[HTML][HTML] Genomic selection: A breakthrough technology in rice breeding
Y Xu, K Ma, Y Zhao, X Wang, K Zhou, G Yu, C Li, P Li… - The Crop Journal, 2021 - Elsevier
Rice (Oryza sativa) provides a staple food source for more than half the world population.
However, the current pace of rice breeding in yield growth is insufficient to meet the food …
However, the current pace of rice breeding in yield growth is insufficient to meet the food …
Genomic selection in plant breeding: Key factors shaping two decades of progress
A Alemu, J Åstrand, OA Montesinos-Lopez… - Molecular Plant, 2024 - cell.com
Genomic selection, the application of genomic prediction (GP) models to select candidate
individuals, has significantly advanced in the past two decades, effectively accelerating …
individuals, has significantly advanced in the past two decades, effectively accelerating …
Genetic trends in CIMMYT's tropical maize breeding pipelines
Fostering a culture of continuous improvement through regular monitoring of genetic trends
in breeding pipelines is essential to improve efficiency and increase accountability. This is …
in breeding pipelines is essential to improve efficiency and increase accountability. This is …
Application of genomic selection at the early stage of breeding pipeline in tropical maize
In maize, doubled haploid (DH) line production capacity of large-sized maize breeding
programs often exceeds the capacity to phenotypically evaluate the complete set of testcross …
programs often exceeds the capacity to phenotypically evaluate the complete set of testcross …
Predicting Genotype× Environment× Management (G× E× M) interactions for the design of crop improvement strategies: integrating breeder, agronomist, and farmer …
Summary Genotype‐by‐environment‐by‐management (G× E× M) interactions for crop
productivity represent both challenges and opportunities for long‐term crop improvement …
productivity represent both challenges and opportunities for long‐term crop improvement …
Training set optimization for sparse phenotyping in genomic selection: A conceptual overview
J Isidro y Sánchez, D Akdemir - Frontiers in Plant Science, 2021 - frontiersin.org
Genomic selection (GS) is becoming an essential tool in breeding programs due to its role in
increasing genetic gain per unit time. The design of the training set (TRS) in GS is one of the …
increasing genetic gain per unit time. The design of the training set (TRS) in GS is one of the …
A comparison of methods for training population optimization in genomic selection
J Fernández-González, D Akdemir… - Theoretical and Applied …, 2023 - Springer
Abstract Key message Maximizing CDmean and Avg_GRM_self were the best criteria for
training set optimization. A training set size of 50–55%(targeted) or 65–85%(untargeted) is …
training set optimization. A training set size of 50–55%(targeted) or 65–85%(untargeted) is …
Genomic selection and genome‐wide association studies in tetraploid chipping potatoes
J Pandey, DC Scheuring, JW Koym… - The Plant …, 2023 - Wiley Online Library
Potato is a major food crop in the United States and around the world. Most potatoes grown
in the United States are destined for processing. Genomic selection can speed up breeding …
in the United States are destined for processing. Genomic selection can speed up breeding …
Sparse testing using genomic prediction improves selection for breeding targets in elite spring wheat
Key message Sparse testing using genomic prediction can be efficiently used to increase
the number of testing environments while maintaining selection intensity in the early yield …
the number of testing environments while maintaining selection intensity in the early yield …
[HTML][HTML] Implementation of genomic selection in public-sector plant breeding programs: Current status and opportunities
The usefulness of genomic selection (GS) for improvement of complex traits has been
demonstrated in plant and animal breeding. While fully adopted in the livestock sector and …
demonstrated in plant and animal breeding. While fully adopted in the livestock sector and …