Rapid and accurate determination of protein content in North Atlantic seaweed by NIR and FTIR spectroscopies

Seaweed is considered a potentially sustainable source of protein for human consumption, and rapid, accurate methods for determining seaweed protein contents are needed. Seaweeds contain substances which interfere with common protein estimation methods however. The present study compares the Lowry a...

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Published in:Food Chemistry
Main Authors: Niemi, Calle, Mortensen, Agnes Mols, Rautenberger, Ralf, Matsson, Sanna, Gorzsás, András, Gentili, Francesco G.
Format: Article in Journal/Newspaper
Language:English
Published: Umeå universitet, Kemiska institutionen 2023
Subjects:
NIR
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-213592
https://doi.org/10.1016/j.foodchem.2022.134700
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spelling ftumeauniv:oai:DiVA.org:umu-213592 2023-10-09T21:54:00+02:00 Rapid and accurate determination of protein content in North Atlantic seaweed by NIR and FTIR spectroscopies Niemi, Calle Mortensen, Agnes Mols Rautenberger, Ralf Matsson, Sanna Gorzsás, András Gentili, Francesco G. 2023 application/pdf http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-213592 https://doi.org/10.1016/j.foodchem.2022.134700 eng eng Umeå universitet, Kemiska institutionen Department of Forest Biomaterials and Technology, Swedish University of Agricultural Sciences, Umeå, Sweden TARI – Faroe Seaweed, Tórshavn, Faroe Islands Department of Algae Production, Norwegian Institute of Bioeconomy Research (NIBIO), Bodø, Norway Møreforsking AS, Ålesund, Norway Food Chemistry, 0308-8146, 2023, 404, orcid:0000-0002-2298-8844 http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-213592 doi:10.1016/j.foodchem.2022.134700 PMID 36279781 ISI:000930583100001 Scopus 2-s2.0-85140336412 info:eu-repo/semantics/openAccess FTIR NIR Protein Seaweed Spectroscopy Food Science Livsmedelsvetenskap Article in journal info:eu-repo/semantics/article text 2023 ftumeauniv https://doi.org/10.1016/j.foodchem.2022.134700 2023-09-22T14:01:05Z Seaweed is considered a potentially sustainable source of protein for human consumption, and rapid, accurate methods for determining seaweed protein contents are needed. Seaweeds contain substances which interfere with common protein estimation methods however. The present study compares the Lowry and BCA protein assays and protein determination by N-ratios to more novel spectroscopic methods. Linear regression of the height or the integrated area under the Amide II band of diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) was used to predict seaweed protein with good prediction performance. Partial least squares regression (PLSR) was performed on both DRIFTS and near-infrared (NIR) spectra, with even higher prediction accuracy. Spectroscopy performed similar to or better than the calculated N-ratio of 4.14 for protein prediction. These spectral prediction methods require minimal sample preparation and chemical use, and are easy to perform, making them environmentally sustainable and economically viable for rapid estimation of seaweed protein. Article in Journal/Newspaper North Atlantic Umeå University: Publications (DiVA) Lowry ENVELOPE(-64.150,-64.150,-84.550,-84.550) Food Chemistry 404 134700
institution Open Polar
collection Umeå University: Publications (DiVA)
op_collection_id ftumeauniv
language English
topic FTIR
NIR
Protein
Seaweed
Spectroscopy
Food Science
Livsmedelsvetenskap
spellingShingle FTIR
NIR
Protein
Seaweed
Spectroscopy
Food Science
Livsmedelsvetenskap
Niemi, Calle
Mortensen, Agnes Mols
Rautenberger, Ralf
Matsson, Sanna
Gorzsás, András
Gentili, Francesco G.
Rapid and accurate determination of protein content in North Atlantic seaweed by NIR and FTIR spectroscopies
topic_facet FTIR
NIR
Protein
Seaweed
Spectroscopy
Food Science
Livsmedelsvetenskap
description Seaweed is considered a potentially sustainable source of protein for human consumption, and rapid, accurate methods for determining seaweed protein contents are needed. Seaweeds contain substances which interfere with common protein estimation methods however. The present study compares the Lowry and BCA protein assays and protein determination by N-ratios to more novel spectroscopic methods. Linear regression of the height or the integrated area under the Amide II band of diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) was used to predict seaweed protein with good prediction performance. Partial least squares regression (PLSR) was performed on both DRIFTS and near-infrared (NIR) spectra, with even higher prediction accuracy. Spectroscopy performed similar to or better than the calculated N-ratio of 4.14 for protein prediction. These spectral prediction methods require minimal sample preparation and chemical use, and are easy to perform, making them environmentally sustainable and economically viable for rapid estimation of seaweed protein.
format Article in Journal/Newspaper
author Niemi, Calle
Mortensen, Agnes Mols
Rautenberger, Ralf
Matsson, Sanna
Gorzsás, András
Gentili, Francesco G.
author_facet Niemi, Calle
Mortensen, Agnes Mols
Rautenberger, Ralf
Matsson, Sanna
Gorzsás, András
Gentili, Francesco G.
author_sort Niemi, Calle
title Rapid and accurate determination of protein content in North Atlantic seaweed by NIR and FTIR spectroscopies
title_short Rapid and accurate determination of protein content in North Atlantic seaweed by NIR and FTIR spectroscopies
title_full Rapid and accurate determination of protein content in North Atlantic seaweed by NIR and FTIR spectroscopies
title_fullStr Rapid and accurate determination of protein content in North Atlantic seaweed by NIR and FTIR spectroscopies
title_full_unstemmed Rapid and accurate determination of protein content in North Atlantic seaweed by NIR and FTIR spectroscopies
title_sort rapid and accurate determination of protein content in north atlantic seaweed by nir and ftir spectroscopies
publisher Umeå universitet, Kemiska institutionen
publishDate 2023
url http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-213592
https://doi.org/10.1016/j.foodchem.2022.134700
long_lat ENVELOPE(-64.150,-64.150,-84.550,-84.550)
geographic Lowry
geographic_facet Lowry
genre North Atlantic
genre_facet North Atlantic
op_relation Food Chemistry, 0308-8146, 2023, 404,
orcid:0000-0002-2298-8844
http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-213592
doi:10.1016/j.foodchem.2022.134700
PMID 36279781
ISI:000930583100001
Scopus 2-s2.0-85140336412
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1016/j.foodchem.2022.134700
container_title Food Chemistry
container_volume 404
container_start_page 134700
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