Milk fatty acids and rumen composition as proxy measures of enteric methane

IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Journal of Dairy Science Pub Date : 2025-03-24 DOI:10.3168/jds.2024-25876
Timothy P. Bilton , Sharon M. Hickey , Arjan Jonker , Kathryn McRae , Melanie K. Hess , Benjamin J. Perry , Brooke Bryson , Hannah Henry , Wendy Bain , Fern Booker , Barry Veenvliet , Jacqueline Peers-Adams , Gerrard Pile , Erin Waller , Peter H. Janssen , Kathryn M. Tiplady , Peter Reid , Stefan Muetzel , Michael Agnew , Ken G. Dodds , Suzanne J. Rowe
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Abstract

Genomic selection is a powerful tool to reduce methane emissions in ruminants. However, it requires large-scale on-farm phenotypic measures of methane. Current technologies to measure methane emissions have several limitations and may not be suitable for lactating animals. Because enteric methane is closely linked to the fermentation process in the rumen, which in turn affects milk composition, breeding for low-methane ruminants may change the rumen microbial and milk composition. Consequently, these compositions may provide proxy measures of methane for use in selective breeding of low-methane ruminants. We investigated the effect on rumen and milk composition in sheep bred for divergent methane yield and the potential for generating proxy measures of methane emissions from rumen or milk samples in lactating ewes. Four hundred genotyped lactating ewes from a sheep research flock bred specifically for high and low-methane emissions had methane measured and rumen and milk samples collected approximately 6 wk post-lambing across 4 lactation years. Rumen samples were processed to generate VFA and metagenomic profiles of the rumen microbial community, and fatty acid profiles and mid-infrared spectra were generated for the milk samples. Although no differences in total fat, protein, and lactose percentages in the milk were found, the milk fatty acid profiles differed between methane selection lines, with higher PUFA and branched-chain fatty acids levels, and lower total SFA contents in ewes from the low-methane line. Lower proportions of acetate relative to propionate were found in the rumen samples from the low-methane ewes. Predictions of methane were obtained from the rumen VFA and metagenomic profiles and the fatty acid profiles and mid-infrared spectra from milk. These predictions formed the proxy methane measures and were heritable (between 0.12 to 0.36) and correlated (between 0.29 and 0.42) with the measured methane values. The genetic correlation between proxies and measured methane was between 0.52 and 0.71. The estimated efficiency of indirect selection for methane was higher for the milk sample proxies (49%–75%) than the rumen metagenomic profiles (45%–47%) and rumen VFA profiles (12%–38%). These results suggest that milk fatty acid, MIR spectroscopic, and rumen microbial composition phenotypes have the potential to be used as proxy measures of methane in lactating ruminants, with the milk-based proxies showing greater promise. Results show that the number of animals with methane proxy measures could be increased substantially and will enable access to breeding technology in countries with limited methane measurement infrastructure.
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乳脂肪酸和瘤胃组成作为肠道甲烷的替代指标。
基因组选择是减少反刍动物甲烷排放的有力工具。然而,它需要大规模的农场甲烷表型测量。目前测量甲烷排放的技术有一些局限性,可能不适合哺乳动物。由于肠道甲烷与瘤胃发酵过程密切相关,进而影响牛奶成分,因此饲养低甲烷反刍动物可能会改变瘤胃微生物和牛奶成分。因此,这些成分可以为低甲烷反刍动物的选择性育种提供甲烷的替代指标。我们研究了不同甲烷产量对绵羊瘤胃和乳成分的影响,以及在泌乳母羊瘤胃或乳样品中产生甲烷排放替代测量的可能性。在一个专门为高甲烷排放和低甲烷排放而培育的绵羊研究群中,400只基因分型的泌乳母羊在产羔后约6周收集了4个哺乳年的瘤胃和乳汁样本,并测量了甲烷。对瘤胃样品进行处理,生成瘤胃微生物群落的VFA和宏基因组图谱,并生成乳汁样品的脂肪酸图谱和中红外光谱。虽然牛奶中总脂肪、蛋白质和乳糖的百分比没有差异,但在不同的甲烷选择系之间,牛奶脂肪酸谱存在差异,低甲烷系母羊的PUFA和支链脂肪酸水平较高,而总SFA含量较低。低甲烷母羊瘤胃样品中乙酸含量高于丙酸含量。根据瘤胃VFA和宏基因组图谱以及牛奶的脂肪酸谱和中红外光谱预测甲烷含量。这些预测结果形成了甲烷的替代测量值,并且与测量的甲烷值具有遗传(在0.12至0.36之间)和相关(在0.29至0.42之间)。代用物与实测甲烷的遗传相关在0.52 ~ 0.71之间。乳样品替代指标对甲烷的间接选择效率(49%-75%)高于瘤胃宏基因组谱(45%-47%)和瘤胃VFA谱(12%-38%)。这些结果表明,牛奶脂肪酸、MIR光谱和瘤胃微生物组成表型有可能被用作哺乳反刍动物甲烷的替代指标,其中以牛奶为基础的替代指标显示出更大的前景。结果表明,采用甲烷替代措施的动物数量可以大幅增加,并将使甲烷测量基础设施有限的国家能够获得育种技术。
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来源期刊
Journal of Dairy Science
Journal of Dairy Science 农林科学-奶制品与动物科学
CiteScore
7.90
自引率
17.10%
发文量
784
审稿时长
4.2 months
期刊介绍: The official journal of the American Dairy Science Association®, Journal of Dairy Science® (JDS) is the leading peer-reviewed general dairy research journal in the world. JDS readers represent education, industry, and government agencies in more than 70 countries with interests in biochemistry, breeding, economics, engineering, environment, food science, genetics, microbiology, nutrition, pathology, physiology, processing, public health, quality assurance, and sanitation.
期刊最新文献
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