Optimizing genomic-enabled prediction in small-scale maize hybrid breeding programs: a roadmap review
R Fritsche-Neto, G Galli, KLR Borges… - Frontiers in Plant …, 2021 - frontiersin.org
The usefulness of genomic prediction (GP) for many animal and plant breeding programs
has been highlighted for many studies in the last 20 years. In maize breeding programs …
has been highlighted for many studies in the last 20 years. In maize breeding programs …
[HTML][HTML] Comparison of sequencing-based and array-based genotyping platforms for genomic prediction of maize hybrid performance
Genomic selection (GS) is a powerful tool for improving genetic gain in maize breeding.
However, its routine application in large-scale breeding pipelines is limited by the high cost …
However, its routine application in large-scale breeding pipelines is limited by the high cost …
Beyond Genomic Prediction: Combining Different Types of omics Data Can Improve Prediction of Hybrid Performance in Maize
TA Schrag, M Westhues, W Schipprack, F Seifert… - Genetics, 2018 - academic.oup.com
The ability to predict the agronomic performance of single-crosses with high precision is
essential for selecting superior candidates for hybrid breeding. With recent technological …
essential for selecting superior candidates for hybrid breeding. With recent technological …
Genomewide prediction of tropical maize single-crosses
MP Mendes, CL de Souza Jr - Euphytica, 2016 - Springer
Genomic selection studies usually use few environmental models to predict progenies from
biparental crosses. However, in a maize breeding program, numerous crosses need to be …
biparental crosses. However, in a maize breeding program, numerous crosses need to be …
Genome-based prediction of maize hybrid performance across genetic groups, testers, locations, and years
Key message The calibration data for genomic prediction should represent the full genetic
spectrum of a breeding program. Data heterogeneity is minimized by connecting data …
spectrum of a breeding program. Data heterogeneity is minimized by connecting data …
Novel strategies for genomic prediction of untested single-cross maize hybrids using unbalanced historical data
Key message Weighted outperformed unweighted genomic prediction using an unbalanced
dataset representative of a commercial breeding program. Moreover, the use of the two …
dataset representative of a commercial breeding program. Moreover, the use of the two …
Genomic prediction applied to multiple traits and environments in second season maize hybrids
AA de Oliveira, MFR Resende Jr, LFV Ferrão… - Heredity, 2020 - nature.com
Genomic selection has become a reality in plant breeding programs with the reduction in
genotyping costs. Especially in maize breeding programs, it emerges as a promising tool for …
genotyping costs. Especially in maize breeding programs, it emerges as a promising tool for …
Improvement of predictive ability in maize hybrids by including dominance effects and marker× environment models
LFV Ferrão, CD Marinho, PR Munoz… - Crop …, 2020 - Wiley Online Library
Hybrid breeding programs are driven by the potential to explore the heterosis phenomenon
in traits with nonadditive inheritance. Traditionally, progress has been achieved by crossing …
in traits with nonadditive inheritance. Traditionally, progress has been achieved by crossing …
Predictive breeding for maize: Making use of molecular phenotypes, machine learning, and physiological crop models
Maize (Zea mays L.) has been a focus of scientific research and breeding for over a century.
It is also one of the most economically important crops in the world, with a value of …
It is also one of the most economically important crops in the world, with a value of …
Effect of trait heritability, training population size and marker density on genomic prediction accuracy estimation in 22 bi-parental tropical maize populations
Genomic selection is being used increasingly in plant breeding to accelerate genetic gain
per unit time. One of the most important applications of genomic selection in maize breeding …
per unit time. One of the most important applications of genomic selection in maize breeding …