Extraction optimization and molecular dynamic simulation of cellulose nanocrystals obtained from bean forage
The structural, energetic, and mechanical characteristics of cellulose were evaluated through molecular dynamic simulation on atomic scale in view of different applications. This research standardized the processing variables for the extraction of cellulose nanocrystals obtained from bean forage; th...
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Veröffentlicht in: | Biocatalysis and agricultural biotechnology 2022-08, Vol.43, p.102443, Article 102443 |
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creator | Judith, Rodríguez-Betancourt Diana Pámanes-Carrasco, Gerardo Antonio Delgado, Efren Rodríguez-Rosales, María Dolores Josefina Medrano-Roldán, Hiram Reyes-Jáquez, Damián |
description | The structural, energetic, and mechanical characteristics of cellulose were evaluated through molecular dynamic simulation on atomic scale in view of different applications. This research standardized the processing variables for the extraction of cellulose nanocrystals obtained from bean forage; the optimal conditions for the alkaline and bleaching treatments were: NaOH 1.75% w/w for 8.5 h with a bleaching time of 1 h at 70 °C with a yield of 25.51%; for the acid treatment the optimal conditions obtained were: H2SO4 at 55% for 30 min at 40 °C; in this case, the optimization was carried out with two responses: yield (60.68%) and crystallinity index (49.36%). The raw material was chemically characterized showing a cellulose content of 45.78 ± 0.888% wt. cellulose, 10.73 ± 0.732% wt. hemicellulose, 5.09 ± 0.753% wt. lignin, and other components. X-ray diffraction indicated changes in the diffraction patterns corresponding to the crystalline and amorphous areas of the cellulose. The percentages of crystallinity obtained with the optimal conditions were: 40.39% after the alkaline treatment, 42.02% after the bleaching treatment, and 49.36% after the acid treatment. Finally, the structure and molecular dynamics of cellulose nanocrystals obtained from bean forage created with Materials Studio 8.0 program were evaluated, in which geometric optimization was carried out applying the Quasi-Newton BFGS method. X-ray diffractograms generated by the program were compared against those obtained experimentally, validating the virtual structure of the nanocrystals by obtaining a similarity of 86%, which would allow exploratory research using molecular dynamics to find possible applications.
[Display omitted]
•Cellulose nanocrystals were isolated from bean forage.•Alkali, bleaching, and acid hydrolysis treatments eliminated the non-cellulosic components.•The optimal conditions of the the extraction increased the crystallinity index from 35.8% to 49.36%.•A similarity of 86% was obtained from both simulated and experimental diffractograms, thus validating the virtual structure.•Nanocrystals obtained from bean forage presents encouraging prospects for exploratory research using molecular simulations. |
doi_str_mv | 10.1016/j.bcab.2022.102443 |
format | Article |
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[Display omitted]
•Cellulose nanocrystals were isolated from bean forage.•Alkali, bleaching, and acid hydrolysis treatments eliminated the non-cellulosic components.•The optimal conditions of the the extraction increased the crystallinity index from 35.8% to 49.36%.•A similarity of 86% was obtained from both simulated and experimental diffractograms, thus validating the virtual structure.•Nanocrystals obtained from bean forage presents encouraging prospects for exploratory research using molecular simulations.</description><identifier>ISSN: 1878-8181</identifier><identifier>EISSN: 1878-8181</identifier><identifier>DOI: 10.1016/j.bcab.2022.102443</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>acid treatment ; agricultural biotechnology ; alkali treatment ; beans ; biocatalysis ; cellulose ; Cellulose nanocrystals ; crystal structure ; Extraction yield ; forage ; hemicellulose ; lignin ; molecular dynamics ; Molecular simulation ; nanocrystals ; Powder diffraction patterns ; raw materials ; X-ray diffraction</subject><ispartof>Biocatalysis and agricultural biotechnology, 2022-08, Vol.43, p.102443, Article 102443</ispartof><rights>2022 The Author(s)</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c307t-9abaa68141543a898782c4b26e32dfa471b823f1d407de85c2ad6cd51ac8398e3</citedby><cites>FETCH-LOGICAL-c307t-9abaa68141543a898782c4b26e32dfa471b823f1d407de85c2ad6cd51ac8398e3</cites><orcidid>0000-0002-6033-8965</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Judith, Rodríguez-Betancourt Diana</creatorcontrib><creatorcontrib>Pámanes-Carrasco, Gerardo Antonio</creatorcontrib><creatorcontrib>Delgado, Efren</creatorcontrib><creatorcontrib>Rodríguez-Rosales, María Dolores Josefina</creatorcontrib><creatorcontrib>Medrano-Roldán, Hiram</creatorcontrib><creatorcontrib>Reyes-Jáquez, Damián</creatorcontrib><title>Extraction optimization and molecular dynamic simulation of cellulose nanocrystals obtained from bean forage</title><title>Biocatalysis and agricultural biotechnology</title><description>The structural, energetic, and mechanical characteristics of cellulose were evaluated through molecular dynamic simulation on atomic scale in view of different applications. This research standardized the processing variables for the extraction of cellulose nanocrystals obtained from bean forage; the optimal conditions for the alkaline and bleaching treatments were: NaOH 1.75% w/w for 8.5 h with a bleaching time of 1 h at 70 °C with a yield of 25.51%; for the acid treatment the optimal conditions obtained were: H2SO4 at 55% for 30 min at 40 °C; in this case, the optimization was carried out with two responses: yield (60.68%) and crystallinity index (49.36%). The raw material was chemically characterized showing a cellulose content of 45.78 ± 0.888% wt. cellulose, 10.73 ± 0.732% wt. hemicellulose, 5.09 ± 0.753% wt. lignin, and other components. X-ray diffraction indicated changes in the diffraction patterns corresponding to the crystalline and amorphous areas of the cellulose. The percentages of crystallinity obtained with the optimal conditions were: 40.39% after the alkaline treatment, 42.02% after the bleaching treatment, and 49.36% after the acid treatment. Finally, the structure and molecular dynamics of cellulose nanocrystals obtained from bean forage created with Materials Studio 8.0 program were evaluated, in which geometric optimization was carried out applying the Quasi-Newton BFGS method. X-ray diffractograms generated by the program were compared against those obtained experimentally, validating the virtual structure of the nanocrystals by obtaining a similarity of 86%, which would allow exploratory research using molecular dynamics to find possible applications.
[Display omitted]
•Cellulose nanocrystals were isolated from bean forage.•Alkali, bleaching, and acid hydrolysis treatments eliminated the non-cellulosic components.•The optimal conditions of the the extraction increased the crystallinity index from 35.8% to 49.36%.•A similarity of 86% was obtained from both simulated and experimental diffractograms, thus validating the virtual structure.•Nanocrystals obtained from bean forage presents encouraging prospects for exploratory research using molecular simulations.</description><subject>acid treatment</subject><subject>agricultural biotechnology</subject><subject>alkali treatment</subject><subject>beans</subject><subject>biocatalysis</subject><subject>cellulose</subject><subject>Cellulose nanocrystals</subject><subject>crystal structure</subject><subject>Extraction yield</subject><subject>forage</subject><subject>hemicellulose</subject><subject>lignin</subject><subject>molecular dynamics</subject><subject>Molecular simulation</subject><subject>nanocrystals</subject><subject>Powder diffraction patterns</subject><subject>raw materials</subject><subject>X-ray diffraction</subject><issn>1878-8181</issn><issn>1878-8181</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9UD1PwzAQtRBIVKV_gMkjS4rtOIkrsaCqfEhILDBbF_uCXCV2sRNE-fUkhIGJG-5L753ePUIuOVtzxsvr_bo2UK8FE2JcCCnzE7LgqlKZ4oqf_unPySqlPRujZIVQckHa3WcfwfQueBoOvevcF_wM4C3tQotmaCFSe_TQOUOT68Z5RjfUYNsObUhIPfhg4jH10CYa6h6cR0ubGDpaI3jahAhveEHOmhGAq9-6JK93u5ftQ_b0fP-4vX3KTM6qPttADVAqLnkhc1CbUb0wshYl5sI2ICteK5E33EpWWVSFEWBLYwsORuUbhfmSXM13DzG8D5h63bk0iQWPYUhaVFzlsirGvCRihpoYUorY6EN0HcSj5kxP7uq9ntzVk7t6dnck3cwkHJ_4cBh1Mg69Qesiml7b4P6jfwMDuoTo</recordid><startdate>202208</startdate><enddate>202208</enddate><creator>Judith, Rodríguez-Betancourt Diana</creator><creator>Pámanes-Carrasco, Gerardo Antonio</creator><creator>Delgado, Efren</creator><creator>Rodríguez-Rosales, María Dolores Josefina</creator><creator>Medrano-Roldán, Hiram</creator><creator>Reyes-Jáquez, Damián</creator><general>Elsevier Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0002-6033-8965</orcidid></search><sort><creationdate>202208</creationdate><title>Extraction optimization and molecular dynamic simulation of cellulose nanocrystals obtained from bean forage</title><author>Judith, Rodríguez-Betancourt Diana ; Pámanes-Carrasco, Gerardo Antonio ; Delgado, Efren ; Rodríguez-Rosales, María Dolores Josefina ; Medrano-Roldán, Hiram ; Reyes-Jáquez, Damián</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c307t-9abaa68141543a898782c4b26e32dfa471b823f1d407de85c2ad6cd51ac8398e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>acid treatment</topic><topic>agricultural biotechnology</topic><topic>alkali treatment</topic><topic>beans</topic><topic>biocatalysis</topic><topic>cellulose</topic><topic>Cellulose nanocrystals</topic><topic>crystal structure</topic><topic>Extraction yield</topic><topic>forage</topic><topic>hemicellulose</topic><topic>lignin</topic><topic>molecular dynamics</topic><topic>Molecular simulation</topic><topic>nanocrystals</topic><topic>Powder diffraction patterns</topic><topic>raw materials</topic><topic>X-ray diffraction</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Judith, Rodríguez-Betancourt Diana</creatorcontrib><creatorcontrib>Pámanes-Carrasco, Gerardo Antonio</creatorcontrib><creatorcontrib>Delgado, Efren</creatorcontrib><creatorcontrib>Rodríguez-Rosales, María Dolores Josefina</creatorcontrib><creatorcontrib>Medrano-Roldán, Hiram</creatorcontrib><creatorcontrib>Reyes-Jáquez, Damián</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Biocatalysis and agricultural biotechnology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Judith, Rodríguez-Betancourt Diana</au><au>Pámanes-Carrasco, Gerardo Antonio</au><au>Delgado, Efren</au><au>Rodríguez-Rosales, María Dolores Josefina</au><au>Medrano-Roldán, Hiram</au><au>Reyes-Jáquez, Damián</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Extraction optimization and molecular dynamic simulation of cellulose nanocrystals obtained from bean forage</atitle><jtitle>Biocatalysis and agricultural biotechnology</jtitle><date>2022-08</date><risdate>2022</risdate><volume>43</volume><spage>102443</spage><pages>102443-</pages><artnum>102443</artnum><issn>1878-8181</issn><eissn>1878-8181</eissn><abstract>The structural, energetic, and mechanical characteristics of cellulose were evaluated through molecular dynamic simulation on atomic scale in view of different applications. This research standardized the processing variables for the extraction of cellulose nanocrystals obtained from bean forage; the optimal conditions for the alkaline and bleaching treatments were: NaOH 1.75% w/w for 8.5 h with a bleaching time of 1 h at 70 °C with a yield of 25.51%; for the acid treatment the optimal conditions obtained were: H2SO4 at 55% for 30 min at 40 °C; in this case, the optimization was carried out with two responses: yield (60.68%) and crystallinity index (49.36%). The raw material was chemically characterized showing a cellulose content of 45.78 ± 0.888% wt. cellulose, 10.73 ± 0.732% wt. hemicellulose, 5.09 ± 0.753% wt. lignin, and other components. X-ray diffraction indicated changes in the diffraction patterns corresponding to the crystalline and amorphous areas of the cellulose. The percentages of crystallinity obtained with the optimal conditions were: 40.39% after the alkaline treatment, 42.02% after the bleaching treatment, and 49.36% after the acid treatment. Finally, the structure and molecular dynamics of cellulose nanocrystals obtained from bean forage created with Materials Studio 8.0 program were evaluated, in which geometric optimization was carried out applying the Quasi-Newton BFGS method. X-ray diffractograms generated by the program were compared against those obtained experimentally, validating the virtual structure of the nanocrystals by obtaining a similarity of 86%, which would allow exploratory research using molecular dynamics to find possible applications.
[Display omitted]
•Cellulose nanocrystals were isolated from bean forage.•Alkali, bleaching, and acid hydrolysis treatments eliminated the non-cellulosic components.•The optimal conditions of the the extraction increased the crystallinity index from 35.8% to 49.36%.•A similarity of 86% was obtained from both simulated and experimental diffractograms, thus validating the virtual structure.•Nanocrystals obtained from bean forage presents encouraging prospects for exploratory research using molecular simulations.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.bcab.2022.102443</doi><orcidid>https://orcid.org/0000-0002-6033-8965</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | acid treatment agricultural biotechnology alkali treatment beans biocatalysis cellulose Cellulose nanocrystals crystal structure Extraction yield forage hemicellulose lignin molecular dynamics Molecular simulation nanocrystals Powder diffraction patterns raw materials X-ray diffraction |
title | Extraction optimization and molecular dynamic simulation of cellulose nanocrystals obtained from bean forage |
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