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Application of Genetics and Genomics in Livestock Production
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The delivery of genome sequences for most livestock species over the past 10–15 years has generated the potential to revolutionise livestock production globally, by providing farmers with the ability to match individual animals to rapidly changing climates, production systems and markets. Initially, technologies such as marker-assisted selection, functional genomics, gene expression, transcriptomics, proteomics and metabolomics were hailed as technologies with the greatest promise of delivering on that potential. To date, however, their potential for the delivery of practical solutions for livestock farmers is still to be realised, though they do provide supportive evidence of value to other approaches. Gene editing using tools such as CRISPR-Cas9 also show strong promise, but face regulatory hurdles before practical applications can be delivered for use by farmers. The technology that has had the greatest impact to date is genomic selection. This year marks 20 years since genomic selection was developed by Meuwissen, Hayes and Goddard (Genetics, 2001, 157: 1819-1829) and genomic selection has been successfully applied in livestock, plants and even human health applications. However, genomic selection also faces ongoing limitations around lack of essential phenotypes, particularly for expensive or difficult-to-measure traits and possibly the need for faster/greater computational capacity. It is therefore timely to examine the impact of genomic technologies generally, and to identify successes and limitations that need to be overcome in order to achieve practical applications for livestock producers in future.
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Keywords
- adaptive introgression
- beef and dairy cattle
- Beef cattle
- Biology, Life Sciences
- breed conservation
- breeding strategies
- bursa of Fabricius
- capacity-building
- cashmere goats
- Cattle
- causal variants
- CCBE1
- chicken
- circRNAs
- crossbreeding
- degradation
- Development
- DNA pooling
- DPCs
- Fertility
- genetic evaluation
- genetic groups
- genomic evaluation
- genomic prediction
- genomic relationship
- genomic selection
- genotype by environment
- goose
- haplotype
- heritability
- high density genotyping
- Holstein
- HOXC8
- immune
- implementation
- Imputation
- index selection
- Inflammation
- linkage disequilibrium
- Mathematics & science
- metafounder
- n/a
- nonalcoholic fatty liver disease
- OTUD7A
- parentage
- phenotypes
- positive selection
- productive traits
- quantitative trait loci
- reference population
- reference populations
- Reference, information & interdisciplinary subjects
- Reproduction
- Research & information: general
- resistance to environmental stressors
- Response
- RSPO1
- runs of homozygosity
- selection index
- Sequencing
- sheep and goats
- single-step
- smallholder farmers
- ssGBLUP
- ssGTBLUP
- Strategy
- Technology, engineering, agriculture
- transcriptomic analysis
- tropical environments
- value of genomic information
- variance components
- within-breed selection
Links
DOI: 10.3390/books978-3-0365-7145-4Editions