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双胎妊娠的基因组预测

Genomic Prediction for Twin Pregnancies.

作者信息

McGovern Shaileen P, Weigel Daniel J, Fessenden Brenda C, Gonzalez-Peña Dianelys, Vukasinovic Natascha, McNeel Anthony K, Di Croce Fernando A

机构信息

Zoetis Genetics, 333 Portage Street, Kalamazoo, MI 49007, USA.

Zoetis Outcomes Research, 333 Portage Street, Kalamazoo, MI 49007, USA.

出版信息

Animals (Basel). 2021 Mar 16;11(3):843. doi: 10.3390/ani11030843.

DOI:10.3390/ani11030843
PMID:33809801
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8002547/
Abstract

Twinning is a multifactorial trait influenced by both genetic and environmental factors that can negatively impact animal welfare and economic sustainability on commercial dairy operations. To date, using genetic selection as a tool for reducing twinning rates on commercial dairies has been proposed, but not yet implemented. In response to this market need, Zoetis (Kalamazoo, MI, USA) has developed a genomic prediction for twin pregnancies, and included it in a comprehensive multitrait selection index. The objectives of this study were to (1) describe a genetic evaluation for twinning in Holstein cattle, (2) demonstrate the efficacy of the predictions, (3) propose strategies to reduce twin pregnancies using this information. Data were retrieved from commercial dairies and provided directly by producers upon obtaining their permission. The twin pregnancies trait (TWIN) was defined as a pregnancy resulting in birth or abortion of twin calves, classified as a binary (0,1) event, and analysed using a threshold animal model. Predictions for a subset of cows were compared to their on-farm twin records. The heritability for twin pregnancies was 0.088, and genomic predicted transmitting abilities ((g)PTAs) ranged from -7.45-20.79. Genetic correlations between TWIN and other traits were low, meaning that improvement for TWIN will not negatively impact improvement for other traits. TWIN was effectively demonstrated to identify cows most and least likely to experience a twin pregnancy in a given lactation, regardless of reproductive protocol used. Effective inclusion of the prediction in a multitrait selection index offers producers a comprehensive tool to inform selection and management decisions. When combined with sound management practices, this presents a compelling opportunity for dairy producers to proactively reduce the incidence of twin pregnancies on commercial dairy operations.

摘要

双胎妊娠是一种受遗传和环境因素影响的多因素性状,会对商业奶牛场的动物福利和经济可持续性产生负面影响。迄今为止,已有人提出使用基因选择作为降低商业奶牛场双胎妊娠率的工具,但尚未实施。为满足这一市场需求,硕腾公司(美国密歇根州卡拉马祖)开发了一种双胎妊娠的基因组预测方法,并将其纳入了一个综合的多性状选择指数中。本研究的目的是:(1)描述荷斯坦奶牛双胎妊娠的遗传评估;(2)证明预测的有效性;(3)提出利用这些信息降低双胎妊娠的策略。数据从商业奶牛场获取,并在获得生产者许可后由他们直接提供。双胎妊娠性状(TWIN)被定义为导致双犊出生或流产的妊娠,分类为二元(0,1)事件,并使用阈性状动物模型进行分析。将一部分奶牛的预测结果与其农场双胎记录进行比较。双胎妊娠的遗传力为0.088,基因组预测传递能力((g)PTAs)范围为-7.45至20.79。TWIN与其他性状之间的遗传相关性较低,这意味着TWIN的改善不会对其他性状的改善产生负面影响。无论采用何种繁殖方案,TWIN都能有效地识别出在给定泌乳期最有可能和最不可能经历双胎妊娠的奶牛。将该预测有效地纳入多性状选择指数为生产者提供了一个全面的工具,以指导选择和管理决策。当与合理的管理措施相结合时,这为奶牛生产者提供了一个有力的机会,可主动降低商业奶牛场双胎妊娠的发生率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf93/8002547/326d8b3a159f/animals-11-00843-g002a.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf93/8002547/0fcaeba3f8ed/animals-11-00843-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf93/8002547/326d8b3a159f/animals-11-00843-g002a.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf93/8002547/0fcaeba3f8ed/animals-11-00843-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf93/8002547/326d8b3a159f/animals-11-00843-g002a.jpg

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本文引用的文献

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Animals (Basel). 2020 Oct 31;10(11):2006. doi: 10.3390/ani10112006.
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Genomic evaluation for wellness traits in US Jersey cattle.美国泽西牛健康性状的基因组评估。
泌乳期荷斯坦奶牛流产的基因组预测
Animals (Basel). 2022 Aug 15;12(16):2079. doi: 10.3390/ani12162079.
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Associated regions for multiple birth in Brown Swiss and Original Braunvieh cattle on chromosomes 15 and 11.15 号和 11 号染色体上的瑞士褐牛和原瑞士红牛多胎相关区域。
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Therapeutics of Twin Pregnancies in Dairy Cattle.奶牛双胎妊娠的治疗方法
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Candidate genes associated with the heritable humoral response to Mycobacterium avium ssp. paratuberculosis in dairy cows have factors in common with gastrointestinal diseases in humans.候选基因与奶牛对分枝杆菌 avium ssp. paratuberculosis 的遗传性体液反应有关,这些基因与人的胃肠道疾病有共同的因素。
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Development of genetic and genomic evaluation for wellness traits in US Holstein cows.美国荷斯坦奶牛健康性状的遗传和基因组评估进展
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