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A Study on the Uniform Distribution and Counting Method of Raw Cow’s Milk Somatic Cells

The somatic cell count (SCC) in raw milk is an important basis for determining whether a cow is suffering from mastitis. To address the problem of an uneven distribution of somatic cells due to cell-adherent sedimentation, among other reasons, during milk sampling, which in turn results in unreprese...

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Autores principales: Zhou, Wei, Li, Xingyu, Su, Wanyun, Zheng, Hongbiao, An, Guangxin, Li, Zhilin, Li, Shanshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784796/
https://www.ncbi.nlm.nih.gov/pubmed/36557474
http://dx.doi.org/10.3390/mi13122173
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author Zhou, Wei
Li, Xingyu
Su, Wanyun
Zheng, Hongbiao
An, Guangxin
Li, Zhilin
Li, Shanshan
author_facet Zhou, Wei
Li, Xingyu
Su, Wanyun
Zheng, Hongbiao
An, Guangxin
Li, Zhilin
Li, Shanshan
author_sort Zhou, Wei
collection PubMed
description The somatic cell count (SCC) in raw milk is an important basis for determining whether a cow is suffering from mastitis. To address the problem of an uneven distribution of somatic cells due to cell-adherent sedimentation, among other reasons, during milk sampling, which in turn results in unrepresentative somatic cell counting, a method is proposed for obtaining a uniform distribution of somatic cells and improving the counting accuracy based on a nine-cell grid microfluidic chip. Firstly, a simulation was performed to verify the uniformity of the somatic cell distribution within the chip observation cavities. Secondly, a nine-cell grid microfluidic chip was prepared and a negative-pressure injection system integrating staining and stirring was developed to ensure that the somatic cells were uniformly distributed and free from air contamination during the injection process. As well as the structure of the chip, a microscopic imaging system was developed, and the nine chip observation cavities were photographed. Finally, the somatic cells were counted and the uniformity of the somatic cell distribution was verified using image processing. The experimental results show that the standard deviation coefficient of the SCC in each group of nine images was less than 1.61%. The automatic counting accuracy of the system was between 97.07% and 99.47%. This research method lays the foundation for the detection and prevention of mastitis in cows.
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spelling pubmed-97847962022-12-24 A Study on the Uniform Distribution and Counting Method of Raw Cow’s Milk Somatic Cells Zhou, Wei Li, Xingyu Su, Wanyun Zheng, Hongbiao An, Guangxin Li, Zhilin Li, Shanshan Micromachines (Basel) Article The somatic cell count (SCC) in raw milk is an important basis for determining whether a cow is suffering from mastitis. To address the problem of an uneven distribution of somatic cells due to cell-adherent sedimentation, among other reasons, during milk sampling, which in turn results in unrepresentative somatic cell counting, a method is proposed for obtaining a uniform distribution of somatic cells and improving the counting accuracy based on a nine-cell grid microfluidic chip. Firstly, a simulation was performed to verify the uniformity of the somatic cell distribution within the chip observation cavities. Secondly, a nine-cell grid microfluidic chip was prepared and a negative-pressure injection system integrating staining and stirring was developed to ensure that the somatic cells were uniformly distributed and free from air contamination during the injection process. As well as the structure of the chip, a microscopic imaging system was developed, and the nine chip observation cavities were photographed. Finally, the somatic cells were counted and the uniformity of the somatic cell distribution was verified using image processing. The experimental results show that the standard deviation coefficient of the SCC in each group of nine images was less than 1.61%. The automatic counting accuracy of the system was between 97.07% and 99.47%. This research method lays the foundation for the detection and prevention of mastitis in cows. MDPI 2022-12-08 /pmc/articles/PMC9784796/ /pubmed/36557474 http://dx.doi.org/10.3390/mi13122173 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhou, Wei
Li, Xingyu
Su, Wanyun
Zheng, Hongbiao
An, Guangxin
Li, Zhilin
Li, Shanshan
A Study on the Uniform Distribution and Counting Method of Raw Cow’s Milk Somatic Cells
title A Study on the Uniform Distribution and Counting Method of Raw Cow’s Milk Somatic Cells
title_full A Study on the Uniform Distribution and Counting Method of Raw Cow’s Milk Somatic Cells
title_fullStr A Study on the Uniform Distribution and Counting Method of Raw Cow’s Milk Somatic Cells
title_full_unstemmed A Study on the Uniform Distribution and Counting Method of Raw Cow’s Milk Somatic Cells
title_short A Study on the Uniform Distribution and Counting Method of Raw Cow’s Milk Somatic Cells
title_sort study on the uniform distribution and counting method of raw cow’s milk somatic cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784796/
https://www.ncbi.nlm.nih.gov/pubmed/36557474
http://dx.doi.org/10.3390/mi13122173
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