Seasonal assessment of mastitis in crossbred goats: A thermographic approach

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-08-01 DOI:10.1016/j.jtherbio.2024.103947
S.L. Gayathri, M. Bhakat , T.K. Mohanty
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Abstract

Sub-clinical mastitis exhibits a higher prevalence in dairy goats than clinical mastitis, necessitating the adoption of non-invasive diagnostic techniques such as infrared thermography (IRT) to detect this economically significant production disease in the dairy sector. Accordingly, this study aims to employ IR imaging of the udder and teat quarters of lactating crossbred goats (Alpine × Beetal and Sanen × Beetal) across various seasons, utilising IRT, to discern cases of sub-clinical (SCM) and clinical mastitis (CM). Over a year, 100–110 lactating crossbred dairy goats underwent consistent IRT screenings, followed by a comprehensive evaluation of udder health status using the California mastitis test and somatic cell count (SCC). The receiver operating characteristic (ROC) analysis was conducted to establish the cut-off values for different thermographic parameters in this study. The results revealed that the SCC increased significantly (p < 0.01) in healthy, SCM, and CM milk samples across the seasons. The analysis of ROC revealed a comparatively higher sensitivity, specificity, and accuracy for udder thermograms during SCM than CM and vice versa for teat thermograms. IRT analysis reflected a difference (p < 0.01) in the udder and teat thermograms among quarters of healthy, SCM, and CM in summer, winter, autumn, and rainy seasons. A significant increase (p < 0.01) in udder thermograms was observed for quarters affected with SCM and CM relative to healthy, with an increase of 1.89 and 2.94 °C in winter, 0.85 and 1.63 °C in summer, 0.73 and 1.41 °C in rainy, and 1.33 and 2.38 °C in autumn, respectively. Similarly, for teat thermograms it was 1.79 and 2.81 °C in winter, 0.76 and 1.41 °C in summer, 0.70 and 1.37 °C in rainy, and 1.09 and 1.93 °C in autumn, respectively. Therefore, regardless of the seasons examined in this study, IRT proves to be an effective and supportive tool for early mastitis detection in lactating crossbred dairy goats.

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杂交山羊乳腺炎的季节性评估:热成像方法
与临床乳腺炎相比,亚临床乳腺炎在奶山羊中的发病率更高,因此有必要采用红外热成像(IRT)等非侵入性诊断技术来检测这种在奶业中具有重要经济意义的生产疾病。因此,本研究旨在利用红外热成像技术,对不同季节的泌乳杂交山羊(阿尔卑斯×贝塔尔和萨能×贝塔尔)的乳房和乳头部位进行红外成像,以分辨亚临床(SCM)和临床乳腺炎(CM)病例。在一年时间里,100 至 110 只泌乳杂交奶山羊接受了持续的 IRT 筛选,随后使用加利福尼亚乳腺炎测试和体细胞数(SCC)对乳房健康状况进行了综合评估。本研究采用接收器操作特征(ROC)分析法确定不同热成像参数的临界值。结果显示,在不同季节,健康、SCM 和 CM 牛奶样本中的体细胞数显著增加(p < 0.01)。ROC 分析表明,单峰挤奶期间乳房热成像的灵敏度、特异性和准确性均高于双峰挤奶,反之亦然。IRT 分析表明,在夏季、冬季、秋季和雨季,乳房和乳头热图在健康、单体牛和双体牛的季度之间存在差异(p < 0.01)。与健康牛相比,患有单膜细胞增多症和中耳炎的牛的乳房温度曲线明显升高(p < 0.01),冬季分别升高 1.89 °C和 2.94 °C,夏季分别升高 0.85 °C和 1.63 °C,雨季分别升高 0.73 °C和 1.41 °C,秋季分别升高 1.33 °C和 2.38 °C。同样,乳头热图在冬季分别为 1.79 和 2.81 °C,夏季分别为 0.76 和 1.41 °C,雨季分别为 0.70 和 1.37 °C,秋季分别为 1.09 和 1.93 °C。因此,无论在本研究的哪个季节,IRT 都被证明是检测泌乳杂交奶山羊早期乳腺炎的有效辅助工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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