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Non-invasive Raman spectroscopy for time-resolved in-line lipidomics
Oil-producing yeast cells are a valuable alternative source for palm oil production and, hence, may be one important piece of the puzzle for a more sustainable future. To achieve a high-quality product, the lipid composition inside oil-producing yeast cells is a crucial parameter for effective proce...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society of Chemistry
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9038134/ https://www.ncbi.nlm.nih.gov/pubmed/35478569 http://dx.doi.org/10.1039/d1ra04254h |
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author | Wieland, Karin Masri, Mahmoud von Poschinger, Jeremy Brück, Thomas Haisch, Christoph |
author_facet | Wieland, Karin Masri, Mahmoud von Poschinger, Jeremy Brück, Thomas Haisch, Christoph |
author_sort | Wieland, Karin |
collection | PubMed |
description | Oil-producing yeast cells are a valuable alternative source for palm oil production and, hence, may be one important piece of the puzzle for a more sustainable future. To achieve a high-quality product, the lipid composition inside oil-producing yeast cells is a crucial parameter for effective process control. Typically, the lipid composition is determined by off-line gas chromatography. A faster, less cumbersome approach is proposed here, by using non-invasive in-line Raman spectroscopy. A fed-batch fermentation of C. oleaginosus – a well-known oleaginous yeast – is used as model experiment to highlight the potential of Raman spectroscopy for in-line lipidomics. The temporal progression of biomass formation, lipid production and glucose consumption are determined based on PLS-regression models allowing process-relevant information on time to be accessed. Additionally, Gaussian curve fitting was applied to extract increasing and decreasing trends of saturated and unsaturated fatty acids produced by C. oleaginosus throughout the fermentation process. |
format | Online Article Text |
id | pubmed-9038134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society of Chemistry |
record_format | MEDLINE/PubMed |
spelling | pubmed-90381342022-04-26 Non-invasive Raman spectroscopy for time-resolved in-line lipidomics Wieland, Karin Masri, Mahmoud von Poschinger, Jeremy Brück, Thomas Haisch, Christoph RSC Adv Chemistry Oil-producing yeast cells are a valuable alternative source for palm oil production and, hence, may be one important piece of the puzzle for a more sustainable future. To achieve a high-quality product, the lipid composition inside oil-producing yeast cells is a crucial parameter for effective process control. Typically, the lipid composition is determined by off-line gas chromatography. A faster, less cumbersome approach is proposed here, by using non-invasive in-line Raman spectroscopy. A fed-batch fermentation of C. oleaginosus – a well-known oleaginous yeast – is used as model experiment to highlight the potential of Raman spectroscopy for in-line lipidomics. The temporal progression of biomass formation, lipid production and glucose consumption are determined based on PLS-regression models allowing process-relevant information on time to be accessed. Additionally, Gaussian curve fitting was applied to extract increasing and decreasing trends of saturated and unsaturated fatty acids produced by C. oleaginosus throughout the fermentation process. The Royal Society of Chemistry 2021-08-24 /pmc/articles/PMC9038134/ /pubmed/35478569 http://dx.doi.org/10.1039/d1ra04254h Text en This journal is © The Royal Society of Chemistry https://creativecommons.org/licenses/by-nc/3.0/ |
spellingShingle | Chemistry Wieland, Karin Masri, Mahmoud von Poschinger, Jeremy Brück, Thomas Haisch, Christoph Non-invasive Raman spectroscopy for time-resolved in-line lipidomics |
title | Non-invasive Raman spectroscopy for time-resolved in-line lipidomics |
title_full | Non-invasive Raman spectroscopy for time-resolved in-line lipidomics |
title_fullStr | Non-invasive Raman spectroscopy for time-resolved in-line lipidomics |
title_full_unstemmed | Non-invasive Raman spectroscopy for time-resolved in-line lipidomics |
title_short | Non-invasive Raman spectroscopy for time-resolved in-line lipidomics |
title_sort | non-invasive raman spectroscopy for time-resolved in-line lipidomics |
topic | Chemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9038134/ https://www.ncbi.nlm.nih.gov/pubmed/35478569 http://dx.doi.org/10.1039/d1ra04254h |
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