarity among individuals from molecular markers and phenotypes with Bayesian regression

D Gianola, RL Fernando, CC Schön - Theoretical Population Biology, 2020 - Elsevier
Modeling covariance structure based on genetic similarity between pairs of relatives plays
an important role in evolutionary, quantitative and statistical genetics. Historically, genetic …

Genomewide selection for unfavorably correlated traits in maize

JA Sleper, R Bernardo - Crop science, 2018 - Wiley Online Library
Genomewide markers may help untangle unfavorable trait correlations that hinder cultivar
development. Our objectives were to determine (i) if genomewide markers can be used to …

[PDF][PDF] Complex Trait Prediction

N Ahmadi, J Bartholomé - researchgate.net
Over the last three decades, steady progresses within the fields of molecular genetics and
quantitative genetics have led to two major breakthroughs in genetics, genetic mapping and …

Partial least squares regression, support vector machine regression, and transcriptome-based distances for prediction of maize hybrid performance with gene …

J Fu, KC Falke, A Thiemann, TA Schrag… - Theoretical and applied …, 2012 - Springer
The performance of hybrids can be predicted with gene expression data from their parental
inbred lines. Implementing such prediction approaches in breeding programs promises to …

Genomic prediction within and across biparental families: means and variances of prediction accuracy and usefulness of deterministic equations

P Schopp, D Müller, YCJ Wientjes… - G3: Genes, Genomes …, 2017 - academic.oup.com
A major application of genomic prediction (GP) in plant breeding is the identification of
superior inbred lines within families derived from biparental crosses. When models for …

Accuracy of across-environment genome-wide prediction in maize nested association mapping populations

Z Guo, DM Tucker, D Wang, CJ Basten… - G3: Genes …, 2013 - academic.oup.com
Most of previous empirical studies with genome-wide prediction were focused on within-
environment prediction based on a single-environment (SE) model. In this study, we …

Genomic prediction of hybrid performance in maize with models incorporating dominance and population specific marker effects

F Technow, C Riedelsheimer, TA Schrag… - Theoretical and Applied …, 2012 - Springer
Identifying high performing hybrids is an essential part of every maize breeding program.
Genomic prediction of maize hybrid performance allows to identify promising hybrids, when …

[HTML][HTML] Improving genomic prediction for seed quality traits in oat (Avena sativa L.) using trait-specific relationship matrices

MT Campbell, H Hu, TH Yeats, LJ Brzozowski… - Frontiers in …, 2021 - frontiersin.org
The observable phenotype is the manifestation of information that is passed along different
organization levels (transcriptional, translational, and metabolic) of a biological system. The …