Genomic prediction of barley hybrid performance
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 …
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 …
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
Modeling covariance structure based on genetic similarity between pairs of relatives plays
an important role in evolutionary, quantitative and statistical genetics. Historically, genetic …
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 …
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 …
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 …
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 …
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
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 …
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 …
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
The observable phenotype is the manifestation of information that is passed along different
organization levels (transcriptional, translational, and metabolic) of a biological system. The …
organization levels (transcriptional, translational, and metabolic) of a biological system. The …