Genome-wide prediction for maize single-cross hybrids using the GBLUP model and validation in different crop seasons

NF Cantelmo, RG Von Pinho, M Balestre - Molecular breeding, 2017 - Springer
The aim of this study was to perform genome-wide selection using a set of Dart-seq markers
associated to the additive-dominant genomic best linear unbiased prediction (GBLUP) …

[HTML][HTML] Enhancing Across-Population Genomic Prediction for Maize Hybrids

G Yu, F Li, X Wang, Y Zhang, K Zhou, W Yang, X Guan… - Plants, 2024 - mdpi.com
In crop breeding, genomic selection (GS) serves as a powerful tool for predicting unknown
phenotypes by using genome-wide markers, aimed at enhancing genetic gain for …

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 …

[HTML][HTML] Novel strategies for genomic prediction of untested single-cross maize hybrids using unbalanced historical data

KOG Dias, HP Piepho, LJM Guimarães… - Theoretical and Applied …, 2020 - Springer
Key message Weighted outperformed unweighted genomic prediction using an unbalanced
dataset representative of a commercial breeding program. Moreover, the use of the two …

Genome properties and prospects of genomic prediction of hybrid performance in a breeding program of maize

F Technow, TA Schrag, W Schipprack, E Bauer… - Genetics, 2014 - academic.oup.com
Maize (Zea mays L.) serves as model plant for heterosis research and is the crop where
hybrid breeding was pioneered. We analyzed genomic and phenotypic data of 1254 hybrids …

[HTML][HTML] Development of the maize 5.5 K loci panel for genomic prediction through genotyping by target sequencing

J Ma, Y Cao, Y Wang, Y Ding - Frontiers in Plant Science, 2022 - frontiersin.org
Genotyping platforms are important for genetic research and molecular breeding. In this
study, a low-density genotyping platform containing 5.5 K SNP markers was successfully …

[HTML][HTML] Genome-based prediction of maize hybrid performance across genetic groups, testers, locations, and years

T Albrecht, HJ Auinger, V Wimmer, JO Ogutu… - Theoretical and applied …, 2014 - Springer
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 …

Comparison of whole-genome prediction models for traits with contrasting genetic architecture in a diversity panel of maize inbred lines

C Riedelsheimer, F Technow, AE Melchinger - BMC genomics, 2012 - Springer
Background There is increasing empirical evidence that whole-genome prediction (WGP) is
a powerful tool for predicting line and hybrid performance in maize. However, there is a lack …

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 …

Boosting predictive ability of tropical maize hybrids via genotype‐by‐environment interaction under multivariate GBLUP models

M Dalsente Krause, KOG Dias… - Crop …, 2020 - Wiley Online Library
Genomic selection has been implemented in several plant and animal breeding programs
and it has proven to improve efficiency and maximize genetic gains. Phenotypic data of …