Genomic prediction unifies animal and plant breeding programs to form platforms for biological discovery

JM Hickey, T Chiurugwi, I Mackay, W Powell - Nature genetics, 2017 - nature.com
The rate of annual yield increases for major staple crops must more than double relative to
current levels in order to feed a predicted global population of 9 billion by 2050. Controlled …

Genomic selection in cereal breeding

CD Robertsen, RL Hjortshøj, LL Janss - Agronomy, 2019 - mdpi.com
Genomic Selection (GS) is a method in plant breeding to predict the genetic value of
untested lines based on genome-wide marker data. The method has been widely explored …

Genomic selection in hybrid breeding

Y Zhao, MF Mette, JC Reif - Plant Breeding, 2015 - Wiley Online Library
While hybrid breeding is widely applied in outbreeding species, for many self‐pollinating
crop plants, it has only recently been established. This may have had its reason in the …

Optimizing plant breeding programs for genomic selection

LF Merrick, AW Herr, KS Sandhu, DN Lozada… - Agronomy, 2022 - mdpi.com
Plant geneticists and breeders have used marker technology since the 1980s in quantitative
trait locus (QTL) identification. Marker-assisted selection is effective for large-effect QTL but …

[HTML][HTML] DNA analyses and their applications in plant breeding

J Ovesna, K Poláková… - Czech Journal of …, 2002 - cjgpb.agriculturejournals.cz
In recent years, molecular markers have been developed based on the more detailed
knowledge of genome structure. Considerable emphasis has been laid on the use of …

Artificial intelligence: a promising tool in exploring the phytomicrobiome in managing disease and promoting plant health

L Zhao, S Walkowiak, WGD Fernando - Plants, 2023 - mdpi.com
There is increasing interest in harnessing the microbiome to improve cropping systems. With
the availability of high—throughput and low—cost sequencing technologies, gathering …

Genomic prediction for agronomic traits in a diverse Flax (Linum usitatissimum L.) germplasm collection

A Hoque, JV Anderson, M Rahman - Scientific Reports, 2024 - nature.com
Breeding programs require exhaustive phenotyping of germplasms, which is time-
demanding and expensive. Genomic prediction helps breeders harness the diversity of any …

[HTML][HTML] Critical role of plant biotechnology for the genetic improvement of food crops: perspectives for the next millennium

R Ortiz - Electronic Journal of Biotechnology, 1998 - SciELO Chile
This article reviews some of the highlights of modern plant biotechnology and discusses the
potential applications of biotechnology in the betterment of farming systems in the next …

Barley genetic variation: implications for crop improvement

M Muñoz-Amatriaín, A Cuesta-Marcos… - Briefings in …, 2014 - academic.oup.com
Genetic variation is crucial for successful barley improvement. Genomic technologies are
improving dramatically and are providing access to the genetic diversity within this important …

Performance prediction of F1 hybrids between recombinant inbred lines derived from two elite maize inbred lines

T Guo, H Li, J Yan, J Tang, J Li, Z Zhang… - Theoretical and applied …, 2013 - Springer
Selection of recombinant inbred lines (RILs) from elite hybrids is a key method in maize
breeding especially in developing countries. The RILs are normally derived by repeated self …