Abstract

Cattle are among the most important farm animals that underwent an intense selection with the aim to increase milk production and to improve growth and meat properties, meanwhile reducing the generation interval allowing for a faster herd turnover. Recently, a shift from traditional breeding methods to breeding based on genetic testing has been observed. In this perspective, we review the techniques of molecular biology, genetics, and bioinformatics that are expected to further boost the agricultural potential of cattle. We discuss embryo selection based on next-generation and Nanopore sequencing and in vitro embryo production, boosting the potential of genetically superior animals. Gene editing of embryos could further speed up the selection process, essentially introducing a change in a single generation. Lastly, we discuss the host-microbiome co-evolution and adaptation. For example, cattle already adapted to low-quality low-cost fodder could be bred to achieve desired properties for the beef and dairy industry. The challenge of breeding and genetic editing is to accompany the selection on desired consumer-oriented traits with the push for sustainability and the adaptation to a changing climate while remaining economically viable. We propose that we are yet to see the limits of what is possible to achieve with modern technology for the cattle of the future; the ultimate goal will be to produce and maintain genetically elite individuals that can sustain the growing demands on the production.

Highlights

  • Cattle are among the most important farm animals that underwent an intense selection with the aim to increase milk production and to improve growth and meat properties, reducing the generation interval allowing for a faster herd turnover

  • We review the techniques of molecular biology, genetics, and bioinformatics that are expected to further boost the agricultural potential of cattle

  • High-density Illumina Bovine DNA Chip found genomic loci associated with a breeding value of fertility (BVF) and breeding value of beef (BVB) (Anton et al 2018)

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Summary

Traditional breeding methods

Traditional breeding relied on the selection of superior individuals with desired traits for breeding and increasing the frequency of such traits from generation to generation, most prominently milk yield. Specific phenotypes were used as a proxy for genetics and used for a selection (in the beef industry these would be metrics such as intramuscular fat, eye muscle area, or dressed weight). This process worked well for genetic traits encoded by a single locus with large effects, while polygenic traits with small effects remained elusive. Once the natural variation is lost from the population, it cannot be reconstructed; unless old, deeply-frozen sperm samples are used The advent of genetic testing, and the availability of cheap genotyping solutions, has enabled the shift from the selection based on phenotypes to selection based on genotyping (Goddard and Hayes 2007), in which the information about non-genotyped individuals can be derived: using genotyped individuals and the pedigree information (Legarra et al 2009)

Genetic testing and genotyping cattle with genome arrays
In vitro embryo production
Gene editing
Genotyping cattle with sequencing
Microbiome analysis and predictions
Cattle of the future
Findings
Conclusions

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