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Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows

SIMPLE SUMMARY: Some studies have confirmed the variation in milk profiles when dairy cows show estrus. However, only a few milk components, such as fat, protein, and lactose, have been investigated so far, and thus any changes in the many other parts of milk’s composition due to estrus are unknown....

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Autores principales: Du, Chao, Nan, Liangkang, Li, Chunfang, Sabek, Ahmed, Wang, Haitong, Luo, Xuelu, Su, Jundong, Hua, Guohua, Ma, Yabing, Zhang, Shujun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8143516/
https://www.ncbi.nlm.nih.gov/pubmed/33921998
http://dx.doi.org/10.3390/ani11051200
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author Du, Chao
Nan, Liangkang
Li, Chunfang
Sabek, Ahmed
Wang, Haitong
Luo, Xuelu
Su, Jundong
Hua, Guohua
Ma, Yabing
Zhang, Shujun
author_facet Du, Chao
Nan, Liangkang
Li, Chunfang
Sabek, Ahmed
Wang, Haitong
Luo, Xuelu
Su, Jundong
Hua, Guohua
Ma, Yabing
Zhang, Shujun
author_sort Du, Chao
collection PubMed
description SIMPLE SUMMARY: Some studies have confirmed the variation in milk profiles when dairy cows show estrus. However, only a few milk components, such as fat, protein, and lactose, have been investigated so far, and thus any changes in the many other parts of milk’s composition due to estrus are unknown. Milk mid-infrared (MIR) spectra consist of wavenumbers, which provide insight into the chemical composition of milk. The MIR spectrum reflects the global composition of milk, but this information is currently underused. In this study, we considered MIR wavenumbers as traits, and directly studied the spectral information as a way to study the estrus of dairy cows linked to milk composition. This research provides a deeper understanding of the milk MIR spectrum and may lead to new approaches for estrus detection in dairy cows from routine milk analysis, thereby guiding an opportune insemination time. ABSTRACT: Milk produced by dairy cows is a complex combination of many components. However, at present, changes in only a few milk components (e.g., fat, protein, and lactose) during the estrus cycle in dairy cows have been documented. Mid-infrared (MIR) spectroscopy is a worldwide method routinely used for milk analysis, as MIR spectra reflect the global composition of milk. Therefore, this study aimed to investigate the changes in milk MIR spectra and milk production traits (fat, protein, lactose, urea, total solids (TS), and solid not fat (SnF)) due to estrus. Cows that were successfully inseminated, leading to conception, were included. Cows confirmed to be pregnant were considered to be in estrus at the day of insemination (day 0). A general linear mixed model, which included the random effect of cows, the fixed classification effects of parity number, days in relation to estrus, as well as the interaction between parity number and days in relation to estrus, was applied to investigate the changes in milk production traits and 1060 milk infrared wavenumbers, ranging from 925 to 5011 cm(−1), of 371 records from 162 Holstein cows on the days before (day −3, day −2, and day −1) and on the day of estrus (day 0). The days in relation to estrus had a significant effect on fat, protein, urea, TS, and SnF, whose contents increased from day −3 to day 0. Lactose did not seem to be significantly influenced by the occurrence of estrus. The days in relation to estrus had significant effects on the majority of the wavenumbers. Besides, we found that some of the wavenumbers in the water absorption regions were significantly changed on the days before and on the day of estrus. This suggests that these wavenumbers may contain useful information. In conclusion, the changes in the milk composition due to estrus can be observed through the analysis of the milk MIR spectrum. Further analyses are warranted to more deeply explore the potential use of milk MIR spectra in the detection of estrus.
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spelling pubmed-81435162021-05-25 Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows Du, Chao Nan, Liangkang Li, Chunfang Sabek, Ahmed Wang, Haitong Luo, Xuelu Su, Jundong Hua, Guohua Ma, Yabing Zhang, Shujun Animals (Basel) Article SIMPLE SUMMARY: Some studies have confirmed the variation in milk profiles when dairy cows show estrus. However, only a few milk components, such as fat, protein, and lactose, have been investigated so far, and thus any changes in the many other parts of milk’s composition due to estrus are unknown. Milk mid-infrared (MIR) spectra consist of wavenumbers, which provide insight into the chemical composition of milk. The MIR spectrum reflects the global composition of milk, but this information is currently underused. In this study, we considered MIR wavenumbers as traits, and directly studied the spectral information as a way to study the estrus of dairy cows linked to milk composition. This research provides a deeper understanding of the milk MIR spectrum and may lead to new approaches for estrus detection in dairy cows from routine milk analysis, thereby guiding an opportune insemination time. ABSTRACT: Milk produced by dairy cows is a complex combination of many components. However, at present, changes in only a few milk components (e.g., fat, protein, and lactose) during the estrus cycle in dairy cows have been documented. Mid-infrared (MIR) spectroscopy is a worldwide method routinely used for milk analysis, as MIR spectra reflect the global composition of milk. Therefore, this study aimed to investigate the changes in milk MIR spectra and milk production traits (fat, protein, lactose, urea, total solids (TS), and solid not fat (SnF)) due to estrus. Cows that were successfully inseminated, leading to conception, were included. Cows confirmed to be pregnant were considered to be in estrus at the day of insemination (day 0). A general linear mixed model, which included the random effect of cows, the fixed classification effects of parity number, days in relation to estrus, as well as the interaction between parity number and days in relation to estrus, was applied to investigate the changes in milk production traits and 1060 milk infrared wavenumbers, ranging from 925 to 5011 cm(−1), of 371 records from 162 Holstein cows on the days before (day −3, day −2, and day −1) and on the day of estrus (day 0). The days in relation to estrus had a significant effect on fat, protein, urea, TS, and SnF, whose contents increased from day −3 to day 0. Lactose did not seem to be significantly influenced by the occurrence of estrus. The days in relation to estrus had significant effects on the majority of the wavenumbers. Besides, we found that some of the wavenumbers in the water absorption regions were significantly changed on the days before and on the day of estrus. This suggests that these wavenumbers may contain useful information. In conclusion, the changes in the milk composition due to estrus can be observed through the analysis of the milk MIR spectrum. Further analyses are warranted to more deeply explore the potential use of milk MIR spectra in the detection of estrus. MDPI 2021-04-22 /pmc/articles/PMC8143516/ /pubmed/33921998 http://dx.doi.org/10.3390/ani11051200 Text en © 2021 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
Du, Chao
Nan, Liangkang
Li, Chunfang
Sabek, Ahmed
Wang, Haitong
Luo, Xuelu
Su, Jundong
Hua, Guohua
Ma, Yabing
Zhang, Shujun
Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows
title Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows
title_full Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows
title_fullStr Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows
title_full_unstemmed Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows
title_short Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows
title_sort influence of estrus on the milk characteristics and mid-infrared spectra of dairy cows
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8143516/
https://www.ncbi.nlm.nih.gov/pubmed/33921998
http://dx.doi.org/10.3390/ani11051200
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