Literature DB >> 28306241

Development of Chemical Isotope Labeling LC-MS for Milk Metabolomics: Comprehensive and Quantitative Profiling of the Amine/Phenol Submetabolome.

Dorothea Mung1, Liang Li1.   

Abstract

Milk is a complex sample containing a variety of proteins, lipids, and metabolites. Studying the milk metabolome represents an important application of metabolomics in the general area of nutritional research. However, comprehensive and quantitative analysis of milk metabolites is a challenging task due to the wide range of variations in chemical/physical properties and concentrations of these metabolites. We report an analytical workflow for in-depth profiling of the milk metabolome based on chemical isotope labeling (CIL) and liquid chromatography mass spectrometry (LC-MS) with a focus of using dansylation labeling to target the amine/phenol submetabolome. An optimal sample preparation method, including the use of methanol at a 3:1 ratio of solvent to milk for protein precipitation and dichloromethane for lipid removal, was developed to detect and quantify as many metabolites as possible. This workflow was found to be generally applicable to profile milk metabolomes of different species (cow, goat, and human) and types. Results from experimental replicate analysis (n = 5) of 1:1, 2:1, and 1:2 12C-/13C-labeled cow milk samples showed that 95.7%, 94.3%, and 93.2% of peak pairs, respectively, had ratio values within ±50% accuracy range and 90.7%, 92.6%, and 90.8% peak pairs had RSD values of less than 20%. In the metabolomic analysis of 36 samples from different categories of cow milk (brands, batches, and fat percentages) with experimental triplicates, a total of 7104 peak pairs or metabolites could be detected with an average of 4573 ± 505 (n = 108) pairs detected per LC-MS run. Among them, 3820 peak pairs were commonly detected in over 80% of the samples with 70 metabolites positively identified by mass and retention time matches to the dansyl standard library and 2988 pairs with their masses matched to the human metabolome libraries. This unprecedentedly high coverage of the amine/phenol submetabolome illustrates the complexity of the milk metabolome. Since milk and milk products are consumed in large quantities on a daily basis, the intake of these milk metabolites even at low concentrations can be cumulatively high. The high-coverage analysis of the milk metabolome using CIL LC-MS should be very useful in future research involving the study of the effects of these metabolites on human health. It should also be useful in the dairy industry in areas such as improving milk production, developing new processing technologies, developing improved nutritional products, quality control, and milk product authentication.

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Year:  2017        PMID: 28306241     DOI: 10.1021/acs.analchem.6b03737

Source DB:  PubMed          Journal:  Anal Chem        ISSN: 0003-2700            Impact factor:   6.986


  11 in total

1.  Effects of a blend of Saccharomyces cerevisiae-based direct-fed microbial and fermentation products in the diet of newly weaned beef steers: growth performance, whole-blood immune gene expression, serum biochemistry, and plasma metabolome1.

Authors:  James A Adeyemi; David L Harmon; D M Paulus Compart; Ibukun M Ogunade
Journal:  J Anim Sci       Date:  2019-11-04       Impact factor: 3.159

2.  Multi-functional derivatization of amine, hydroxyl, and carboxylate groups for metabolomic investigations of human tissue by electrospray ionization mass spectrometry.

Authors:  Tianjiao Huang; Maria Toro; Richard Lee; Dawn S Hui; James L Edwards
Journal:  Analyst       Date:  2018-06-19       Impact factor: 4.616

3.  Comparative effects of two multispecies direct-fed microbial products on energy status, nutrient digestibility, and ruminal fermentation, bacterial community, and metabolome of beef steers.

Authors:  Ibukun M Ogunade; Megan McCoun; Modoluwamu D Idowu; Sunday O Peters
Journal:  J Anim Sci       Date:  2020-09-01       Impact factor: 3.159

4.  Plasma Carboxyl-Metabolome Is Associated with Average Daily Gain Divergence in Beef Steers.

Authors:  Ibukun Ogunade; Adeoye Oyebade; Bremansu Osa-Andrews; Sunday Peters
Journal:  Animals (Basel)       Date:  2021-01-01       Impact factor: 2.752

5.  Effects of Multi-Species Direct-Fed Microbial Products on Ruminal Metatranscriptome and Carboxyl-Metabolome of Beef Steers.

Authors:  Megan McCoun; Adeoye Oyebade; Zaira M Estrada-Reyes; Andres A Pech-Cervantes; Ibukun M Ogunade
Journal:  Animals (Basel)       Date:  2021-01-02       Impact factor: 2.752

6.  Alteration of the Canine Metabolome After a 3-Week Supplementation of Cannabidiol (CBD) Containing Treats: An Exploratory Study of Healthy Animals.

Authors:  Elizabeth M Morris; Susanna E Kitts-Morgan; Dawn M Spangler; Ibukun M Ogunade; Kyle R McLeod; David L Harmon
Journal:  Front Vet Sci       Date:  2021-07-16

7.  Average daily gain divergence in beef steers is associated with altered plasma metabolome and whole blood immune-related gene expression.

Authors:  Ibukun M Ogunade; Megan McCoun
Journal:  Transl Anim Sci       Date:  2020-05-27

8.  Physicochemical, Spectroscopic, and Chromatographic Analyses in Combination with Chemometrics for the Discrimination of the Geographical Origin of Greek Graviera Cheeses.

Authors:  Kornilia A Vatavali; Ioanna S Kosma; Artemis P Louppis; Anastasia V Badeka; Michael G Kontominas
Journal:  Molecules       Date:  2020-07-31       Impact factor: 4.411

9.  Effects of a blend of Saccharomyces cerevisiae-based direct-fed microbial and fermentation products on plasma carbonyl-metabolome and fecal bacterial community of beef steers.

Authors:  James A Adeyemi; Sunday O Peters; Marcos De Donato; Andres Pech Cervantes; Ibukun M Ogunade
Journal:  J Anim Sci Biotechnol       Date:  2020-02-17

Review 10.  Current Practice in Untargeted Human Milk Metabolomics.

Authors:  Isabel Ten-Doménech; Victoria Ramos-Garcia; José David Piñeiro-Ramos; María Gormaz; Anna Parra-Llorca; Máximo Vento; Julia Kuligowski; Guillermo Quintás
Journal:  Metabolites       Date:  2020-01-22
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