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Monitoring Turkish white cheese ripening by portable FT-IR spectroscopy
The biochemical metabolism during cheese ripening plays an active role in producing amino acids, organic acids, and fatty acids. Our objective was to evaluate the unique fingerprint-like infrared spectra of the soluble fractions in different solvents (water-based, methanol, and ethanol) of Turkish w...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9940898/ https://www.ncbi.nlm.nih.gov/pubmed/36814504 http://dx.doi.org/10.3389/fnut.2023.1107491 |
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author | Yaman, Hulya Aykas, Didem P. Rodriguez-Saona, Luis E. |
author_facet | Yaman, Hulya Aykas, Didem P. Rodriguez-Saona, Luis E. |
author_sort | Yaman, Hulya |
collection | PubMed |
description | The biochemical metabolism during cheese ripening plays an active role in producing amino acids, organic acids, and fatty acids. Our objective was to evaluate the unique fingerprint-like infrared spectra of the soluble fractions in different solvents (water-based, methanol, and ethanol) of Turkish white cheese for rapid monitoring of cheese composition during ripening. Turkish white cheese samples were produced in a pilot plant scale using a mesophilic culture (Lactococcus lactis subsp. lactis, Lactococcus lactis subsp. cremoris), ripened for 100 days and samples were collected at 20-day intervals for analysis. Three extraction solvents (water, methanol, and ethanol) were selected to obtain soluble cheese fractions. Reference methods included gas chromatography (amino acids and fatty acid profiles), and liquid chromatography (organic acids) were used to obtain the reference results. FT-IR spectra were correlated with chromatographic data using pattern recognition analysis to develop regression and classification predictive models. All models showed a good fit (R(Pre) ≥ 0.91) for predicting the target compounds during cheese ripening. Individual free fatty acids were predicted better in ethanol extracts (0.99 ≥ R(Pre) ≥ 0.93, 1.95 ≥ SEP ≥ 0.38), while organic acids (0.98 ≥ R(Pre) ≥ 0.97, 10.51 ≥ SEP ≥ 0.57) and total free amino acids (R(Pre) = 0.99, SEP = 0.0037) were predicted better by using water-based extracts. Moreover, cheese compounds extracted with methanol provided the best SIMCA classification results in discriminating the different stages of cheese ripening. By using a simple methanolic extraction and collecting spectra with a portable FT-IR device provided a fast, simple, and cost-effective technique to monitor the ripening of white cheese and predict the levels of key compounds that play an important role in the biochemical metabolism of Turkish white cheese. |
format | Online Article Text |
id | pubmed-9940898 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99408982023-02-21 Monitoring Turkish white cheese ripening by portable FT-IR spectroscopy Yaman, Hulya Aykas, Didem P. Rodriguez-Saona, Luis E. Front Nutr Nutrition The biochemical metabolism during cheese ripening plays an active role in producing amino acids, organic acids, and fatty acids. Our objective was to evaluate the unique fingerprint-like infrared spectra of the soluble fractions in different solvents (water-based, methanol, and ethanol) of Turkish white cheese for rapid monitoring of cheese composition during ripening. Turkish white cheese samples were produced in a pilot plant scale using a mesophilic culture (Lactococcus lactis subsp. lactis, Lactococcus lactis subsp. cremoris), ripened for 100 days and samples were collected at 20-day intervals for analysis. Three extraction solvents (water, methanol, and ethanol) were selected to obtain soluble cheese fractions. Reference methods included gas chromatography (amino acids and fatty acid profiles), and liquid chromatography (organic acids) were used to obtain the reference results. FT-IR spectra were correlated with chromatographic data using pattern recognition analysis to develop regression and classification predictive models. All models showed a good fit (R(Pre) ≥ 0.91) for predicting the target compounds during cheese ripening. Individual free fatty acids were predicted better in ethanol extracts (0.99 ≥ R(Pre) ≥ 0.93, 1.95 ≥ SEP ≥ 0.38), while organic acids (0.98 ≥ R(Pre) ≥ 0.97, 10.51 ≥ SEP ≥ 0.57) and total free amino acids (R(Pre) = 0.99, SEP = 0.0037) were predicted better by using water-based extracts. Moreover, cheese compounds extracted with methanol provided the best SIMCA classification results in discriminating the different stages of cheese ripening. By using a simple methanolic extraction and collecting spectra with a portable FT-IR device provided a fast, simple, and cost-effective technique to monitor the ripening of white cheese and predict the levels of key compounds that play an important role in the biochemical metabolism of Turkish white cheese. Frontiers Media S.A. 2023-02-06 /pmc/articles/PMC9940898/ /pubmed/36814504 http://dx.doi.org/10.3389/fnut.2023.1107491 Text en Copyright © 2023 Yaman, Aykas and Rodriguez-Saona. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Nutrition Yaman, Hulya Aykas, Didem P. Rodriguez-Saona, Luis E. Monitoring Turkish white cheese ripening by portable FT-IR spectroscopy |
title | Monitoring Turkish white cheese ripening by portable FT-IR spectroscopy |
title_full | Monitoring Turkish white cheese ripening by portable FT-IR spectroscopy |
title_fullStr | Monitoring Turkish white cheese ripening by portable FT-IR spectroscopy |
title_full_unstemmed | Monitoring Turkish white cheese ripening by portable FT-IR spectroscopy |
title_short | Monitoring Turkish white cheese ripening by portable FT-IR spectroscopy |
title_sort | monitoring turkish white cheese ripening by portable ft-ir spectroscopy |
topic | Nutrition |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9940898/ https://www.ncbi.nlm.nih.gov/pubmed/36814504 http://dx.doi.org/10.3389/fnut.2023.1107491 |
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