Invited review: overview of new traits and phenotyping strategies in dairy cattle with a focus on functional traits

C Egger-Danner, JB Cole, JE Pryce, N Gengler… - Animal, 2015 - cambridge.org
For several decades, breeding goals in dairy cattle focussed on increased milk production.
However, many functional traits have negative genetic correlations with milk yield, and …

Advances and challenges in genomic selection for disease resistance

J Poland, J Rutkoski - Annual review of phytopathology, 2016 - annualreviews.org
Breeding for disease resistance is a central focus of plant breeding programs, as any
successful variety must have the complete package of high yield, disease resistance …

Canopy temperature and vegetation indices from high-throughput phenotyping improve accuracy of pedigree and genomic selection for grain yield in wheat

J Rutkoski, J Poland, S Mondal… - G3: Genes …, 2016 - academic.oup.com
Genomic selection can be applied prior to phenotyping, enabling shorter breeding cycles
and greater rates of genetic gain relative to phenotypic selection. Traits measured using …

Multitrait, random regression, or simple repeatability model in high‐throughput phenotyping data improve genomic prediction for wheat grain yield

J Sun, JE Rutkoski, JA Poland, J Crossa… - The plant …, 2017 - Wiley Online Library
High‐throughput phenotyping (HTP) platforms can be used to measure traits that are
genetically correlated with wheat (Triticum aestivum L.) grain yield across time. Incorporating …

[HTML][HTML] Hot topic: Definition and implementation of a breeding value for feed efficiency in dairy cows

JE Pryce, O Gonzalez-Recio, G Nieuwhof… - Journal of Dairy …, 2015 - Elsevier
A new breeding value that combines the amount of feed saved through improved metabolic
efficiency with predicted maintenance requirements is described. The breeding value …

High-throughput phenotyping to enhance the use of crop genetic resources

GJ Rebetzke, J Jimenez-Berni, RA Fischer, DM Deery… - Plant Science, 2019 - Elsevier
Improved genetic, genomic and statistical technologies have increased the capacity to
enrich breeding populations for key alleles underpinning adaptation and continued genetic …

[HTML][HTML] Invited review: Phenotypes to genetically reduce greenhouse gas emissions in dairying

Y de Haas, M Pszczola, H Soyeurt, E Wall… - Journal of Dairy …, 2017 - Elsevier
Phenotypes have been reviewed to select for lower-emitting animals in order to decrease
the environmental footprint of dairy cattle products. This includes direct selection for breath …

A genomic Bayesian multi-trait and multi-environment model

OA Montesinos-López… - G3: Genes …, 2016 - academic.oup.com
When information on multiple genotypes evaluated in multiple environments is recorded, a
multi-environment single trait model for assessing genotype× environment interaction (G× E) …

Indirect selection for potential yield in early-generation, spaced plantings of wheat and other small-grain cereals: a review

RA Fischer, GJ Rebetzke - Crop and Pasture Science, 2018 - CSIRO Publishing
Early-generation (eg F2–F4) selection for grain yield itself is frustrated in particular by the
small amounts of seed available. However, there has long been an interest in traits related …

Multivariate genomic selection and potential of rapid indirect selection with speed breeding in spring wheat

A Watson, LT Hickey, J Christopher, J Rutkoski… - Crop …, 2019 - Wiley Online Library
Genomic selection (GS) can be effective in breeding for quantitative traits, such as yield, by
reducing the selection cycle duration. Speed breeding (SB) uses extended photoperiod and …