Cargando…

Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk

The current date labeling system for pasteurized milk is based on the predicted growth of spoilage microorganisms, but inherent inaccuracies and the inability to account for environmental factors (e.g., temperature fluctuations) contribute to household and retail food waste. Improved shelf-life esti...

Descripción completa

Detalles Bibliográficos
Autores principales: Edwards, Kara M., Badiger, Aishwarya, Heldman, Dennis R., Klein, Matthias S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8306400/
https://www.ncbi.nlm.nih.gov/pubmed/34202014
http://dx.doi.org/10.3390/metabo11070419
_version_ 1783727800180539392
author Edwards, Kara M.
Badiger, Aishwarya
Heldman, Dennis R.
Klein, Matthias S.
author_facet Edwards, Kara M.
Badiger, Aishwarya
Heldman, Dennis R.
Klein, Matthias S.
author_sort Edwards, Kara M.
collection PubMed
description The current date labeling system for pasteurized milk is based on the predicted growth of spoilage microorganisms, but inherent inaccuracies and the inability to account for environmental factors (e.g., temperature fluctuations) contribute to household and retail food waste. Improved shelf-life estimation can be achieved by monitoring milk quality in real-time. In this study, we identify and quantify metabolites changing over storage temperature and time, the main factors affecting milk stability. Pasteurized 2% fat milk was stored at 4, 10, 15, and 20 °C. Metabolite change was analyzed using untargeted and targeted nuclear magnetic resonance (NMR) metabolomics approaches. Several metabolites correlated significantly to storage time and temperature. Citric acid decreased linearly over time at a temperature-dependent rate. Ethanol, formic acid, acetic acid, lactic acid, and succinic acid increased non-linearly after an initial period of minimal increase. Butyric acid exhibited strong inverse temperature dependencies. This study provides the first analysis of the effect of time and temperature on the concentration of key metabolites during milk storage. Candidate molecules for shelf-life monitoring have been identified, and the results improve our understanding of molecular changes during milk storage. These results will inform the development of real-time shelf-life indicators for milk, helping to reduce milk waste.
format Online
Article
Text
id pubmed-8306400
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-83064002021-07-25 Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk Edwards, Kara M. Badiger, Aishwarya Heldman, Dennis R. Klein, Matthias S. Metabolites Article The current date labeling system for pasteurized milk is based on the predicted growth of spoilage microorganisms, but inherent inaccuracies and the inability to account for environmental factors (e.g., temperature fluctuations) contribute to household and retail food waste. Improved shelf-life estimation can be achieved by monitoring milk quality in real-time. In this study, we identify and quantify metabolites changing over storage temperature and time, the main factors affecting milk stability. Pasteurized 2% fat milk was stored at 4, 10, 15, and 20 °C. Metabolite change was analyzed using untargeted and targeted nuclear magnetic resonance (NMR) metabolomics approaches. Several metabolites correlated significantly to storage time and temperature. Citric acid decreased linearly over time at a temperature-dependent rate. Ethanol, formic acid, acetic acid, lactic acid, and succinic acid increased non-linearly after an initial period of minimal increase. Butyric acid exhibited strong inverse temperature dependencies. This study provides the first analysis of the effect of time and temperature on the concentration of key metabolites during milk storage. Candidate molecules for shelf-life monitoring have been identified, and the results improve our understanding of molecular changes during milk storage. These results will inform the development of real-time shelf-life indicators for milk, helping to reduce milk waste. MDPI 2021-06-25 /pmc/articles/PMC8306400/ /pubmed/34202014 http://dx.doi.org/10.3390/metabo11070419 Text en © 2021 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
Edwards, Kara M.
Badiger, Aishwarya
Heldman, Dennis R.
Klein, Matthias S.
Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk
title Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk
title_full Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk
title_fullStr Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk
title_full_unstemmed Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk
title_short Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk
title_sort metabolomic markers of storage temperature and time in pasteurized milk
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8306400/
https://www.ncbi.nlm.nih.gov/pubmed/34202014
http://dx.doi.org/10.3390/metabo11070419
work_keys_str_mv AT edwardskaram metabolomicmarkersofstoragetemperatureandtimeinpasteurizedmilk
AT badigeraishwarya metabolomicmarkersofstoragetemperatureandtimeinpasteurizedmilk
AT heldmandennisr metabolomicmarkersofstoragetemperatureandtimeinpasteurizedmilk
AT kleinmatthiass metabolomicmarkersofstoragetemperatureandtimeinpasteurizedmilk