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短篇通讯:牛乳中的碘含量遗传力低,遗传变异有限。

Short communication: Iodine content in bovine milk is lowly heritable and shows limited genetic variation.

机构信息

Department of Agronomy, Food, Natural resources, Animals and Environment, University of Padova, Viale dell'Università 16, 35020 Legnaro (PD), Italy.

Department of Agronomy, Food, Natural resources, Animals and Environment, University of Padova, Viale dell'Università 16, 35020 Legnaro (PD), Italy.

出版信息

J Dairy Sci. 2021 Mar;104(3):3292-3297. doi: 10.3168/jds.2020-19486. Epub 2021 Jan 15.

Abstract

Milk and dairy products are considered important sources of iodine in several countries. Despite this, there is a paucity of studies that have investigated sources of variation of milk iodine, especially on a large scale. So far, it is not clear if milk iodine content could be increased through breeding in dairy cattle. Recently, a mid-infrared spectroscopy prediction model has been developed for an indirect quantification of iodine content in cow milk, as it is a faster and less expensive method that allows the prediction at population level. The model has coefficient of determination and ratio of performance to deviation in external validation of 0.57 and 1.44, respectively, and it was used in the present study to predict the iodine content from historical milk spectral data to investigate phenotypic and genetic aspects in the Italian Holstein cattle. Based on the accuracy of the model, the prediction was interpreted as proxy for the real milk iodine concentration (IOD). The data set comprised 33,776 test-day records with IOD from 4,072 cows. Data of IOD were transformed through natural logarithm to achieve a normal distribution. The effect of parity, lactation stage, and month of sampling were investigated, and genetic parameters were estimated using a test-day repeatability animal model. Milk IOD decreased with parities and was the lowest in early lactation. Heritability of IOD was low (0.025) and it was positively genetically correlated with milk yield and negatively with fat content. Results suggested that it would be challenging to directly improve this trait through breeding strategies in dairy cattle, because IOD is mainly affected by temporary environmental factors and thus, cannot be easily improved through genetics. Although preliminary, findings of this study suggest that it would be more convenient to develop feeding and management strategies to drive milk iodine level than to put efforts and resources into breeding strategies. Further studies should validate IOD as an indicator trait of milk iodine content by improving reference data and estimating genetic correlation between predicted and measured values.

摘要

牛奶和奶制品被认为是一些国家碘的重要来源。尽管如此,对于牛奶碘的变异来源,尤其是大规模的研究仍然很少。到目前为止,还不清楚是否可以通过奶牛的选育来提高牛奶中的碘含量。最近,已经开发出一种中红外光谱预测模型,用于间接定量牛奶中的碘含量,因为它是一种更快、更便宜的方法,可以在群体水平上进行预测。该模型在外部验证中的决定系数和表现偏差比分别为 0.57 和 1.44,本研究中使用该模型从历史牛奶光谱数据中预测碘含量,以研究意大利荷斯坦奶牛的表型和遗传方面。基于模型的准确性,预测结果被解释为真实牛奶碘浓度(IOD)的替代值。数据集包含 33776 个测试日记录,涉及 4072 头奶牛的 IOD。IOD 数据通过自然对数转换以实现正态分布。研究了胎次、泌乳阶段和采样月份的影响,并使用测试日重复动物模型估计了遗传参数。IOD 随胎次减少,在泌乳早期最低。IOD 的遗传力较低(0.025),与乳产量呈正相关,与脂肪含量呈负相关。结果表明,通过奶牛选育策略直接改善这一性状具有挑战性,因为 IOD 主要受临时环境因素的影响,因此,不能通过遗传轻易改善。尽管初步研究结果表明,通过制定饲养和管理策略来提高牛奶碘水平比投入精力和资源进行选育策略更为方便。还需要进一步研究,通过改进参考数据和估计预测值和实测值之间的遗传相关性,来验证 IOD 作为牛奶碘含量的指示性状。

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