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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Language: | English |
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Umeå universitet, Kemiska institutionen
2023
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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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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 |
_version_ |
1779317411838689280 |