Fourier-transform infrared imaging and multivariate analysis for direct identification of principal polysaccharides in brown seaweeds
[Display omitted] •Evaluation of FTIR imaging for brown seaweed chemical characterization.•Nondestructive characterization of main polysaccharides in Macrocystis pyrifera.•Microscopic location of main polysaccharides in different structures of M. pyrifera.•Improving selectivity of FTIR imaging by MC...
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Veröffentlicht in: | Carbohydrate polymers 2020-02, Vol.230, p.115561-115561, Article 115561 |
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creator | Beratto-Ramos, Angelo Agurto-Muñoz, Cristian Pablo Vargas-Montalba, Juan Castillo, Rosario del P. |
description | [Display omitted]
•Evaluation of FTIR imaging for brown seaweed chemical characterization.•Nondestructive characterization of main polysaccharides in Macrocystis pyrifera.•Microscopic location of main polysaccharides in different structures of M. pyrifera.•Improving selectivity of FTIR imaging by MCR-ALS for calculus of M/G ratio.•Differentiation of two types of fucoidans in Macrocystis pyrifera analysis.
The current hydrocolloid industry requires new techniques for biomass characterization, which can quickly and ecologically characterize contained sugars. This work proposes the use of Fourier Transform Infrared microspectroscopy in combination with multivariate methods, to localize and identify the main carbohydrates and other components present in fresh brown seaweeds, avoiding time-consuming samples pre-treatments. Infrared images of Macrocystis pyrifera samples were analyzed by Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS) and Principal Component Analysis (PCA) as chemometrics techniques to identify the compounds. MCR-ALS was the best strategy, delivering pure spectra of chemical compound that PCA did not. The carbohydrates identified by this method were 1-3-β-glucans divided into endofibers and laminarin; two types of fucoidans (rich in fucose or mannuronic acid), alginate and mannitol, besides other compounds such as proteins. This technique represents an opportunity for the hydrocolloid industry for a modern, rapid and environmentally-friendly characterization of macroalgal biomass to enhance its use. |
doi_str_mv | 10.1016/j.carbpol.2019.115561 |
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•Evaluation of FTIR imaging for brown seaweed chemical characterization.•Nondestructive characterization of main polysaccharides in Macrocystis pyrifera.•Microscopic location of main polysaccharides in different structures of M. pyrifera.•Improving selectivity of FTIR imaging by MCR-ALS for calculus of M/G ratio.•Differentiation of two types of fucoidans in Macrocystis pyrifera analysis.
The current hydrocolloid industry requires new techniques for biomass characterization, which can quickly and ecologically characterize contained sugars. This work proposes the use of Fourier Transform Infrared microspectroscopy in combination with multivariate methods, to localize and identify the main carbohydrates and other components present in fresh brown seaweeds, avoiding time-consuming samples pre-treatments. Infrared images of Macrocystis pyrifera samples were analyzed by Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS) and Principal Component Analysis (PCA) as chemometrics techniques to identify the compounds. MCR-ALS was the best strategy, delivering pure spectra of chemical compound that PCA did not. The carbohydrates identified by this method were 1-3-β-glucans divided into endofibers and laminarin; two types of fucoidans (rich in fucose or mannuronic acid), alginate and mannitol, besides other compounds such as proteins. This technique represents an opportunity for the hydrocolloid industry for a modern, rapid and environmentally-friendly characterization of macroalgal biomass to enhance its use.</description><identifier>ISSN: 0144-8617</identifier><identifier>EISSN: 1879-1344</identifier><identifier>DOI: 10.1016/j.carbpol.2019.115561</identifier><identifier>PMID: 31887876</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Alginates ; Brown seaweeds ; FTIR imaging ; Fucoidans ; Macrocystis pyrifera</subject><ispartof>Carbohydrate polymers, 2020-02, Vol.230, p.115561-115561, Article 115561</ispartof><rights>2019 Elsevier Ltd</rights><rights>Copyright © 2019 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c402t-d80258f17928c1e5fbbdaf72a54e0085ca2ebaf1c02a64d9cfd483109424e0493</citedby><cites>FETCH-LOGICAL-c402t-d80258f17928c1e5fbbdaf72a54e0085ca2ebaf1c02a64d9cfd483109424e0493</cites><orcidid>0000-0002-8314-7651</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0144861719312299$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31887876$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Beratto-Ramos, Angelo</creatorcontrib><creatorcontrib>Agurto-Muñoz, Cristian</creatorcontrib><creatorcontrib>Pablo Vargas-Montalba, Juan</creatorcontrib><creatorcontrib>Castillo, Rosario del P.</creatorcontrib><title>Fourier-transform infrared imaging and multivariate analysis for direct identification of principal polysaccharides in brown seaweeds</title><title>Carbohydrate polymers</title><addtitle>Carbohydr Polym</addtitle><description>[Display omitted]
•Evaluation of FTIR imaging for brown seaweed chemical characterization.•Nondestructive characterization of main polysaccharides in Macrocystis pyrifera.•Microscopic location of main polysaccharides in different structures of M. pyrifera.•Improving selectivity of FTIR imaging by MCR-ALS for calculus of M/G ratio.•Differentiation of two types of fucoidans in Macrocystis pyrifera analysis.
The current hydrocolloid industry requires new techniques for biomass characterization, which can quickly and ecologically characterize contained sugars. This work proposes the use of Fourier Transform Infrared microspectroscopy in combination with multivariate methods, to localize and identify the main carbohydrates and other components present in fresh brown seaweeds, avoiding time-consuming samples pre-treatments. Infrared images of Macrocystis pyrifera samples were analyzed by Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS) and Principal Component Analysis (PCA) as chemometrics techniques to identify the compounds. MCR-ALS was the best strategy, delivering pure spectra of chemical compound that PCA did not. The carbohydrates identified by this method were 1-3-β-glucans divided into endofibers and laminarin; two types of fucoidans (rich in fucose or mannuronic acid), alginate and mannitol, besides other compounds such as proteins. This technique represents an opportunity for the hydrocolloid industry for a modern, rapid and environmentally-friendly characterization of macroalgal biomass to enhance its use.</description><subject>Alginates</subject><subject>Brown seaweeds</subject><subject>FTIR imaging</subject><subject>Fucoidans</subject><subject>Macrocystis pyrifera</subject><issn>0144-8617</issn><issn>1879-1344</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNqFkUFv1DAQhS0EotvCTwD5yCWLx3ES54RQ1UKlSlzgbE3scfEqiRc7abU_gP-Nqyxc8cWS9T2_mfcYewdiDwLaj4e9xTQc47iXAvo9QNO08ILtQHd9BbVSL9lOgFKVbqG7YJc5H0Q5LYjX7KIGrTvdtTv2-zauKVCqloRz9jFNPMw-YSLHw4QPYX7gODs-reMSHjEFXKg84HjKIfPCcxcS2YUHR_MSfLC4hDjz6PkxhdmGI468THnKaO3PoneUiwMfUnyaeSZ8InL5DXvlccz09nxfsR-3N9-vv1b3377cXX--r6wScqmcFrLRHrpeagvU-GFw6DuJjSIhdGNR0oAerJDYKtdb75SuQfRKFkD19RX7sP17TPHXSnkxU8iWxhFnims2sq6hlXWnuoI2G2pTzDmRN2WfCdPJgDDPDZiDOTdgnhswWwNF9_5ssQ4TuX-qv5EX4NMGUFn0sURvsg00W9qCNC6G_1j8AZcmnbw</recordid><startdate>20200215</startdate><enddate>20200215</enddate><creator>Beratto-Ramos, Angelo</creator><creator>Agurto-Muñoz, Cristian</creator><creator>Pablo Vargas-Montalba, Juan</creator><creator>Castillo, Rosario del P.</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-8314-7651</orcidid></search><sort><creationdate>20200215</creationdate><title>Fourier-transform infrared imaging and multivariate analysis for direct identification of principal polysaccharides in brown seaweeds</title><author>Beratto-Ramos, Angelo ; Agurto-Muñoz, Cristian ; Pablo Vargas-Montalba, Juan ; Castillo, Rosario del P.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c402t-d80258f17928c1e5fbbdaf72a54e0085ca2ebaf1c02a64d9cfd483109424e0493</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Alginates</topic><topic>Brown seaweeds</topic><topic>FTIR imaging</topic><topic>Fucoidans</topic><topic>Macrocystis pyrifera</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Beratto-Ramos, Angelo</creatorcontrib><creatorcontrib>Agurto-Muñoz, Cristian</creatorcontrib><creatorcontrib>Pablo Vargas-Montalba, Juan</creatorcontrib><creatorcontrib>Castillo, Rosario del P.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Carbohydrate polymers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Beratto-Ramos, Angelo</au><au>Agurto-Muñoz, Cristian</au><au>Pablo Vargas-Montalba, Juan</au><au>Castillo, Rosario del P.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Fourier-transform infrared imaging and multivariate analysis for direct identification of principal polysaccharides in brown seaweeds</atitle><jtitle>Carbohydrate polymers</jtitle><addtitle>Carbohydr Polym</addtitle><date>2020-02-15</date><risdate>2020</risdate><volume>230</volume><spage>115561</spage><epage>115561</epage><pages>115561-115561</pages><artnum>115561</artnum><issn>0144-8617</issn><eissn>1879-1344</eissn><abstract>[Display omitted]
•Evaluation of FTIR imaging for brown seaweed chemical characterization.•Nondestructive characterization of main polysaccharides in Macrocystis pyrifera.•Microscopic location of main polysaccharides in different structures of M. pyrifera.•Improving selectivity of FTIR imaging by MCR-ALS for calculus of M/G ratio.•Differentiation of two types of fucoidans in Macrocystis pyrifera analysis.
The current hydrocolloid industry requires new techniques for biomass characterization, which can quickly and ecologically characterize contained sugars. This work proposes the use of Fourier Transform Infrared microspectroscopy in combination with multivariate methods, to localize and identify the main carbohydrates and other components present in fresh brown seaweeds, avoiding time-consuming samples pre-treatments. Infrared images of Macrocystis pyrifera samples were analyzed by Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS) and Principal Component Analysis (PCA) as chemometrics techniques to identify the compounds. MCR-ALS was the best strategy, delivering pure spectra of chemical compound that PCA did not. The carbohydrates identified by this method were 1-3-β-glucans divided into endofibers and laminarin; two types of fucoidans (rich in fucose or mannuronic acid), alginate and mannitol, besides other compounds such as proteins. This technique represents an opportunity for the hydrocolloid industry for a modern, rapid and environmentally-friendly characterization of macroalgal biomass to enhance its use.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>31887876</pmid><doi>10.1016/j.carbpol.2019.115561</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-8314-7651</orcidid></addata></record> |
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subjects | Alginates Brown seaweeds FTIR imaging Fucoidans Macrocystis pyrifera |
title | Fourier-transform infrared imaging and multivariate analysis for direct identification of principal polysaccharides in brown seaweeds |
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