N-Acetyl-β-D-Glucosaminidase Analysis in Sheep Milk Can Detect Early Intramammary Infection with High Yields If Incorporated into Mathematical Algorithms.

IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Animals Pub Date : 2025-01-28 DOI:10.3390/ani15030371
Yolanda Miralles, Victoria Fornés, Amparo Roca, Raquel Muelas, José Ramón Díaz, Gema Romero
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Abstract

The aim of this study was to analyse the effect of intramammary infection (IMI) on N-acetyl-β-D-glucosaminidase (NAGase) enzyme values and to study its predictive capacity using different algorithms. To do this, 26 sheep free of intramammary infection were selected, and their somatic cell count (SCC), NAGase and bacteriological culture were monitored for 2 weeks. They were then subjected to a series of unhealthy situations (UHS) for the mammary gland, and these variables were monitored for a further 4 weeks. IMI was established in 12 of the 26 sheep. In the 4 days following infection, a very marked increase in enzyme values was observed in the infected glands. The algorithm that obtained the best result was the one that detected, in at least two of the first four days after infection, an increase in NAGase values greater than 30% compared to the average of the 3 days prior to infection, obtaining an area under the curve (AUC) of 0.90, an accuracy of 89.8%, a sensitivity of 95.2% and a specificity of 85.7%.

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羊奶n -乙酰基-β- d -氨基葡萄糖酶分析结合数学算法,可早期高产检出乳内感染。
本研究的目的是分析乳腺内感染(IMI)对n -乙酰-β- d -氨基葡萄糖酶(NAGase)酶值的影响,并研究其使用不同算法的预测能力。选取无乳内感染的绵羊26只,监测其体细胞计数、NAGase和细菌培养2周。然后,他们受到一系列乳腺不健康状况(UHS)的影响,这些变量被监测了4周。26只羊中有12只羊出现了IMI。在感染后的4天内,在感染的腺体中观察到酶值非常显著的增加。获得最佳结果的算法是在感染后的前4天中至少有2天检测到NAGase值与感染前3天的平均值相比增加大于30%,曲线下面积(AUC)为0.90,准确率为89.8%,灵敏度为95.2%,特异性为85.7%。
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来源期刊
Animals
Animals Agricultural and Biological Sciences-Animal Science and Zoology
CiteScore
4.90
自引率
16.70%
发文量
3015
审稿时长
20.52 days
期刊介绍: Animals (ISSN 2076-2615) is an international and interdisciplinary scholarly open access journal. It publishes original research articles, reviews, communications, and short notes that are relevant to any field of study that involves animals, including zoology, ethnozoology, animal science, animal ethics and animal welfare. However, preference will be given to those articles that provide an understanding of animals within a larger context (i.e., the animals'' interactions with the outside world, including humans). There is no restriction on the length of the papers. Our aim is to encourage scientists to publish their experimental and theoretical research in as much detail as possible. Full experimental details and/or method of study, must be provided for research articles. Articles submitted that involve subjecting animals to unnecessary pain or suffering will not be accepted, and all articles must be submitted with the necessary ethical approval (please refer to the Ethical Guidelines for more information).
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