Utilizing genomic selection for wheat population development and improvement

LF Merrick, AW Herr, KS Sandhu, DN Lozada… - Agronomy, 2022 - mdpi.com
Wheat (Triticum aestivum L.) breeding programs can take over a decade to release a new
variety. However, new methods of selection, such as genomic selection (GS), must be …

Advanced analytics, phenomics and biotechnology approaches to enhance genetic gains in plant breeding

SL Dwivedi, I Goldman, S Ceccarelli, R Ortiz - Advances in agronomy, 2020 - Elsevier
Agriculture production is a major driver of destabilization of the earth's planetary boundaries
within which humanity can safely operate. Producing enough food that is safe and nutritious …

Genomic selection for end-use quality and processing traits in soft white winter wheat breeding program with machine and deep learning models

KS Sandhu, M Aoun, CF Morris, AH Carter - Biology, 2021 - mdpi.com
Simple Summary Wheat (Triticum aestivum L.) breeding programs mainly focus on
improving grain yield, biotic and abiotic stress tolerance, and end-use quality traits. End-use …

[HTML][HTML] Harness the power of genomic selection and the potential of germplasm in crop breeding for global food security in the era with rapid climate change

T He, C Li - The Crop Journal, 2020 - Elsevier
Crop genetic improvements catalysed population growth, which in turn has increased the
pressure for food security. We need to produce 70% more food to meet the demands of 9.5 …

Multi-trait improvement by predicting genetic correlations in breeding crosses

JL Neyhart, AJ Lorenz, KP Smith - G3: Genes, Genomes …, 2019 - academic.oup.com
The many quantitative traits of interest to plant breeders are often genetically correlated,
which can complicate progress from selection. Improving multiple traits may be enhanced by …

Genomic selection of soybean (Glycine max) for genetic improvement of yield and seed composition in a breeding context

MJ Miller, Q Song, Z Li - The Plant Genome, 2023 - Wiley Online Library
Genomic selection has been utilized for genetic improvement in both plant and animal
breeding and is a favorable technique for quantitative trait development. Within this study …

Genomic selection for target traits in the Australian lentil breeding program

A Gebremedhin, Y Li, ASK Shunmugam… - Frontiers in Plant …, 2024 - frontiersin.org
Genomic selection (GS) uses associations between markers and phenotypes to predict the
breeding values of individuals. It can be applied early in the breeding cycle to reduce the …

Genomic prediction for grain yield and yield-related traits in chinese winter wheat

M Ali, Y Zhang, A Rasheed, J Wang… - International Journal of …, 2020 - mdpi.com
Genomic selection (GS) is a strategy to predict the genetic merits of individuals using
genome-wide markers. However, GS prediction accuracy is affected by many factors …

Construction of Consensus Genetic Map With Applications in Gene Mapping of Wheat (Triticum aestivum L.) Using 90K SNP Array

P Qu, J Wang, W Wen, F Gao, J Liu, X Xia… - Frontiers in Plant …, 2021 - frontiersin.org
Wheat is one of the most important cereal crops worldwide. A consensus map combines
genetic information from multiple populations, providing an effective alternative to improve …

Incorporation of parental phenotypic data into multi‐omic models improves prediction of yield‐related traits in hybrid rice

Y Xu, Y Zhao, X Wang, Y Ma, P Li… - Plant biotechnology …, 2021 - Wiley Online Library
Hybrid breeding has been shown to effectively increase rice productivity. However,
identifying desirable hybrids out of numerous potential combinations is a daunting …