Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education, Huazhong Agricultural University, Wuhan, China.
College of Animal Science and Veterinary Medicine, Henan Institute of Science and Technology, Xinxiang, China.
Vet Rec. 2023 Dec 2;193(11):e3560. doi: 10.1002/vetr.3560. Epub 2023 Oct 29.
Milk produced by dairy cows is a complex combination of many components, but the effect of mastitis has only been investigated for a few of these components. Milk mid-infrared (MIR) spectra can reflect the global composition of milk, and this study aimed to detect the relationships between milk MIR spectral wavenumbers and milk somatic cell count (SCC)-a sensitive biomarker for mastitis.
Pearson correlation analysis was used to calculate the correlation coefficient between somatic count score (SCS) and spectral wavenumbers. A general linear mixed model was applied to investigate the effect of three different classes of SCC (low, middle and high) on spectral wavenumbers.
The mean correlation coefficient between the 'fingerprint region' (wavenumbers 925-1582 cm ) and the SCS was higher than that for other regions of the MIR spectrum, and the specific wavenumber with the strongest correlation with the SCS was within the 'fingerprint region'. SCC class had a significant (p < 0.05) effect on 639 spectral wavenumbers. In particular, some spectral wavenumbers within the 'fingerprint region' were highly affected by the SCC class.
The data were collected from only one province in China, so the generalisability of the findings may be limited.
SCC had close relationships with milk spectral wavenumbers related to important milk components or chemical bonds.
奶牛所产牛奶是多种成分的复杂组合,但目前仅对其中少数几种成分的乳腺炎效应进行了研究。牛奶中红外(MIR)光谱可以反映牛奶的整体成分,本研究旨在检测牛奶 MIR 光谱波数与牛奶体细胞计数(SCC)——乳腺炎的一个敏感生物标志物之间的关系。
采用皮尔逊相关分析计算体细胞评分(SCS)与光谱波数之间的相关系数。应用广义线性混合模型研究三个不同 SCC 类别(低、中、高)对光谱波数的影响。
“指纹区”(波数 925-1582cm )与 SCS 的平均相关系数高于 MIR 光谱其他区域的相关系数,与 SCS 相关性最强的特定波数位于“指纹区”内。SCC 类别对 639 个光谱波数有显著影响(p<0.05)。特别是“指纹区”内的一些光谱波数受 SCC 类别影响较大。
数据仅来自中国一个省份,因此研究结果的普遍性可能受到限制。
SCC 与与重要牛奶成分或化学键相关的牛奶光谱波数密切相关。