Cargando…

Metabolomic Analysis of Multiple Biological Specimens (Feces, Serum, and Urine) by (1)H-NMR Spectroscopy from Dairy Cows with Clinical Mastitis

SIMPLE SUMMARY: Dairy cows are commonly affected by mastitis, which causes huge economic losses to the dairy industry worldwide. This work aimed to study this disease by comparing multiple biological specimens (feces, serum, and urine) from individuals with or without clinical mastitis. Integrated a...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhu, Chenglin, Zhang, Qian, Zhao, Xin, Yang, Zhibo, Yang, Falong, Yang, Yang, Tang, Junni, Laghi, Luca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9952568/
https://www.ncbi.nlm.nih.gov/pubmed/36830529
http://dx.doi.org/10.3390/ani13040741
_version_ 1784893663902433280
author Zhu, Chenglin
Zhang, Qian
Zhao, Xin
Yang, Zhibo
Yang, Falong
Yang, Yang
Tang, Junni
Laghi, Luca
author_facet Zhu, Chenglin
Zhang, Qian
Zhao, Xin
Yang, Zhibo
Yang, Falong
Yang, Yang
Tang, Junni
Laghi, Luca
author_sort Zhu, Chenglin
collection PubMed
description SIMPLE SUMMARY: Dairy cows are commonly affected by mastitis, which causes huge economic losses to the dairy industry worldwide. This work aimed to study this disease by comparing multiple biological specimens (feces, serum, and urine) from individuals with or without clinical mastitis. Integrated analysis of metabolome changes across several key biofluids could facilitate knowledge discovery and reliable identification of potential biomarkers, which could in turn be used to shed light on the early diagnosis of dairy cow mastitis in its subclinical form. To the best of our knowledge, this is the first work dedicated to providing quantitative information on the multi-matrix metabolome of dairy cows with/without clinical mastitis by untargeted (1)H-NMR. Several pathways related to energy metabolism and amino acid metabolism have been highlighted to explain the mechanisms of the changes in the dairy cow metabolome related to clinical mastitis. Our findings are the first to provide an integrated view and better understanding of the metabolic mechanism of clinical mastitis, useful for the development of regulated strategies to improve the metabolic status of mastitic dairy cows. ABSTRACT: Due to huge economic losses to the dairy industry worldwide, mastitis can be considered as one of the most common diseases in dairy cows. This work aimed to study this disease by comparing multiple biological specimens (feces, serum, and urine) from individuals with or without clinical mastitis. This was performed by a single analytical platform, namely (1)H-NMR, through a multi-matrix strategy. Thanks to the high reproducibility of (1)H-NMR, we could characterize 120 molecules across dairy cow feces, serum, and urine. Among them, 23 molecules were in common across the three biofluids. By integrating the results of multi-matrix metabolomics, several pathways pertaining to energy metabolism and amino acid metabolism appeared to be affected by clinical mastitis. The present work wished to deepen the understanding of dairy cow mastitis in its clinical form. Simultaneous analysis of metabolome changes across several key biofluids could facilitate knowledge discovery and the reliable identification of potential biomarkers, which could be, in turn, used to shed light on the early diagnosis of dairy cow mastitis in its subclinical form.
format Online
Article
Text
id pubmed-9952568
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99525682023-02-25 Metabolomic Analysis of Multiple Biological Specimens (Feces, Serum, and Urine) by (1)H-NMR Spectroscopy from Dairy Cows with Clinical Mastitis Zhu, Chenglin Zhang, Qian Zhao, Xin Yang, Zhibo Yang, Falong Yang, Yang Tang, Junni Laghi, Luca Animals (Basel) Article SIMPLE SUMMARY: Dairy cows are commonly affected by mastitis, which causes huge economic losses to the dairy industry worldwide. This work aimed to study this disease by comparing multiple biological specimens (feces, serum, and urine) from individuals with or without clinical mastitis. Integrated analysis of metabolome changes across several key biofluids could facilitate knowledge discovery and reliable identification of potential biomarkers, which could in turn be used to shed light on the early diagnosis of dairy cow mastitis in its subclinical form. To the best of our knowledge, this is the first work dedicated to providing quantitative information on the multi-matrix metabolome of dairy cows with/without clinical mastitis by untargeted (1)H-NMR. Several pathways related to energy metabolism and amino acid metabolism have been highlighted to explain the mechanisms of the changes in the dairy cow metabolome related to clinical mastitis. Our findings are the first to provide an integrated view and better understanding of the metabolic mechanism of clinical mastitis, useful for the development of regulated strategies to improve the metabolic status of mastitic dairy cows. ABSTRACT: Due to huge economic losses to the dairy industry worldwide, mastitis can be considered as one of the most common diseases in dairy cows. This work aimed to study this disease by comparing multiple biological specimens (feces, serum, and urine) from individuals with or without clinical mastitis. This was performed by a single analytical platform, namely (1)H-NMR, through a multi-matrix strategy. Thanks to the high reproducibility of (1)H-NMR, we could characterize 120 molecules across dairy cow feces, serum, and urine. Among them, 23 molecules were in common across the three biofluids. By integrating the results of multi-matrix metabolomics, several pathways pertaining to energy metabolism and amino acid metabolism appeared to be affected by clinical mastitis. The present work wished to deepen the understanding of dairy cow mastitis in its clinical form. Simultaneous analysis of metabolome changes across several key biofluids could facilitate knowledge discovery and the reliable identification of potential biomarkers, which could be, in turn, used to shed light on the early diagnosis of dairy cow mastitis in its subclinical form. MDPI 2023-02-19 /pmc/articles/PMC9952568/ /pubmed/36830529 http://dx.doi.org/10.3390/ani13040741 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, Chenglin
Zhang, Qian
Zhao, Xin
Yang, Zhibo
Yang, Falong
Yang, Yang
Tang, Junni
Laghi, Luca
Metabolomic Analysis of Multiple Biological Specimens (Feces, Serum, and Urine) by (1)H-NMR Spectroscopy from Dairy Cows with Clinical Mastitis
title Metabolomic Analysis of Multiple Biological Specimens (Feces, Serum, and Urine) by (1)H-NMR Spectroscopy from Dairy Cows with Clinical Mastitis
title_full Metabolomic Analysis of Multiple Biological Specimens (Feces, Serum, and Urine) by (1)H-NMR Spectroscopy from Dairy Cows with Clinical Mastitis
title_fullStr Metabolomic Analysis of Multiple Biological Specimens (Feces, Serum, and Urine) by (1)H-NMR Spectroscopy from Dairy Cows with Clinical Mastitis
title_full_unstemmed Metabolomic Analysis of Multiple Biological Specimens (Feces, Serum, and Urine) by (1)H-NMR Spectroscopy from Dairy Cows with Clinical Mastitis
title_short Metabolomic Analysis of Multiple Biological Specimens (Feces, Serum, and Urine) by (1)H-NMR Spectroscopy from Dairy Cows with Clinical Mastitis
title_sort metabolomic analysis of multiple biological specimens (feces, serum, and urine) by (1)h-nmr spectroscopy from dairy cows with clinical mastitis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9952568/
https://www.ncbi.nlm.nih.gov/pubmed/36830529
http://dx.doi.org/10.3390/ani13040741
work_keys_str_mv AT zhuchenglin metabolomicanalysisofmultiplebiologicalspecimensfecesserumandurineby1hnmrspectroscopyfromdairycowswithclinicalmastitis
AT zhangqian metabolomicanalysisofmultiplebiologicalspecimensfecesserumandurineby1hnmrspectroscopyfromdairycowswithclinicalmastitis
AT zhaoxin metabolomicanalysisofmultiplebiologicalspecimensfecesserumandurineby1hnmrspectroscopyfromdairycowswithclinicalmastitis
AT yangzhibo metabolomicanalysisofmultiplebiologicalspecimensfecesserumandurineby1hnmrspectroscopyfromdairycowswithclinicalmastitis
AT yangfalong metabolomicanalysisofmultiplebiologicalspecimensfecesserumandurineby1hnmrspectroscopyfromdairycowswithclinicalmastitis
AT yangyang metabolomicanalysisofmultiplebiologicalspecimensfecesserumandurineby1hnmrspectroscopyfromdairycowswithclinicalmastitis
AT tangjunni metabolomicanalysisofmultiplebiologicalspecimensfecesserumandurineby1hnmrspectroscopyfromdairycowswithclinicalmastitis
AT laghiluca metabolomicanalysisofmultiplebiologicalspecimensfecesserumandurineby1hnmrspectroscopyfromdairycowswithclinicalmastitis