Zhang Xinxin, Ahmad Muhammad Jamil, An Zhigao, Niu Kaifeng, Wang Wei, Nie Pei, Gao Shan, Yang Liguo
Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Education, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China.
International Joint Research Centre for Animal Genetics, Breeding and Reproduction (IJRCAGBR), Huazhong Agricultural University, Wuhan, China.
Front Vet Sci. 2022 Mar 21;9:842105. doi: 10.3389/fvets.2022.842105. eCollection 2022.
The aim of the present study was to determine whether the echotextural features of the mammary gland parenchyma in buffaloes during lactation at different somatic cell levels could be used to diagnose mastitis. This study was divided into two parts. In the first experiment, experimental buffaloes ( = 65) with somatic cell counts (SCC) tests ( = 94) in different seasons, including spring ( = 22), summer ( = 24), autumn ( = 37), and winter ( = 11), were used to obtain ultrasonic variables for each quarter of mammary gland that could best explain the corresponding somatic cell level. In the second part of the study, the first part's experimental results were verified by subjecting at least one-quarter udder of eight buffaloes to ultrasonography seven times during mid-July to mid-August for obtaining ultrasonic values at different somatic cell levels. The echo textural characteristics [mean numerical pixel values (NPVs) and pixel heterogeneity (pixel standard deviation, PSD)] were evaluated using 16 ultrasonographic images of each buffalo with Image ProPlus software. The effects of SCC, days in milk (DIM), scanning order (SO), season, as well as the scanning plane and udder quarter (SP + UQ) on both the PSD and NPVs of the mammary gland were significant ( < 0.05). The correlation coefficient between pre-milking sagittal PSD and somatic cell score (SCS) was the highest ( = 0.4224, < 0.0001) with fitted linear model: = 0.19445x (dependent variable: SCS, independent variables: pre-milking sagittal PSD; = 0.84, < 0.0001). In addition, SCC and ultrasonic of udder quarter were followed for 1 month, confirming that pre-milking sagittal PSD of mammary gland value could explain the SCC variation in milk. The current study demonstrated that the ultrasonographic examination of the udder could be one of the complementary tools for diagnosing subclinical mastitis in buffaloes.
本研究的目的是确定不同体细胞水平的泌乳期水牛乳腺实质的回声纹理特征是否可用于诊断乳腺炎。本研究分为两部分。在第一个实验中,使用了在不同季节(包括春季(n = 22)、夏季(n = 24)、秋季(n = 37)和冬季(n = 11))进行体细胞计数(SCC)测试(n = 94)的实验水牛(n = 65),以获取能够最好地解释相应体细胞水平的每个乳腺象限的超声变量。在研究的第二部分,通过在7月中旬至8月中旬对8头水牛的至少一个乳腺象限进行7次超声检查,以获取不同体细胞水平的超声值,对第一部分的实验结果进行了验证。使用Image ProPlus软件,通过每头水牛的16张超声图像评估回声纹理特征[平均数字像素值(NPV)和像素异质性(像素标准差,PSD)]。SCC、泌乳天数(DIM)、扫描顺序(SO)、季节以及扫描平面和乳腺象限(SP + UQ)对乳腺的PSD和NPV均有显著影响(P < 0.05)。挤奶前矢状面PSD与体细胞评分(SCS)之间的相关系数最高(r = 0.4224,P < 0.0001),拟合线性模型为:y = 0.19445x(因变量:SCS,自变量:挤奶前矢状面PSD;R² = 0.84,P < 0.0001)。此外,对乳腺象限的SCC和超声进行了1个月的跟踪,证实乳腺的挤奶前矢状面PSD值可以解释牛奶中的SCC变化。当前研究表明,乳房超声检查可能是诊断水牛亚临床乳腺炎的辅助工具之一。