Infrared spectroscopy as an alternative methodology to evaluate the effect of structural features on the physical-chemical properties of inulins
Two types of inulins of different composition were investigated in the glassy and in the crystalline states, at relative humidities within 11 and 97%. The melting and glass transition temperatures (Tm, Tg), and their crystallinity indexes (CI) were determined by modulated differential-scanning calor...
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description | Two types of inulins of different composition were investigated in the glassy and in the crystalline states, at relative humidities within 11 and 97%. The melting and glass transition temperatures (Tm, Tg), and their crystallinity indexes (CI) were determined by modulated differential-scanning calorimetry (MDSC) and wide-angle X-ray scattering (WAXS), respectively. In parallel assays, Fourier transform-infrared spectroscopy (FTIR) coupled to principal component analysis (PCA) enabled a physical-chemical and structural characterization of samples, explaining 90% of the total variance. Finally, partial least square (PLS) models were defined to determine Tg, Tm, and CI directly from the FTIR spectra, using the MDSC and WAXS results as reference methods. In all cases, the mean of predicted values fitted very well those of the reference methods (R2 > 0.961), thus supporting the use of the PLS models to investigate unknown samples. The robustness of the models underlines the usefulness of FTIR to easily determine physical-chemical parameters, otherwise requiring complex preparation of samples and prolonged times of analysis.
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•Two types of inulins were structurally and physically characterized at 11 |
doi_str_mv | 10.1016/j.foodres.2018.04.032 |
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[Display omitted]
•Two types of inulins were structurally and physically characterized at 11<RH<97%•Tm and Tg were determined by modulated differential scanning calorimetry (MDSC)•Their crystallinity indexes were assessed by wide-angle X-ray scattering (WAXS)•FTIR enabled a physical and structural analysis of samples•PCA enabled their grouping according to their structure and physical state•PLS models enabled quantification of physical parameters directly from the spectra.</description><identifier>ISSN: 0963-9969</identifier><identifier>EISSN: 1873-7145</identifier><identifier>DOI: 10.1016/j.foodres.2018.04.032</identifier><identifier>PMID: 29803445</identifier><language>eng</language><publisher>Canada: Elsevier Ltd</publisher><subject>Amorphous and crystalline states ; Differential scanning calorimetry ; Infrared spectroscopy ; Inulin ; Melting temperature X-ray diffraction ; Multivariate analysis</subject><ispartof>Food research international, 2018-07, Vol.109, p.223-231</ispartof><rights>2018 Elsevier Ltd</rights><rights>Copyright © 2018 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c412t-8c1217d4f46105bd8a71c357122e32fa37f85ae0f427a40017acac334b0634393</citedby><cites>FETCH-LOGICAL-c412t-8c1217d4f46105bd8a71c357122e32fa37f85ae0f427a40017acac334b0634393</cites><orcidid>0000-0002-8705-0160 ; 0000-0002-6105-1827</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.foodres.2018.04.032$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,778,782,3539,27911,27912,45982</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29803445$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Romano, Nelson</creatorcontrib><creatorcontrib>Araujo-Andrade, Cuauhtémoc</creatorcontrib><creatorcontrib>Lecot, Javier</creatorcontrib><creatorcontrib>Mobili, Pablo</creatorcontrib><creatorcontrib>Gómez-Zavaglia, Andrea</creatorcontrib><title>Infrared spectroscopy as an alternative methodology to evaluate the effect of structural features on the physical-chemical properties of inulins</title><title>Food research international</title><addtitle>Food Res Int</addtitle><description>Two types of inulins of different composition were investigated in the glassy and in the crystalline states, at relative humidities within 11 and 97%. The melting and glass transition temperatures (Tm, Tg), and their crystallinity indexes (CI) were determined by modulated differential-scanning calorimetry (MDSC) and wide-angle X-ray scattering (WAXS), respectively. In parallel assays, Fourier transform-infrared spectroscopy (FTIR) coupled to principal component analysis (PCA) enabled a physical-chemical and structural characterization of samples, explaining 90% of the total variance. Finally, partial least square (PLS) models were defined to determine Tg, Tm, and CI directly from the FTIR spectra, using the MDSC and WAXS results as reference methods. In all cases, the mean of predicted values fitted very well those of the reference methods (R2 > 0.961), thus supporting the use of the PLS models to investigate unknown samples. The robustness of the models underlines the usefulness of FTIR to easily determine physical-chemical parameters, otherwise requiring complex preparation of samples and prolonged times of analysis.
[Display omitted]
•Two types of inulins were structurally and physically characterized at 11<RH<97%•Tm and Tg were determined by modulated differential scanning calorimetry (MDSC)•Their crystallinity indexes were assessed by wide-angle X-ray scattering (WAXS)•FTIR enabled a physical and structural analysis of samples•PCA enabled their grouping according to their structure and physical state•PLS models enabled quantification of physical parameters directly from the spectra.</description><subject>Amorphous and crystalline states</subject><subject>Differential scanning calorimetry</subject><subject>Infrared spectroscopy</subject><subject>Inulin</subject><subject>Melting temperature X-ray diffraction</subject><subject>Multivariate analysis</subject><issn>0963-9969</issn><issn>1873-7145</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqFkcuO1DAQRS0EYnoenwDykk1C-ZE4WSE0AmakkdgMa8vtlGm3kjjYTkv9F3zyuOmGLauqxbn1uJeQdwxqBqz9uK9dCEPEVHNgXQ2yBsFfkQ3rlKgUk81rsoG-FVXft_0VuU5pDwBto_q35Ir3HQgpmw35_Ti7aCIONC1ocwzJhuVITaJmpmbMGGeT_QHphHkXhjCGn0eaA8WDGVeTkeYdUnSuaGlwNOW42rxGM1KHpjSYaJj_QMvumLw1Y2V3OJ0ausSwYMz-xDjq53X0c7olb5wZE95d6g358fXL8_1D9fT92-P956fKSsZz1VnGmRqkky2DZjt0RjErGsU4R8GdEcp1jUFwkisjAZgy1lgh5BZaIUUvbsiH89xyxa8VU9aTTxbH0cwY1qQ5yBZYz6UqaHNGbbEnRXR6iX4y8agZ6FMYeq8vYehTGBqkLmEU3fvLinU74fBP9df9Anw6A1gePXiMOlmPs8XBx2KoHoL_z4oXXYqhBw</recordid><startdate>201807</startdate><enddate>201807</enddate><creator>Romano, Nelson</creator><creator>Araujo-Andrade, Cuauhtémoc</creator><creator>Lecot, Javier</creator><creator>Mobili, Pablo</creator><creator>Gómez-Zavaglia, Andrea</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-8705-0160</orcidid><orcidid>https://orcid.org/0000-0002-6105-1827</orcidid></search><sort><creationdate>201807</creationdate><title>Infrared spectroscopy as an alternative methodology to evaluate the effect of structural features on the physical-chemical properties of inulins</title><author>Romano, Nelson ; Araujo-Andrade, Cuauhtémoc ; Lecot, Javier ; Mobili, Pablo ; Gómez-Zavaglia, Andrea</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c412t-8c1217d4f46105bd8a71c357122e32fa37f85ae0f427a40017acac334b0634393</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Amorphous and crystalline states</topic><topic>Differential scanning calorimetry</topic><topic>Infrared spectroscopy</topic><topic>Inulin</topic><topic>Melting temperature X-ray diffraction</topic><topic>Multivariate analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Romano, Nelson</creatorcontrib><creatorcontrib>Araujo-Andrade, Cuauhtémoc</creatorcontrib><creatorcontrib>Lecot, Javier</creatorcontrib><creatorcontrib>Mobili, Pablo</creatorcontrib><creatorcontrib>Gómez-Zavaglia, Andrea</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Food research international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Romano, Nelson</au><au>Araujo-Andrade, Cuauhtémoc</au><au>Lecot, Javier</au><au>Mobili, Pablo</au><au>Gómez-Zavaglia, Andrea</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Infrared spectroscopy as an alternative methodology to evaluate the effect of structural features on the physical-chemical properties of inulins</atitle><jtitle>Food research international</jtitle><addtitle>Food Res Int</addtitle><date>2018-07</date><risdate>2018</risdate><volume>109</volume><spage>223</spage><epage>231</epage><pages>223-231</pages><issn>0963-9969</issn><eissn>1873-7145</eissn><abstract>Two types of inulins of different composition were investigated in the glassy and in the crystalline states, at relative humidities within 11 and 97%. The melting and glass transition temperatures (Tm, Tg), and their crystallinity indexes (CI) were determined by modulated differential-scanning calorimetry (MDSC) and wide-angle X-ray scattering (WAXS), respectively. In parallel assays, Fourier transform-infrared spectroscopy (FTIR) coupled to principal component analysis (PCA) enabled a physical-chemical and structural characterization of samples, explaining 90% of the total variance. Finally, partial least square (PLS) models were defined to determine Tg, Tm, and CI directly from the FTIR spectra, using the MDSC and WAXS results as reference methods. In all cases, the mean of predicted values fitted very well those of the reference methods (R2 > 0.961), thus supporting the use of the PLS models to investigate unknown samples. The robustness of the models underlines the usefulness of FTIR to easily determine physical-chemical parameters, otherwise requiring complex preparation of samples and prolonged times of analysis.
[Display omitted]
•Two types of inulins were structurally and physically characterized at 11<RH<97%•Tm and Tg were determined by modulated differential scanning calorimetry (MDSC)•Their crystallinity indexes were assessed by wide-angle X-ray scattering (WAXS)•FTIR enabled a physical and structural analysis of samples•PCA enabled their grouping according to their structure and physical state•PLS models enabled quantification of physical parameters directly from the spectra.</abstract><cop>Canada</cop><pub>Elsevier Ltd</pub><pmid>29803445</pmid><doi>10.1016/j.foodres.2018.04.032</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-8705-0160</orcidid><orcidid>https://orcid.org/0000-0002-6105-1827</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Amorphous and crystalline states Differential scanning calorimetry Infrared spectroscopy Inulin Melting temperature X-ray diffraction Multivariate analysis |
title | Infrared spectroscopy as an alternative methodology to evaluate the effect of structural features on the physical-chemical properties of inulins |
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