Quantitative and qualitative saccharide analysis of North Atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy

Brown seaweeds contain a variety of saccharides which have potential industrial uses. The most abundant polysaccharide in brown seaweed is typically alginate, consisting of mannuronic (M) and guluronic acid (G). The ratio of these residues fundamentally determines the physicochemical properties of a...

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Published in:International Journal of Biological Macromolecules
Main Authors: Niemi, Calle, Takahashi, Junko, Gorzsás, András, Gentili, Francesco G.
Format: Article in Journal/Newspaper
Language:English
Published: Umeå universitet, Kemiska institutionen 2024
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-219754
https://doi.org/10.1016/j.ijbiomac.2023.127870
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spelling ftumeauniv:oai:DiVA.org:umu-219754 2024-02-11T10:06:10+01:00 Quantitative and qualitative saccharide analysis of North Atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy Niemi, Calle Takahashi, Junko Gorzsás, András Gentili, Francesco G. 2024 application/pdf http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-219754 https://doi.org/10.1016/j.ijbiomac.2023.127870 eng eng Umeå universitet, Kemiska institutionen Department of Forest Biomaterials and Technology, Swedish University of Agricultural Sciences, Umeå, Sweden Department of Forest Genetics and Plant Physiology, Umeå Plant Science Centre, Swedish University of Agricultural Sciences, Umeå, Sweden International Journal of Biological Macromolecules, 0141-8130, 2024, 254, orcid:0000-0002-2298-8844 http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-219754 doi:10.1016/j.ijbiomac.2023.127870 PMID 37967607 ISI:001120565300001 Scopus 2-s2.0-85181751462 info:eu-repo/semantics/openAccess Alginate FTIR GC/MS MG ratio North Atlantic brown seaweed Renewable Bioenergy Research Förnyelsebar bioenergi Organic Chemistry Organisk kemi Article in journal info:eu-repo/semantics/article text 2024 ftumeauniv https://doi.org/10.1016/j.ijbiomac.2023.127870 2024-01-24T23:36:24Z Brown seaweeds contain a variety of saccharides which have potential industrial uses. The most abundant polysaccharide in brown seaweed is typically alginate, consisting of mannuronic (M) and guluronic acid (G). The ratio of these residues fundamentally determines the physicochemical properties of alginate. In the present study, gas chromatography/mass spectrometry (GC/MS) was used to give a detailed breakdown of the monosaccharide species in North Atlantic brown seaweeds. The anthrone method was used for determination of crystalline cellulose. The experimental data was used to calibrate multivariate prediction models for estimation of total carbohydrates, crystalline cellulose, total alginate and alginate M/G ratio directly in dried, brown seaweed using three types of infrared spectroscopy, using relative error (RE) as a measure of predictive accuracy. Diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) performed well for the estimation of total alginate (RE = 0.12, R2 = 0.82), and attenuated total reflectance (ATR) showed good prediction of M/G ratio (RE = 0.14, R2 = 0.86). Both DRIFTS, ATR and near infrared (NIR) were unable to predict crystalline cellulose and only DRIFTS performed better in determining total carbohydrates. Multivariate spectral analysis is a promising method for easy and rapid characterization of alginate and M/G ratio in seaweed. Article in Journal/Newspaper North Atlantic Umeå University: Publications (DiVA) International Journal of Biological Macromolecules 254 127870
institution Open Polar
collection Umeå University: Publications (DiVA)
op_collection_id ftumeauniv
language English
topic Alginate
FTIR
GC/MS
MG ratio
North Atlantic brown seaweed
Renewable Bioenergy Research
Förnyelsebar bioenergi
Organic Chemistry
Organisk kemi
spellingShingle Alginate
FTIR
GC/MS
MG ratio
North Atlantic brown seaweed
Renewable Bioenergy Research
Förnyelsebar bioenergi
Organic Chemistry
Organisk kemi
Niemi, Calle
Takahashi, Junko
Gorzsás, András
Gentili, Francesco G.
Quantitative and qualitative saccharide analysis of North Atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy
topic_facet Alginate
FTIR
GC/MS
MG ratio
North Atlantic brown seaweed
Renewable Bioenergy Research
Förnyelsebar bioenergi
Organic Chemistry
Organisk kemi
description Brown seaweeds contain a variety of saccharides which have potential industrial uses. The most abundant polysaccharide in brown seaweed is typically alginate, consisting of mannuronic (M) and guluronic acid (G). The ratio of these residues fundamentally determines the physicochemical properties of alginate. In the present study, gas chromatography/mass spectrometry (GC/MS) was used to give a detailed breakdown of the monosaccharide species in North Atlantic brown seaweeds. The anthrone method was used for determination of crystalline cellulose. The experimental data was used to calibrate multivariate prediction models for estimation of total carbohydrates, crystalline cellulose, total alginate and alginate M/G ratio directly in dried, brown seaweed using three types of infrared spectroscopy, using relative error (RE) as a measure of predictive accuracy. Diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) performed well for the estimation of total alginate (RE = 0.12, R2 = 0.82), and attenuated total reflectance (ATR) showed good prediction of M/G ratio (RE = 0.14, R2 = 0.86). Both DRIFTS, ATR and near infrared (NIR) were unable to predict crystalline cellulose and only DRIFTS performed better in determining total carbohydrates. Multivariate spectral analysis is a promising method for easy and rapid characterization of alginate and M/G ratio in seaweed.
format Article in Journal/Newspaper
author Niemi, Calle
Takahashi, Junko
Gorzsás, András
Gentili, Francesco G.
author_facet Niemi, Calle
Takahashi, Junko
Gorzsás, András
Gentili, Francesco G.
author_sort Niemi, Calle
title Quantitative and qualitative saccharide analysis of North Atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy
title_short Quantitative and qualitative saccharide analysis of North Atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy
title_full Quantitative and qualitative saccharide analysis of North Atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy
title_fullStr Quantitative and qualitative saccharide analysis of North Atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy
title_full_unstemmed Quantitative and qualitative saccharide analysis of North Atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy
title_sort quantitative and qualitative saccharide analysis of north atlantic brown seaweed by gas chromatography/mass spectrometry and infrared spectroscopy
publisher Umeå universitet, Kemiska institutionen
publishDate 2024
url http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-219754
https://doi.org/10.1016/j.ijbiomac.2023.127870
genre North Atlantic
genre_facet North Atlantic
op_relation International Journal of Biological Macromolecules, 0141-8130, 2024, 254,
orcid:0000-0002-2298-8844
http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-219754
doi:10.1016/j.ijbiomac.2023.127870
PMID 37967607
ISI:001120565300001
Scopus 2-s2.0-85181751462
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1016/j.ijbiomac.2023.127870
container_title International Journal of Biological Macromolecules
container_volume 254
container_start_page 127870
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