An Untargeted Metabolomics Investigation of Milk from Dairy Cows with Clinical Mastitis by 1H-NMR

被引:22
作者
Zhu, Chenglin [1 ]
Tang, Kaiwei [1 ]
Lu, Xuan [1 ]
Tang, Junni [1 ]
Laghi, Luca [2 ]
机构
[1] Southwest Minzu Univ, Coll Food Sci & Technol, Chengdu 610041, Peoples R China
[2] Univ Bologna, Dept Agrofood Sci & Technol, I-47521 Cesena, Italy
关键词
milk; mastitis; metabolome; H-1-NMR; pathway analysis; NUCLEAR-MAGNETIC-RESONANCE; SOMATIC-CELL COUNT; INTRAMAMMARY INFECTION; MASS-SPECTROMETRY; METABOLITE PROFILE; BOVINE-MILK; REVEALS; SERUM;
D O I
10.3390/foods10081707
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Mastitis is one of the diseases with the highest incidence in dairy cows, causing huge economic losses to the dairy industry all over the world. The aim of the study was to characterize mastitic milk metabolome through untargeted nuclear magnetic resonance spectroscopy (H-1-NMR). Taking advantage of the high reproducibility of H-1-NMR, we had the opportunity to provide quantitative information for all the metabolites identified. Fifty-four molecules were characterized, sorted mainly into the chemical groups, namely amino acids, peptides and analogues, carbohydrates and derivates, organic acids and derivates, nucleosides, nucleotides and analogues. Combined with serum metabolomic investigations, several pathways were addressed to explain the mechanisms of milk metabolome variation affected by clinical mastitis, such as tricarboxylic acid cycle (TCA cycle) and phenylalanine, tyrosine and tryptophan biosynthesis. These results provide a further understanding of milk metabolome altered by clinical mastitis, which can be used as a reference for the further milk metabolome investigations.
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页数:10
相关论文
共 42 条
[1]  
[Anonymous], 2011, R: A Language and Environment for Statistical Computing, V1
[2]   Pathogen-dependent induction of cytokines and other soluble inflammatory mediators during intramammary infection of dairy cows [J].
Bannerman, D. D. .
JOURNAL OF ANIMAL SCIENCE, 2009, 87 (13) :10-25
[3]   Metabolomics of tracheal wash samples and exhaled breath condensates in healthy horses and horses affected by equine asthma [J].
Bazzano, Marilena ;
Laghi, Luca ;
Zhu, Chenglin ;
Magi, Gian Enrico ;
Serri, Evelina ;
Spaterna, Andrea ;
Tesei, Beniamino ;
Laus, Fulvio .
JOURNAL OF BREATH RESEARCH, 2018, 12 (04)
[4]   Milk microbiome signatures of subclinical mastitis-affected cattle analysed by shotgun sequencing [J].
Bhatt, V. D. ;
Ahir, V. B. ;
Koringa, P. G. ;
Jakhesara, S. J. ;
Rank, D. N. ;
Nauriyal, D. S. ;
Kunjadia, A. P. ;
Joshi, C. G. .
JOURNAL OF APPLIED MICROBIOLOGY, 2012, 112 (04) :639-650
[5]   Characterization of the biochemical variability of bovine milk using metabolomics [J].
Boudonck, Kurt J. ;
Mitchell, Matthew W. ;
Wulff, Jacob ;
Ryals, John A. .
METABOLOMICS, 2009, 5 (04) :375-386
[6]   AN ANALYSIS OF TRANSFORMATIONS [J].
BOX, GEP ;
COX, DR .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1964, 26 (02) :211-252
[7]  
Brown B., 1992, BIOCHEM EDUC, V20, P186, DOI [10.1016/0307-4412(92)90079-2, DOI 10.1016/0307-4412(92)90079-2]
[8]   MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis [J].
Chong, Jasmine ;
Soufan, Othman ;
Li, Carin ;
Caraus, Iurie ;
Li, Shuzhao ;
Bourque, Guillaume ;
Wishart, David S. ;
Xia, Jianguo .
NUCLEIC ACIDS RESEARCH, 2018, 46 (W1) :W486-W494
[9]   ACUTE PHASE RESPONSE AND MASTITIS IN THE COW [J].
CONNER, JG ;
ECKERSALL, PD ;
DOHERTY, M ;
DOUGLAS, TA .
RESEARCH IN VETERINARY SCIENCE, 1986, 41 (01) :126-128
[10]   Milk L-lactate concentration is increased during mastitis [J].
Davis, SR ;
Farr, VC ;
Prosser, CG ;
Nicholas, GD ;
Turner, SA ;
Lee, J ;
Hart, AL .
JOURNAL OF DAIRY RESEARCH, 2004, 71 (02) :175-181