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
Hauptverfasser: Judith, Rodríguez-Betancourt Diana, Pámanes-Carrasco, Gerardo Antonio, Delgado, Efren, Rodríguez-Rosales, María Dolores Josefina, Medrano-Roldán, Hiram, Reyes-Jáquez, Damián
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container_issue
container_start_page 102443
container_title Biocatalysis and agricultural biotechnology
container_volume 43
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
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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><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 ; 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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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1878-8181
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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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