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
Yolanda Miralles, Victoria Fornés, Amparo Roca, Raquel Muelas, José Ramón Díaz, Gema Romero
{"title":"N-Acetyl-β-D-Glucosaminidase Analysis in Sheep Milk Can Detect Early Intramammary Infection with High Yields If Incorporated into Mathematical Algorithms.","authors":"Yolanda Miralles, Victoria Fornés, Amparo Roca, Raquel Muelas, José Ramón Díaz, Gema Romero","doi":"10.3390/ani15030371","DOIUrl":null,"url":null,"abstract":"<p><p>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%.</p>","PeriodicalId":7955,"journal":{"name":"Animals","volume":"15 3","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11815933/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Animals","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.3390/ani15030371","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, DAIRY & ANIMAL SCIENCE","Score":null,"Total":0}
引用次数: 0
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%.
AnimalsAgricultural 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).