Integrated Metabolomics Study of the Milk of Heat-stressed Lactating Dairy Cows
Authors:
Open Access
- 6 April 2016
- journal article
- research article
- Published by Springer Nature in Scientific Reports
- Vol. 6 (1) , 24208
Abstract
Heat stress (HS) damages the global dairy industry by reducing milk yields and quality, harming health, and damaging the reproduction of dairy cows, causing huge economic losses each year. However, an understanding of the physiological mechanism of HS lactating dairy cows remains elusive. Here, a metabolomics study using LC-MS and 1H NMR spectroscopy was performed to analyze the metabolomic differences in the milk between HS-free and HS dairy cows, and discover diagnostic biomarkers and changes in the metabolic pathway. A total of 53 discriminating metabolites were significantly up- or down-regulated in the HS group compared with the HS-free group (P < 0.05). These biomarkers were involved in pathways of carbohydrate, amino acid, lipid, and gut microbiome-derived metabolism. Comparing these potential biomarkers with previously identified HS candidate biomarkers in plasma, significant correlations between the levels of lactate, pyruvate, creatine, acetone, β-hydroxybutyrate, trimethylamine, oleic acid, linoleic acid, lysophosphatidylcholine 16:0, and phosphatidylcholine 42:2 in milk and plasma were found, indicating that the blood-milk barrier became leaky and the levels of these 10 biomarkers in milk can reflect HS-induced metabolomic alterations in blood. These novel findings can support more in-depth research to elucidate the milk-based changes in metabolic pathways in HS lactating dairy cows.Keywords
This publication has 36 references indexed in Scilit:
- Plasma metabolome analysis by integrated ionization rapid‐resolution liquid chromatography/tandem mass spectrometryRapid Communications in Mass Spectrometry, 2013
- Changes in Milk Proteome and Metabolome Associated with Dry Period Length, Energy Balance, and Lactation Stage in Postparturient Dairy CowsJournal of Proteome Research, 2013
- Liquid chromatography quadrupole time-of-flight mass spectrometry characterization of metabolites guided by the METLIN databaseNature Protocols, 2013
- Integrated Ionization Approach for RRLC−MS/MS-based Metabonomics: Finding Potential Biomarkers for Lung CancerJournal of Proteome Research, 2010
- Lysophosphatidylcholine profiling of plasma: discrimination of isomers and discovery of lung cancer biomarkersMetabolomics, 2010
- Pleiotropic effects of negative energy balance in the postpartum dairy cow on splenic gene expression: repercussions for innate and adaptive immunityPhysiological Genomics, 2009
- Metabolomic profiles delineate potential role for sarcosine in prostate cancer progressionNature, 2009
- Metabolic profiling, metabolomic and metabonomic procedures for NMR spectroscopy of urine, plasma, serum and tissue extractsNature Protocols, 2007
- XCMS: Processing Mass Spectrometry Data for Metabolite Profiling Using Nonlinear Peak Alignment, Matching, and IdentificationAnalytical Chemistry, 2006
- Effects of diet on lipolysis and its regulationProceedings of the Nutrition Society, 1992