The future of livestock breeding: genomic selection for efficiency, reduced emissions intensity, and adaptation

BJ Hayes, HA Lewin, ME Goddard - Trends in genetics, 2013 - cell.com
As the global population and global wealth both continue to increase, so will the demand for
livestock products, especially those that are highly nutritious. However, competition with …
H Wang, I Misztal, I Aguilar, A Legarra… - Frontiers in …, 2014 - frontiersin.org
The purpose of this study was to compare results obtained from various methodologies for
genome-wide association studies, when applied to real data, in terms of number and …

Recent advances in sugarcane genomics, physiology, and phenomics for superior agronomic traits

MR Meena, C Appunu, R Arun Kumar… - Frontiers in …, 2022 - frontiersin.org
Advances in sugarcane breeding have contributed significantly to improvements in
agronomic traits and crop yield. However, the growing global demand for sugar and biofuel …

Genomic prediction of gene bank wheat landraces

J Crossa, D Jarquín, J Franco… - G3: Genes …, 2016 - academic.oup.com
This study examines genomic prediction within 8416 Mexican landrace accessions and
2403 Iranian landrace accessions stored in gene banks. The Mexican and Iranian …

Toward genomic prediction from whole-genome sequence data: impact of sequencing design on genotype imputation and accuracy of predictions

T Druet, IM Macleod, BJ Hayes - Heredity, 2014 - nature.com
Genomic prediction from whole-genome sequence data is attractive, as the accuracy of
genomic prediction is no longer bounded by extent of linkage disequilibrium between DNA …

The application of pangenomics and machine learning in genomic selection in plants

PE Bayer, J Petereit, MF Danilevicz… - The Plant …, 2021 - Wiley Online Library
Genomic selection approaches have increased the speed of plant breeding, leading to
growing crop yields over the last decade. However, climate change is impacting current and …

[HTML][HTML] Future directions in breeding for disease resistance in aquaculture species

RD Houston - Revista Brasileira de Zootecnia, 2017 - SciELO Brasil
Infectious disease is a major constraint for all species produced via aquaculture. The
majority of farmed fish and shellfish production is based on stocks with limited or no …