Zinc Oxide Nanoparticles Supported Lipase Immobilization for Biotransformation in Organic Solvents: A Facile Synthesis of Geranyl Acetate, Effect of Operative Variables and Kinetic Study

The present study describes grafting of zinc oxide (ZnO) nanoparticles with polyethyleneimine (PEI) followed by modification with glutraldehyde used as the bridge for binding the enzyme to support. The prepared nanocomposites were then characterized using Fourier transform infrared spectroscopy, the...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Applied biochemistry and biotechnology 2016-04, Vol.178 (8), p.1630-1651
Hauptverfasser: Patel, Vrutika, Shah, Chandani, Deshpande, Milind, Madamwar, Datta
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1651
container_issue 8
container_start_page 1630
container_title Applied biochemistry and biotechnology
container_volume 178
creator Patel, Vrutika
Shah, Chandani
Deshpande, Milind
Madamwar, Datta
description The present study describes grafting of zinc oxide (ZnO) nanoparticles with polyethyleneimine (PEI) followed by modification with glutraldehyde used as the bridge for binding the enzyme to support. The prepared nanocomposites were then characterized using Fourier transform infrared spectroscopy, thermogravimetric analysis, and transmission electron microscopy, utilized for synthesis of geranyl acetate in n-hexane. Among all the three prepared nanocomposites (ZnO + PEI, ZnO + PEI + SAA, ZnO + PEI + GLU), Candida rugosa lipase immobilized on ZnO-PEI-GLU was found to be best for higher ester synthesis. The operating conditions that maximized geranyl acetate resulted in the highest yield of 94 % in 6 h, molar ratio of 0.1:0.4 M (geraniol/vinyl acetate) in the presence of n-hexane as reaction medium. Various kinetic parameters such as V max , K i ( G ) , K m ( G ) , and K m ( VA ) were determined using nonlinear regression analysis for order bi–bi mechanism. The kinetic study showed that reaction followed order bi–bi mechanism with inhibition by geraniol. Activation energy ( E a ) was found to be lower for immobilized lipase (12.31 kJ mol −1 ) than crude lipase (19.04 kJ mol −1 ) indicating better catalytic efficiency of immobilized lipase. Immobilized biocatalyst demonstrated 2.23-fold increased catalytic activity than crude lipase and recycled 20 times. The studies revealed in this work showed a promising perspective of using low-cost nanobiocatalysts to overcome the well-known drawbacks of the chemical-catalyzed route.
doi_str_mv 10.1007/s12010-015-1972-9
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1790967986</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>4046307651</sourcerecordid><originalsourceid>FETCH-LOGICAL-c442t-14e3f2e26647e1c0ba064dce8b56b2a63d99560b09b3ddf65902d0502061fd253</originalsourceid><addsrcrecordid>eNqNksFu1DAURSMEoqXwAWyQJTYsCDw7iR2zG6q2VIyYxQALNpFjvxRXiR1sp2L4NL4OD1MQQkJiZcv33Gtb7xbFYwovKIB4GSkDCiXQpqRSsFLeKY5p08gSmKR3i2NgoioZa-VR8SDGawDK2kbcL44YF7Vksjouvn-yTpPNV2uQvFPOzyokq0eMZLvMsw8JDVnbWUUkl9PkezvabypZ78jgA3ltfQrKxbyfDqfWkU24Us5qsvXjDboUX5EVOVfajki2O5c-Y7SR-IFcYLbuRrLSmFTC5-RsGFCnvbSZs5bsDZKPKljV79-jnCFvrcO0j06L2T0s7g1qjPjodj0pPpyfvT99U643F5enq3Wp65qlktZYDQwZ57VAqqFXwGujse0b3jPFKyNlw6EH2VfGDLyRwAw0wIDTwbCmOimeHXLn4L8sGFM32ahxHJVDv8SOCgmSC9ny_0BbUQsmWsjo07_Qa78Elz_yk4KK5xlmih4oHXyMAYduDnZSYddR6PYd6A4d6HIHun0HOpk9T26Tl35C89vxa-gZYAcgZsldYfjj6n-m_gB0kb32</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1787036291</pqid></control><display><type>article</type><title>Zinc Oxide Nanoparticles Supported Lipase Immobilization for Biotransformation in Organic Solvents: A Facile Synthesis of Geranyl Acetate, Effect of Operative Variables and Kinetic Study</title><source>MEDLINE</source><source>SpringerLink Journals - AutoHoldings</source><creator>Patel, Vrutika ; Shah, Chandani ; Deshpande, Milind ; Madamwar, Datta</creator><creatorcontrib>Patel, Vrutika ; Shah, Chandani ; Deshpande, Milind ; Madamwar, Datta</creatorcontrib><description>The present study describes grafting of zinc oxide (ZnO) nanoparticles with polyethyleneimine (PEI) followed by modification with glutraldehyde used as the bridge for binding the enzyme to support. The prepared nanocomposites were then characterized using Fourier transform infrared spectroscopy, thermogravimetric analysis, and transmission electron microscopy, utilized for synthesis of geranyl acetate in n-hexane. Among all the three prepared nanocomposites (ZnO + PEI, ZnO + PEI + SAA, ZnO + PEI + GLU), Candida rugosa lipase immobilized on ZnO-PEI-GLU was found to be best for higher ester synthesis. The operating conditions that maximized geranyl acetate resulted in the highest yield of 94 % in 6 h, molar ratio of 0.1:0.4 M (geraniol/vinyl acetate) in the presence of n-hexane as reaction medium. Various kinetic parameters such as V max , K i ( G ) , K m ( G ) , and K m ( VA ) were determined using nonlinear regression analysis for order bi–bi mechanism. The kinetic study showed that reaction followed order bi–bi mechanism with inhibition by geraniol. Activation energy ( E a ) was found to be lower for immobilized lipase (12.31 kJ mol −1 ) than crude lipase (19.04 kJ mol −1 ) indicating better catalytic efficiency of immobilized lipase. Immobilized biocatalyst demonstrated 2.23-fold increased catalytic activity than crude lipase and recycled 20 times. The studies revealed in this work showed a promising perspective of using low-cost nanobiocatalysts to overcome the well-known drawbacks of the chemical-catalyzed route.</description><identifier>ISSN: 0273-2289</identifier><identifier>EISSN: 1559-0291</identifier><identifier>DOI: 10.1007/s12010-015-1972-9</identifier><identifier>PMID: 26749293</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Acetates - chemical synthesis ; Acetates - chemistry ; Biochemistry ; Biotechnology ; Biotransformation ; Candida - enzymology ; Candida rugosa ; Catalysis ; Chemistry ; Chemistry and Materials Science ; Enzymes - chemistry ; Enzymes, Immobilized - chemistry ; Fourier transforms ; Infrared spectroscopy ; Kinetics ; Lipase - chemistry ; Nanoparticles ; Nanoparticles - chemistry ; Organic solvents ; Regression analysis ; Solvents ; Solvents - chemistry ; Studies ; Terpenes - chemical synthesis ; Terpenes - chemistry ; Zinc Oxide - chemistry ; Zinc oxides</subject><ispartof>Applied biochemistry and biotechnology, 2016-04, Vol.178 (8), p.1630-1651</ispartof><rights>Springer Science+Business Media New York 2016</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c442t-14e3f2e26647e1c0ba064dce8b56b2a63d99560b09b3ddf65902d0502061fd253</citedby><cites>FETCH-LOGICAL-c442t-14e3f2e26647e1c0ba064dce8b56b2a63d99560b09b3ddf65902d0502061fd253</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12010-015-1972-9$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12010-015-1972-9$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26749293$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Patel, Vrutika</creatorcontrib><creatorcontrib>Shah, Chandani</creatorcontrib><creatorcontrib>Deshpande, Milind</creatorcontrib><creatorcontrib>Madamwar, Datta</creatorcontrib><title>Zinc Oxide Nanoparticles Supported Lipase Immobilization for Biotransformation in Organic Solvents: A Facile Synthesis of Geranyl Acetate, Effect of Operative Variables and Kinetic Study</title><title>Applied biochemistry and biotechnology</title><addtitle>Appl Biochem Biotechnol</addtitle><addtitle>Appl Biochem Biotechnol</addtitle><description>The present study describes grafting of zinc oxide (ZnO) nanoparticles with polyethyleneimine (PEI) followed by modification with glutraldehyde used as the bridge for binding the enzyme to support. The prepared nanocomposites were then characterized using Fourier transform infrared spectroscopy, thermogravimetric analysis, and transmission electron microscopy, utilized for synthesis of geranyl acetate in n-hexane. Among all the three prepared nanocomposites (ZnO + PEI, ZnO + PEI + SAA, ZnO + PEI + GLU), Candida rugosa lipase immobilized on ZnO-PEI-GLU was found to be best for higher ester synthesis. The operating conditions that maximized geranyl acetate resulted in the highest yield of 94 % in 6 h, molar ratio of 0.1:0.4 M (geraniol/vinyl acetate) in the presence of n-hexane as reaction medium. Various kinetic parameters such as V max , K i ( G ) , K m ( G ) , and K m ( VA ) were determined using nonlinear regression analysis for order bi–bi mechanism. The kinetic study showed that reaction followed order bi–bi mechanism with inhibition by geraniol. Activation energy ( E a ) was found to be lower for immobilized lipase (12.31 kJ mol −1 ) than crude lipase (19.04 kJ mol −1 ) indicating better catalytic efficiency of immobilized lipase. Immobilized biocatalyst demonstrated 2.23-fold increased catalytic activity than crude lipase and recycled 20 times. The studies revealed in this work showed a promising perspective of using low-cost nanobiocatalysts to overcome the well-known drawbacks of the chemical-catalyzed route.</description><subject>Acetates - chemical synthesis</subject><subject>Acetates - chemistry</subject><subject>Biochemistry</subject><subject>Biotechnology</subject><subject>Biotransformation</subject><subject>Candida - enzymology</subject><subject>Candida rugosa</subject><subject>Catalysis</subject><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Enzymes - chemistry</subject><subject>Enzymes, Immobilized - chemistry</subject><subject>Fourier transforms</subject><subject>Infrared spectroscopy</subject><subject>Kinetics</subject><subject>Lipase - chemistry</subject><subject>Nanoparticles</subject><subject>Nanoparticles - chemistry</subject><subject>Organic solvents</subject><subject>Regression analysis</subject><subject>Solvents</subject><subject>Solvents - chemistry</subject><subject>Studies</subject><subject>Terpenes - chemical synthesis</subject><subject>Terpenes - chemistry</subject><subject>Zinc Oxide - chemistry</subject><subject>Zinc oxides</subject><issn>0273-2289</issn><issn>1559-0291</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqNksFu1DAURSMEoqXwAWyQJTYsCDw7iR2zG6q2VIyYxQALNpFjvxRXiR1sp2L4NL4OD1MQQkJiZcv33Gtb7xbFYwovKIB4GSkDCiXQpqRSsFLeKY5p08gSmKR3i2NgoioZa-VR8SDGawDK2kbcL44YF7Vksjouvn-yTpPNV2uQvFPOzyokq0eMZLvMsw8JDVnbWUUkl9PkezvabypZ78jgA3ltfQrKxbyfDqfWkU24Us5qsvXjDboUX5EVOVfajki2O5c-Y7SR-IFcYLbuRrLSmFTC5-RsGFCnvbSZs5bsDZKPKljV79-jnCFvrcO0j06L2T0s7g1qjPjodj0pPpyfvT99U643F5enq3Wp65qlktZYDQwZ57VAqqFXwGujse0b3jPFKyNlw6EH2VfGDLyRwAw0wIDTwbCmOimeHXLn4L8sGFM32ahxHJVDv8SOCgmSC9ny_0BbUQsmWsjo07_Qa78Elz_yk4KK5xlmih4oHXyMAYduDnZSYddR6PYd6A4d6HIHun0HOpk9T26Tl35C89vxa-gZYAcgZsldYfjj6n-m_gB0kb32</recordid><startdate>20160401</startdate><enddate>20160401</enddate><creator>Patel, Vrutika</creator><creator>Shah, Chandani</creator><creator>Deshpande, Milind</creator><creator>Madamwar, Datta</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7ST</scope><scope>7T7</scope><scope>7TM</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>RC3</scope><scope>SOI</scope><scope>7X8</scope><scope>7QO</scope></search><sort><creationdate>20160401</creationdate><title>Zinc Oxide Nanoparticles Supported Lipase Immobilization for Biotransformation in Organic Solvents: A Facile Synthesis of Geranyl Acetate, Effect of Operative Variables and Kinetic Study</title><author>Patel, Vrutika ; Shah, Chandani ; Deshpande, Milind ; Madamwar, Datta</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c442t-14e3f2e26647e1c0ba064dce8b56b2a63d99560b09b3ddf65902d0502061fd253</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Acetates - chemical synthesis</topic><topic>Acetates - chemistry</topic><topic>Biochemistry</topic><topic>Biotechnology</topic><topic>Biotransformation</topic><topic>Candida - enzymology</topic><topic>Candida rugosa</topic><topic>Catalysis</topic><topic>Chemistry</topic><topic>Chemistry and Materials Science</topic><topic>Enzymes - chemistry</topic><topic>Enzymes, Immobilized - chemistry</topic><topic>Fourier transforms</topic><topic>Infrared spectroscopy</topic><topic>Kinetics</topic><topic>Lipase - chemistry</topic><topic>Nanoparticles</topic><topic>Nanoparticles - chemistry</topic><topic>Organic solvents</topic><topic>Regression analysis</topic><topic>Solvents</topic><topic>Solvents - chemistry</topic><topic>Studies</topic><topic>Terpenes - chemical synthesis</topic><topic>Terpenes - chemistry</topic><topic>Zinc Oxide - chemistry</topic><topic>Zinc oxides</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Patel, Vrutika</creatorcontrib><creatorcontrib>Shah, Chandani</creatorcontrib><creatorcontrib>Deshpande, Milind</creatorcontrib><creatorcontrib>Madamwar, Datta</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Nucleic Acids Abstracts</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>Environment Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><jtitle>Applied biochemistry and biotechnology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Patel, Vrutika</au><au>Shah, Chandani</au><au>Deshpande, Milind</au><au>Madamwar, Datta</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Zinc Oxide Nanoparticles Supported Lipase Immobilization for Biotransformation in Organic Solvents: A Facile Synthesis of Geranyl Acetate, Effect of Operative Variables and Kinetic Study</atitle><jtitle>Applied biochemistry and biotechnology</jtitle><stitle>Appl Biochem Biotechnol</stitle><addtitle>Appl Biochem Biotechnol</addtitle><date>2016-04-01</date><risdate>2016</risdate><volume>178</volume><issue>8</issue><spage>1630</spage><epage>1651</epage><pages>1630-1651</pages><issn>0273-2289</issn><eissn>1559-0291</eissn><abstract>The present study describes grafting of zinc oxide (ZnO) nanoparticles with polyethyleneimine (PEI) followed by modification with glutraldehyde used as the bridge for binding the enzyme to support. The prepared nanocomposites were then characterized using Fourier transform infrared spectroscopy, thermogravimetric analysis, and transmission electron microscopy, utilized for synthesis of geranyl acetate in n-hexane. Among all the three prepared nanocomposites (ZnO + PEI, ZnO + PEI + SAA, ZnO + PEI + GLU), Candida rugosa lipase immobilized on ZnO-PEI-GLU was found to be best for higher ester synthesis. The operating conditions that maximized geranyl acetate resulted in the highest yield of 94 % in 6 h, molar ratio of 0.1:0.4 M (geraniol/vinyl acetate) in the presence of n-hexane as reaction medium. Various kinetic parameters such as V max , K i ( G ) , K m ( G ) , and K m ( VA ) were determined using nonlinear regression analysis for order bi–bi mechanism. The kinetic study showed that reaction followed order bi–bi mechanism with inhibition by geraniol. Activation energy ( E a ) was found to be lower for immobilized lipase (12.31 kJ mol −1 ) than crude lipase (19.04 kJ mol −1 ) indicating better catalytic efficiency of immobilized lipase. Immobilized biocatalyst demonstrated 2.23-fold increased catalytic activity than crude lipase and recycled 20 times. The studies revealed in this work showed a promising perspective of using low-cost nanobiocatalysts to overcome the well-known drawbacks of the chemical-catalyzed route.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>26749293</pmid><doi>10.1007/s12010-015-1972-9</doi><tpages>22</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0273-2289
ispartof Applied biochemistry and biotechnology, 2016-04, Vol.178 (8), p.1630-1651
issn 0273-2289
1559-0291
language eng
recordid cdi_proquest_miscellaneous_1790967986
source MEDLINE; SpringerLink Journals - AutoHoldings
subjects Acetates - chemical synthesis
Acetates - chemistry
Biochemistry
Biotechnology
Biotransformation
Candida - enzymology
Candida rugosa
Catalysis
Chemistry
Chemistry and Materials Science
Enzymes - chemistry
Enzymes, Immobilized - chemistry
Fourier transforms
Infrared spectroscopy
Kinetics
Lipase - chemistry
Nanoparticles
Nanoparticles - chemistry
Organic solvents
Regression analysis
Solvents
Solvents - chemistry
Studies
Terpenes - chemical synthesis
Terpenes - chemistry
Zinc Oxide - chemistry
Zinc oxides
title Zinc Oxide Nanoparticles Supported Lipase Immobilization for Biotransformation in Organic Solvents: A Facile Synthesis of Geranyl Acetate, Effect of Operative Variables and Kinetic Study
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-19T09%3A57%3A16IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Zinc%20Oxide%20Nanoparticles%20Supported%20Lipase%20Immobilization%20for%20Biotransformation%20in%20Organic%20Solvents:%20A%20Facile%20Synthesis%20of%20Geranyl%20Acetate,%20Effect%20of%20Operative%20Variables%20and%20Kinetic%20Study&rft.jtitle=Applied%20biochemistry%20and%20biotechnology&rft.au=Patel,%20Vrutika&rft.date=2016-04-01&rft.volume=178&rft.issue=8&rft.spage=1630&rft.epage=1651&rft.pages=1630-1651&rft.issn=0273-2289&rft.eissn=1559-0291&rft_id=info:doi/10.1007/s12010-015-1972-9&rft_dat=%3Cproquest_cross%3E4046307651%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1787036291&rft_id=info:pmid/26749293&rfr_iscdi=true