Harnessing genomic information for livestock improvement

M Georges, C Charlier, B Hayes - Nature Reviews Genetics, 2019 - nature.com
The world demand for animal-based food products is anticipated to increase by 70% by
2050. Meeting this demand in a way that has a minimal impact on the environment will …

[HTML][HTML] Invited review: A perspective on the future of genomic selection in dairy cattle

JI Weller, E Ezra, M Ron - Journal of dairy science, 2017 - Elsevier
Genomic evaluation has been successfully implemented in the United States, Canada,
Great Britain, Ireland, New Zealand, Australia, France, the Netherlands, Germany, and the …

A multi-tissue atlas of regulatory variants in cattle

S Liu, Y Gao, O Canela-Xandri, S Wang, Y Yu, W Cai… - Nature …, 2022 - nature.com
Abstract Characterization of genetic regulatory variants acting on livestock gene expression
is essential for interpreting the molecular mechanisms underlying traits of economic value …

A large-scale genome-wide association study in US Holstein cattle

J Jiang, L Ma, D Prakapenka, PM VanRaden… - Frontiers in …, 2019 - frontiersin.org
Genome-wide association study (GWAS) is a powerful approach to identify genomic regions
and genetic variants associated with phenotypes. However, only limited mutual confirmation …

New loci and neuronal pathways for resilience to heat stress in cattle

EK Cheruiyot, M Haile-Mariam, BG Cocks… - Scientific reports, 2021 - nature.com
While understanding the genetic basis of heat tolerance is crucial in the context of global
warming's effect on humans, livestock, and wildlife, the specific genetic variants and …

Quantifying the contribution of sequence variants with regulatory and evolutionary significance to 34 bovine complex traits

R Xiang, I Berg, IM MacLeod… - Proceedings of the …, 2019 - National Acad Sciences
Many genome variants shaping mammalian phenotype are hypothesized to regulate gene
transcription and/or to be under selection. However, most of the evidence to support this …

Within-breed and multi-breed GWAS on imputed whole-genome sequence variants reveal candidate mutations affecting milk protein composition in dairy cattle

MP Sanchez, A Govignon-Gion, P Croiseau… - Genetics Selection …, 2017 - Springer
Background Genome-wide association studies (GWAS) were performed at the sequence
level to identify candidate mutations that affect the expression of six major milk proteins in …

Pangenome-genotyped structural variation improves molecular phenotype mapping in cattle

AS Leonard, XM Mapel, H Pausch - Genome Research, 2024 - genome.cshlp.org
Expression and splicing quantitative trait loci (e/sQTL) are large contributors to phenotypic
variability. Achieving sufficient statistical power for e/sQTL mapping requires large cohorts …

Non-additive association analysis using proxy phenotypes identifies novel cattle syndromes

EGM Reynolds, C Neeley, TJ Lopdell, M Keehan… - Nature Genetics, 2021 - nature.com
Mammalian species carry~ 100 loss-of-function variants per individual,, where~ 1–5 of these
impact essential genes and cause embryonic lethality or severe disease when homozygous …

Confirmed effects of candidate variants for milk production, udder health, and udder morphology in dairy cattle

T Tribout, P Croiseau, R Lefebvre, A Barbat… - Genetics Selection …, 2020 - Springer
Background Over the last years, genome-wide association studies (GWAS) based on
imputed whole-genome sequences (WGS) have been used to detect quantitative trait loci …