Evaluation of sample preparation methods for NMR-based metabolomics of cow milk

The quality of milk metabolome analyzed by nuclear magnetic resonance (NMR) is greatly influenced by the way samples are prepared. Although this analytical method is increasingly used to study milk metabolites, a thorough examination of available sample preparation protocols for milk has not been re...

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Main Authors: Bénédict Yanibada, Hamid Boudra, Laurent Debrauwer, Cécile Martin, Diego P. Morgavi, Cécile Canlet
Format: Article
Language:English
Published: Elsevier 2018-10-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844018315706
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spelling doaj-4b3d62bd83a84700b7cd0ef134f1988f2020-11-25T02:02:23ZengElsevierHeliyon2405-84402018-10-01410e00856Evaluation of sample preparation methods for NMR-based metabolomics of cow milkBénédict Yanibada0Hamid Boudra1Laurent Debrauwer2Cécile Martin3Diego P. Morgavi4Cécile Canlet5Université Clermont Auvergne, INRA, VetAgro Sup, UMR Herbivores, F-63122, Saint-Genès-Champanelle, FranceUniversité Clermont Auvergne, INRA, VetAgro Sup, UMR Herbivores, F-63122, Saint-Genès-Champanelle, France; Corresponding author.Toxalim, Research Centre in Food Toxicology, Université de Toulouse, INRA, ENVT, INP-Purpan, UPS, F-31027, Toulouse, France; Axiom Platform, MetaToul-MetaboHUB, National Infrastructure for Metabolomics and Fluxomics, F-31027, Toulouse, FranceUniversité Clermont Auvergne, INRA, VetAgro Sup, UMR Herbivores, F-63122, Saint-Genès-Champanelle, FranceUniversité Clermont Auvergne, INRA, VetAgro Sup, UMR Herbivores, F-63122, Saint-Genès-Champanelle, FranceToxalim, Research Centre in Food Toxicology, Université de Toulouse, INRA, ENVT, INP-Purpan, UPS, F-31027, Toulouse, France; Axiom Platform, MetaToul-MetaboHUB, National Infrastructure for Metabolomics and Fluxomics, F-31027, Toulouse, FranceThe quality of milk metabolome analyzed by nuclear magnetic resonance (NMR) is greatly influenced by the way samples are prepared. Although this analytical method is increasingly used to study milk metabolites, a thorough examination of available sample preparation protocols for milk has not been reported yet. We evaluated the performance of eight milk preparation methods namely (1) raw milk without any processing; (2) skimmed milk; (3) ultrafiltered milk; (4) skimming followed by ultrafiltration; (5) ultracentrifuged milk; (6) methanol; (7) dichloromethane; and (8) methanol/dichloromethane, in terms of spectra quality, repeatability, signal-to-noise ratio, extraction efficiency and yield criteria. A pooled sample of milk was used for all protocols. Skimming, ultracentrifugation and unprocessed milk protocols showed poor NMR spectra quality. Protocols involving multiple steps, namely methanol/dichloromethane extraction, and skimming followed by ultrafiltration produced inadequate results for signal-to-noise ratio parameter. Methanol and skimming associated to ultrafiltration provided good repeatability results compared to the other protocols. Chemical-based sample preparation protocols, particularly methanol, showed more efficient metabolite extraction compared to physical preparation methods. When considering all evaluation parameters, the methanol extraction protocol proved to be the best method. As a proof of utility, methanol protocol was then applied to milk samples from dairy cows fed a diet with or without a feed additive, showing a clear separation between the two groups of cows.http://www.sciencedirect.com/science/article/pii/S2405844018315706NutritionFood analysisAnalytical chemistry
collection DOAJ
language English
format Article
sources DOAJ
author Bénédict Yanibada
Hamid Boudra
Laurent Debrauwer
Cécile Martin
Diego P. Morgavi
Cécile Canlet
spellingShingle Bénédict Yanibada
Hamid Boudra
Laurent Debrauwer
Cécile Martin
Diego P. Morgavi
Cécile Canlet
Evaluation of sample preparation methods for NMR-based metabolomics of cow milk
Heliyon
Nutrition
Food analysis
Analytical chemistry
author_facet Bénédict Yanibada
Hamid Boudra
Laurent Debrauwer
Cécile Martin
Diego P. Morgavi
Cécile Canlet
author_sort Bénédict Yanibada
title Evaluation of sample preparation methods for NMR-based metabolomics of cow milk
title_short Evaluation of sample preparation methods for NMR-based metabolomics of cow milk
title_full Evaluation of sample preparation methods for NMR-based metabolomics of cow milk
title_fullStr Evaluation of sample preparation methods for NMR-based metabolomics of cow milk
title_full_unstemmed Evaluation of sample preparation methods for NMR-based metabolomics of cow milk
title_sort evaluation of sample preparation methods for nmr-based metabolomics of cow milk
publisher Elsevier
series Heliyon
issn 2405-8440
publishDate 2018-10-01
description The quality of milk metabolome analyzed by nuclear magnetic resonance (NMR) is greatly influenced by the way samples are prepared. Although this analytical method is increasingly used to study milk metabolites, a thorough examination of available sample preparation protocols for milk has not been reported yet. We evaluated the performance of eight milk preparation methods namely (1) raw milk without any processing; (2) skimmed milk; (3) ultrafiltered milk; (4) skimming followed by ultrafiltration; (5) ultracentrifuged milk; (6) methanol; (7) dichloromethane; and (8) methanol/dichloromethane, in terms of spectra quality, repeatability, signal-to-noise ratio, extraction efficiency and yield criteria. A pooled sample of milk was used for all protocols. Skimming, ultracentrifugation and unprocessed milk protocols showed poor NMR spectra quality. Protocols involving multiple steps, namely methanol/dichloromethane extraction, and skimming followed by ultrafiltration produced inadequate results for signal-to-noise ratio parameter. Methanol and skimming associated to ultrafiltration provided good repeatability results compared to the other protocols. Chemical-based sample preparation protocols, particularly methanol, showed more efficient metabolite extraction compared to physical preparation methods. When considering all evaluation parameters, the methanol extraction protocol proved to be the best method. As a proof of utility, methanol protocol was then applied to milk samples from dairy cows fed a diet with or without a feed additive, showing a clear separation between the two groups of cows.
topic Nutrition
Food analysis
Analytical chemistry
url http://www.sciencedirect.com/science/article/pii/S2405844018315706
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