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Improving the accuracy of estimating blood calcium concentration in Holstein cows using electrocardiographic variables
We previously reported the possibility of using the electrocardiogram variable to estimate blood calcium (Ca) concentration in dairy cows based on the strong positive correlation between the blood Ca concentration and the inverse of the corrected ST peak interval (STc(−1)). To improve the accuracy o...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Japanese Society of Veterinary Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920712/ https://www.ncbi.nlm.nih.gov/pubmed/34897186 http://dx.doi.org/10.1292/jvms.21-0320 |
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author | ITOH, Megumi NAKAJIMA, Yasuhiro KUWANO, Kouki MAEDA, Daisuke SAKURAI, Yoshie MATSUI, Yoshitaka KAWAMOTO, Satoshi |
author_facet | ITOH, Megumi NAKAJIMA, Yasuhiro KUWANO, Kouki MAEDA, Daisuke SAKURAI, Yoshie MATSUI, Yoshitaka KAWAMOTO, Satoshi |
author_sort | ITOH, Megumi |
collection | PubMed |
description | We previously reported the possibility of using the electrocardiogram variable to estimate blood calcium (Ca) concentration in dairy cows based on the strong positive correlation between the blood Ca concentration and the inverse of the corrected ST peak interval (STc(−1)). To improve the accuracy of the estimation of blood Ca concentration, we investigated the relationship between blood Ca concentration and STc(−1) for each postpartum day and available variables other than STc(−1). We measured multiple variables (milk yield, calving number, age, body temperature, etc.), including serum total Ca concentration (tCa), blood ionized Ca concentration (iCa) and STc(−1) in 462 Holstein cows on days 0, 1, 2, 3, 5, and 7 postpartum. A very high correlation was observed between iCa and tCa. The association between tCa and STc(−1) for each postpartum day had a high coefficient of determination of 0.61–0.79 postpartum 0–2 days but decreased after the third day. In the investigation using the data from postpartum days 0–2, STc(−1), heart rate interval, calving number, and age were highly correlated with tCa. In addition, a multiple regression equation was obtained with tCa as the objective variable and STc(−1) and calving number as explanatory variables. The estimation accuracy was improved as compared with the simple regression equation using only STc(−1) as the explanatory variable. This multiple regression equation was used for 11 cows suspected of having hypocalcemia, and it was able to correctly detect cows requiring early treatment, except for one cow. |
format | Online Article Text |
id | pubmed-8920712 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Japanese Society of Veterinary Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-89207122022-03-25 Improving the accuracy of estimating blood calcium concentration in Holstein cows using electrocardiographic variables ITOH, Megumi NAKAJIMA, Yasuhiro KUWANO, Kouki MAEDA, Daisuke SAKURAI, Yoshie MATSUI, Yoshitaka KAWAMOTO, Satoshi J Vet Med Sci Internal Medicine We previously reported the possibility of using the electrocardiogram variable to estimate blood calcium (Ca) concentration in dairy cows based on the strong positive correlation between the blood Ca concentration and the inverse of the corrected ST peak interval (STc(−1)). To improve the accuracy of the estimation of blood Ca concentration, we investigated the relationship between blood Ca concentration and STc(−1) for each postpartum day and available variables other than STc(−1). We measured multiple variables (milk yield, calving number, age, body temperature, etc.), including serum total Ca concentration (tCa), blood ionized Ca concentration (iCa) and STc(−1) in 462 Holstein cows on days 0, 1, 2, 3, 5, and 7 postpartum. A very high correlation was observed between iCa and tCa. The association between tCa and STc(−1) for each postpartum day had a high coefficient of determination of 0.61–0.79 postpartum 0–2 days but decreased after the third day. In the investigation using the data from postpartum days 0–2, STc(−1), heart rate interval, calving number, and age were highly correlated with tCa. In addition, a multiple regression equation was obtained with tCa as the objective variable and STc(−1) and calving number as explanatory variables. The estimation accuracy was improved as compared with the simple regression equation using only STc(−1) as the explanatory variable. This multiple regression equation was used for 11 cows suspected of having hypocalcemia, and it was able to correctly detect cows requiring early treatment, except for one cow. The Japanese Society of Veterinary Science 2021-12-10 2022-02 /pmc/articles/PMC8920712/ /pubmed/34897186 http://dx.doi.org/10.1292/jvms.21-0320 Text en ©2022 The Japanese Society of Veterinary Science https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial No Derivatives (by-nc-nd) License. (CC-BY-NC-ND 4.0: https://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Internal Medicine ITOH, Megumi NAKAJIMA, Yasuhiro KUWANO, Kouki MAEDA, Daisuke SAKURAI, Yoshie MATSUI, Yoshitaka KAWAMOTO, Satoshi Improving the accuracy of estimating blood calcium concentration in Holstein cows using electrocardiographic variables |
title | Improving the accuracy of estimating blood calcium concentration in Holstein
cows using electrocardiographic variables |
title_full | Improving the accuracy of estimating blood calcium concentration in Holstein
cows using electrocardiographic variables |
title_fullStr | Improving the accuracy of estimating blood calcium concentration in Holstein
cows using electrocardiographic variables |
title_full_unstemmed | Improving the accuracy of estimating blood calcium concentration in Holstein
cows using electrocardiographic variables |
title_short | Improving the accuracy of estimating blood calcium concentration in Holstein
cows using electrocardiographic variables |
title_sort | improving the accuracy of estimating blood calcium concentration in holstein
cows using electrocardiographic variables |
topic | Internal Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920712/ https://www.ncbi.nlm.nih.gov/pubmed/34897186 http://dx.doi.org/10.1292/jvms.21-0320 |
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