Cargando…

Longitudinal Changes in Milk Microorganisms in the First Two Months of Lactation of Primiparous and Multiparous Cows

SIMPLE SUMMARY: Our results demonstrated the dynamic changes in cow milk microbiota over the first two months of lactation, and the differences in microbial composition between primiparous cows and multiparous cows. The presence and fluctuation of some typically gut-associated microbes in milk indic...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhu, Huan, Miao, Renfang, Tao, Xinxu, Wu, Jianhao, Liu, Licheng, Qu, Jiachen, Liu, Hongzhi, Sun, Yanting, Li, Lingyan, Qu, Yongli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10294890/
https://www.ncbi.nlm.nih.gov/pubmed/37370433
http://dx.doi.org/10.3390/ani13121923
_version_ 1785063290302365696
author Zhu, Huan
Miao, Renfang
Tao, Xinxu
Wu, Jianhao
Liu, Licheng
Qu, Jiachen
Liu, Hongzhi
Sun, Yanting
Li, Lingyan
Qu, Yongli
author_facet Zhu, Huan
Miao, Renfang
Tao, Xinxu
Wu, Jianhao
Liu, Licheng
Qu, Jiachen
Liu, Hongzhi
Sun, Yanting
Li, Lingyan
Qu, Yongli
author_sort Zhu, Huan
collection PubMed
description SIMPLE SUMMARY: Our results demonstrated the dynamic changes in cow milk microbiota over the first two months of lactation, and the differences in microbial composition between primiparous cows and multiparous cows. The presence and fluctuation of some typically gut-associated microbes in milk indicated that the metabolic changes in dairy cows may influence the microbial structure of cow milk. These changes may potentially be correlated with milk components. ABSTRACT: The present experiment was carried out to analyze the longitudinal changes in milk microorganisms. For this purpose, milk samples were collected from 12 healthy cows (n = 96; six primiparous cows and six multiparous cows) at eight different time points. The characteristics and variations in microbial composition were analyzed by 16S rRNA gene high-throughput sequencing. In the primiparous group, higher and more stable alpha diversity was observed in transitional and mature milk compared with the colostrum, with no significant difference in alpha diversity at each time point in the multiparous group. Proteobacteria, Firmicutes, Bacteroidota, and Actinobacteriota were the most dominant phyla, and Pseudomonas, UCG-005, Acinetobacter, Vibrio, Lactobacillus, Bacteroides, Serratia, Staphylococcus, and Glutamicibacter were the most dominant genera in both primiparous and multiparous cow milk. Some typically gut-associated microbes, such as Bacteroides, UCG-005, and Rikenellaceae_RC9_gut_group, etc., were enriched in the two groups. Biomarker taxa with the day in time (DIM) were identified by a random forest algorithm, with Staphylococcus showing the highest degree of interpretation, and the difference in milk microbiota between the two groups was mainly reflected in 0 d–15 d. Additionally, network analysis suggested that there were bacteria associated with the total protein content in milk. Collectively, our results disclosed the longitudinal changes in the milk microbiota of primiparous and multiparous cows, providing further evidence in dairy microbiology.
format Online
Article
Text
id pubmed-10294890
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-102948902023-06-28 Longitudinal Changes in Milk Microorganisms in the First Two Months of Lactation of Primiparous and Multiparous Cows Zhu, Huan Miao, Renfang Tao, Xinxu Wu, Jianhao Liu, Licheng Qu, Jiachen Liu, Hongzhi Sun, Yanting Li, Lingyan Qu, Yongli Animals (Basel) Article SIMPLE SUMMARY: Our results demonstrated the dynamic changes in cow milk microbiota over the first two months of lactation, and the differences in microbial composition between primiparous cows and multiparous cows. The presence and fluctuation of some typically gut-associated microbes in milk indicated that the metabolic changes in dairy cows may influence the microbial structure of cow milk. These changes may potentially be correlated with milk components. ABSTRACT: The present experiment was carried out to analyze the longitudinal changes in milk microorganisms. For this purpose, milk samples were collected from 12 healthy cows (n = 96; six primiparous cows and six multiparous cows) at eight different time points. The characteristics and variations in microbial composition were analyzed by 16S rRNA gene high-throughput sequencing. In the primiparous group, higher and more stable alpha diversity was observed in transitional and mature milk compared with the colostrum, with no significant difference in alpha diversity at each time point in the multiparous group. Proteobacteria, Firmicutes, Bacteroidota, and Actinobacteriota were the most dominant phyla, and Pseudomonas, UCG-005, Acinetobacter, Vibrio, Lactobacillus, Bacteroides, Serratia, Staphylococcus, and Glutamicibacter were the most dominant genera in both primiparous and multiparous cow milk. Some typically gut-associated microbes, such as Bacteroides, UCG-005, and Rikenellaceae_RC9_gut_group, etc., were enriched in the two groups. Biomarker taxa with the day in time (DIM) were identified by a random forest algorithm, with Staphylococcus showing the highest degree of interpretation, and the difference in milk microbiota between the two groups was mainly reflected in 0 d–15 d. Additionally, network analysis suggested that there were bacteria associated with the total protein content in milk. Collectively, our results disclosed the longitudinal changes in the milk microbiota of primiparous and multiparous cows, providing further evidence in dairy microbiology. MDPI 2023-06-08 /pmc/articles/PMC10294890/ /pubmed/37370433 http://dx.doi.org/10.3390/ani13121923 Text en © 2023 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
Zhu, Huan
Miao, Renfang
Tao, Xinxu
Wu, Jianhao
Liu, Licheng
Qu, Jiachen
Liu, Hongzhi
Sun, Yanting
Li, Lingyan
Qu, Yongli
Longitudinal Changes in Milk Microorganisms in the First Two Months of Lactation of Primiparous and Multiparous Cows
title Longitudinal Changes in Milk Microorganisms in the First Two Months of Lactation of Primiparous and Multiparous Cows
title_full Longitudinal Changes in Milk Microorganisms in the First Two Months of Lactation of Primiparous and Multiparous Cows
title_fullStr Longitudinal Changes in Milk Microorganisms in the First Two Months of Lactation of Primiparous and Multiparous Cows
title_full_unstemmed Longitudinal Changes in Milk Microorganisms in the First Two Months of Lactation of Primiparous and Multiparous Cows
title_short Longitudinal Changes in Milk Microorganisms in the First Two Months of Lactation of Primiparous and Multiparous Cows
title_sort longitudinal changes in milk microorganisms in the first two months of lactation of primiparous and multiparous cows
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10294890/
https://www.ncbi.nlm.nih.gov/pubmed/37370433
http://dx.doi.org/10.3390/ani13121923
work_keys_str_mv AT zhuhuan longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT miaorenfang longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT taoxinxu longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT wujianhao longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT liulicheng longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT qujiachen longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT liuhongzhi longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT sunyanting longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT lilingyan longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows
AT quyongli longitudinalchangesinmilkmicroorganismsinthefirsttwomonthsoflactationofprimiparousandmultiparouscows