Genetic mechanisms underlying feed utilization and implementation of genomic selection for improved feed efficiency in dairy cattle
- 1 December 2020
- journal article
- review article
- Published by Canadian Science Publishing in Canadian Journal of Animal Science
- Vol. 100 (4) , 587-604
Abstract
The economic importance of genetically improving feed efficiency has been recognized by cattle producers worldwide. It has the potential to considerably reduce costs, minimize environmental impact, optimize land and resource use efficiency, and improve the overall cattle industry’s profitability. Feed efficiency is a genetically complex trait that can be described as units of product output (e.g., milk yield) per unit of feed input. The main objective of this review paper is to present an overview of the main genetic and physiological mechanisms underlying feed utilization in ruminants and the process towards implementation of genomic selection for feed efficiency in dairy cattle. In summary, feed efficiency can be improved via numerous metabolic pathways and biological mechanisms through genetic selection. Various studies have indicated that feed efficiency is heritable, and genomic selection can be successfully implemented in dairy cattle with a large enough training population. In this context, some organizations have worked collaboratively to do research and develop training populations for successful implementation of joint international genomic evaluations. The integration of “-omics” technologies, further investments in high-throughput phenotyping, and identification of novel indicator traits will also be paramount in maximizing the rates of genetic progress for feed efficiency in dairy cattle worldwide.Keywords
This publication has 133 references indexed in Scilit:
- Reducing GHG emissions through genetic improvement for feed efficiency: effects on economically important traits and enteric methane productionAnimal, 2013
- Genome‐wide association analysis for feed efficiency in Angus cattleAnimal Genetics, 2011
- SNP discovery in the bovine milk transcriptome using RNA-Seq technologyMammalian Genome, 2010
- Individuality in gut microbiota composition is a complex polygenic trait shaped by multiple environmental and host genetic factorsProceedings of the National Academy of Sciences, 2010
- The impact of genetic relationship information on genomic breeding values in German Holstein cattleGenetics Selection Evolution, 2010
- Accuracy of genomic breeding values in multi-breed dairy cattle populationsGenetics Selection Evolution, 2009
- A whole-genome assembly of the domestic cow, Bos taurusGenome Biology, 2009
- Invited Review: Reliability of genomic predictions for North American Holstein bullsJournal of Dairy Science, 2009
- WGCNA: an R package for weighted correlation network analysisBMC Bioinformatics, 2008
- Accuracy of Predicting the Genetic Risk of Disease Using a Genome-Wide ApproachPLOS ONE, 2008