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315 Breeding for Efficiency: investigating dairy cattle efficiency traits and future implementation strategies.

机译:315育种以提高效率:调查奶牛的效率特征和未来的实施策略。

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摘要

Since the establishment of the Paris Agreement in 2016, external influence from consumers, government and society has placed increasing pressure on the global dairy industry to investigate new breeding strategies that focus on improving overall efficiency and sustainability. The Efficient Dairy Genome Project is a global initiative to improve feed efficiency and decrease methane emission using genomics. The project has enhanced genetic research by developing a centralized database to increase the reference population and enable the sharing of data for these expensive and difficult to measure efficiency traits through international collaboration. In Australia, breeding values for feed efficiency are available through the Feed Saved trait which uses a genomic prediction for residual feed intake. The economic benefit of including a feed efficiency trait in selection programs has been estimated using the proposed Canadian trait, Feed Performance. The economic gain due to Feed Performance was predicted after 10 years of selection at 0.25%, 0.5% and 1% annual genetic gain and had a value of $92.56, and $184.20 and $360.77 per cow, respectively. In addition, this resulted in an associated methane reduction of 1.75kg, 3.50kg, and 6.98kg per cow at the respective levels of genetic gain. Further environmental improvements have been considered by measuring the industry’s emission intensity and identifying index traits that strongly influence this value. It was determined that the Canadian dairy industry is currently reducing its environmental impact by 1% annually. The magnitude by which traits influence emission intensity may be utilized in a weighting scheme where traits are emphasized on an economic-environmental scale. However, inclusion of efficiency traits in routine national genetic evaluation is limited by the challenges associated with maintaining long-term phenotypic recording. Further investigation of easy to measure, inexpensive proxy traits will allow for large scale evaluation of efficiency traits and successful inclusion in breeding programs.
机译:自2016年《巴黎协定》制定以来,消费者,政府和社会的外部影响已对全球乳业施加越来越大的压力,要求其研究旨在提高整体效率和可持续性的新育种策略。高效乳制品基因组计划是一项全球倡议,旨在利用基因组学提高饲料效率并减少甲烷排放。该项目通过开发一个中央数据库来增加参考人口,并通过国际合作,为这些昂贵且难以衡量的效率特征共享数据,从而加强了遗传研究。在澳大利亚,可通过“节省饲料”性状获得饲料效率的育种值,该特性使用基因组预测来预测剩余饲料的摄入量。使用拟议的加拿大性状“饲料性能”估算了在选择计划中包括饲料效率性状的经济效益。在选择了10年后,预计由于饲料性能而带来的经济收益为每年2.55%,0.5%和1%的年度遗传增益,每头母牛的价值分别为92.56美元,184.20美元和360.77美元。此外,在相应的遗传增益水平下,每头母牛的甲烷减少量分别为1.75kg,3.50kg和6.98kg。通过测量行业的排放强度并确定强烈影响该值的指标特征,可以考虑进一步改善环境。据确定,加拿大乳业目前正在将其对环境的影响每年减少1%。特质影响排放强度的大小可以用在加权方案中,其中在经济环境规模上强调特质。然而,将效率性状纳入常规国家遗传评估受到与维持长期表型记录相关的挑战的限制。对易于测量,廉价的代用性状的进一步研究将允许对效率性状进行大规模评估,并成功地将其纳入育种计划。

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