Strain selection and scale-up fermentation for FR901379 acylase production by Streptomyces sp. no. 6907

Micafungin (FK463) is a widely used treatment for life-threatening, deep-seated fungal infections. It is an echinocandin-like lipopeptide derived from the chemical modification of deacylated FR901379, a type of lipopeptide antibiotic produced by Coleophoma empetri F-11899. The palmitoyl moiety of FR...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of bioscience and bioengineering 2011-10, Vol.112 (4), p.409-414
Hauptverfasser: Ueda, Satoshi, Kinoshita, Masayoshi, Tanaka, Fumihiro, Tsuboi, Masaru, Shimizu, Shiho, Oohata, Nobutaka, Hino, Motohiro, Yamada, Masato, Isogai, Yasuhiro, Hashimoto, Seiji
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 414
container_issue 4
container_start_page 409
container_title Journal of bioscience and bioengineering
container_volume 112
creator Ueda, Satoshi
Kinoshita, Masayoshi
Tanaka, Fumihiro
Tsuboi, Masaru
Shimizu, Shiho
Oohata, Nobutaka
Hino, Motohiro
Yamada, Masato
Isogai, Yasuhiro
Hashimoto, Seiji
description Micafungin (FK463) is a widely used treatment for life-threatening, deep-seated fungal infections. It is an echinocandin-like lipopeptide derived from the chemical modification of deacylated FR901379, a type of lipopeptide antibiotic produced by Coleophoma empetri F-11899. The palmitoyl moiety of FR901379 is deacylated by FR901379 acylase produced by Streptomyces sp. no. 6907. In this study, our goal was to generate an improved strain of Streptomyces sp. no. 6907 capable of hyperproducing the FR901379-acylase enzyme. To accomplish this goal, modified strains of Streptomyces sp. no. 6907 were generated using UV-irradiation mutagenesis, and strain selection was performed using an agar-plate screening method to efficiently select an acylase-hyperproducing strain. Three marker indices were shown to correlate with elevated acylase production: decreased candidacidal activity of FR901379, decreased proteolytic activity on skim milk, and phenotypic characteristics. Cloning and subsequent sequencing of the acylase gene from the hyperproducing mutant revealed no mutations in either the acylase structural gene or the 5′-flanking region required for gene expression. The growth medium was also modified to maximize acylase production. We successfully increased acylase activity approximately 65-fold, compared with the original growth conditions (wild strain cultured in the original unmodified medium). To minimize formation of excess foam during the fermentation process, we optimized the parameters of agitation speed, as calculated from the discharge flow rate. Using our improved strain and the optimized medium and growth conditions, we have developed an improved and highly reproducible method for stable large-scale production of FR901379-acylase.
doi_str_mv 10.1016/j.jbiosc.2011.06.002
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_902379012</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1389172311002246</els_id><sourcerecordid>902379012</sourcerecordid><originalsourceid>FETCH-LOGICAL-c513t-6a2593b9d62878067e8a4c8cf997f0be7214148e470a2f810428379e2e7604a83</originalsourceid><addsrcrecordid>eNqFkUtv1TAQhSMEoqXwDxB4g7pKmHF8_dggVRUFpEpIlK4tx5lUvsrjYieV7r_HIRfYwcoj-ZtzjuYUxWuECgHl-321b8KUfMUBsQJZAfAnxTnWQpVCcHy6ztqUqHh9VrxIaQ-AChQ-L844qh1XCOfFw90cXRhZop78HKaRubFlybueyuXAOooDjbP79dNNkd18M4C1Msz5Y-8SsUOc2mXbbI4sq9Fhnoajp8TSoWLjVDFpQL0snnWuT_Tq9F4U9zcfv19_Lm-_fvpyfXVb-h3Wcykd35m6Ma3kWmmQirQTXvvOGNVBQ4qjQKFJKHC80wiC65yGOCkJwun6orjcdHOuHwul2Q4heep7N9K0JGuAZx6Q_5fURmdpqUQmxUb6OKUUqbOHGAYXjxbBrl3Yvd26sGsXFqTNXeS1NyeDpRmo_bP0-_gZeHcC3HrwLrrRh_SXE4pnnV3m3m5c5ybrHmJm7u-yk4TVRiJm4sNGUD7tY6Bokw80empDzLXadgr_zvoTxpOvPg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>898837674</pqid></control><display><type>article</type><title>Strain selection and scale-up fermentation for FR901379 acylase production by Streptomyces sp. no. 6907</title><source>MEDLINE</source><source>Elsevier ScienceDirect Journals Complete</source><creator>Ueda, Satoshi ; Kinoshita, Masayoshi ; Tanaka, Fumihiro ; Tsuboi, Masaru ; Shimizu, Shiho ; Oohata, Nobutaka ; Hino, Motohiro ; Yamada, Masato ; Isogai, Yasuhiro ; Hashimoto, Seiji</creator><creatorcontrib>Ueda, Satoshi ; Kinoshita, Masayoshi ; Tanaka, Fumihiro ; Tsuboi, Masaru ; Shimizu, Shiho ; Oohata, Nobutaka ; Hino, Motohiro ; Yamada, Masato ; Isogai, Yasuhiro ; Hashimoto, Seiji</creatorcontrib><description>Micafungin (FK463) is a widely used treatment for life-threatening, deep-seated fungal infections. It is an echinocandin-like lipopeptide derived from the chemical modification of deacylated FR901379, a type of lipopeptide antibiotic produced by Coleophoma empetri F-11899. The palmitoyl moiety of FR901379 is deacylated by FR901379 acylase produced by Streptomyces sp. no. 6907. In this study, our goal was to generate an improved strain of Streptomyces sp. no. 6907 capable of hyperproducing the FR901379-acylase enzyme. To accomplish this goal, modified strains of Streptomyces sp. no. 6907 were generated using UV-irradiation mutagenesis, and strain selection was performed using an agar-plate screening method to efficiently select an acylase-hyperproducing strain. Three marker indices were shown to correlate with elevated acylase production: decreased candidacidal activity of FR901379, decreased proteolytic activity on skim milk, and phenotypic characteristics. Cloning and subsequent sequencing of the acylase gene from the hyperproducing mutant revealed no mutations in either the acylase structural gene or the 5′-flanking region required for gene expression. The growth medium was also modified to maximize acylase production. We successfully increased acylase activity approximately 65-fold, compared with the original growth conditions (wild strain cultured in the original unmodified medium). To minimize formation of excess foam during the fermentation process, we optimized the parameters of agitation speed, as calculated from the discharge flow rate. Using our improved strain and the optimized medium and growth conditions, we have developed an improved and highly reproducible method for stable large-scale production of FR901379-acylase.</description><identifier>ISSN: 1389-1723</identifier><identifier>EISSN: 1347-4421</identifier><identifier>DOI: 10.1016/j.jbiosc.2011.06.002</identifier><identifier>PMID: 21752710</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Agitation ; Amidohydrolases - biosynthesis ; Amidohydrolases - metabolism ; antibiotics ; Antifungal Agents - chemistry ; Antifungal Agents - metabolism ; Bioconversion ; Bioconversions. Hemisynthesis ; Biological and medical sciences ; Biotechnology ; culture media ; Culture Media - chemistry ; Echinocandins - chemistry ; Echinocandins - metabolism ; Fermentation ; foams ; FR901379 acylase ; Fundamental and applied biological sciences. Psychology ; fungi ; gene expression ; Lipopeptides - chemistry ; Lipopeptides - metabolism ; Medium improvement ; Methods. Procedures. Technologies ; micafungin ; Microbial engineering. Fermentation and microbial culture technology ; mutagenesis ; mutants ; Peptides, Cyclic - chemistry ; Peptides, Cyclic - metabolism ; proteolysis ; Scale-up ; screening ; skim milk ; Strain breeding ; Streptomyces ; Streptomyces - classification ; Streptomyces - enzymology ; structural genes</subject><ispartof>Journal of bioscience and bioengineering, 2011-10, Vol.112 (4), p.409-414</ispartof><rights>2011 The Society for Biotechnology, Japan</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2011 The Society for Biotechnology, Japan. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c513t-6a2593b9d62878067e8a4c8cf997f0be7214148e470a2f810428379e2e7604a83</citedby><cites>FETCH-LOGICAL-c513t-6a2593b9d62878067e8a4c8cf997f0be7214148e470a2f810428379e2e7604a83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jbiosc.2011.06.002$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=24720025$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21752710$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ueda, Satoshi</creatorcontrib><creatorcontrib>Kinoshita, Masayoshi</creatorcontrib><creatorcontrib>Tanaka, Fumihiro</creatorcontrib><creatorcontrib>Tsuboi, Masaru</creatorcontrib><creatorcontrib>Shimizu, Shiho</creatorcontrib><creatorcontrib>Oohata, Nobutaka</creatorcontrib><creatorcontrib>Hino, Motohiro</creatorcontrib><creatorcontrib>Yamada, Masato</creatorcontrib><creatorcontrib>Isogai, Yasuhiro</creatorcontrib><creatorcontrib>Hashimoto, Seiji</creatorcontrib><title>Strain selection and scale-up fermentation for FR901379 acylase production by Streptomyces sp. no. 6907</title><title>Journal of bioscience and bioengineering</title><addtitle>J Biosci Bioeng</addtitle><description>Micafungin (FK463) is a widely used treatment for life-threatening, deep-seated fungal infections. It is an echinocandin-like lipopeptide derived from the chemical modification of deacylated FR901379, a type of lipopeptide antibiotic produced by Coleophoma empetri F-11899. The palmitoyl moiety of FR901379 is deacylated by FR901379 acylase produced by Streptomyces sp. no. 6907. In this study, our goal was to generate an improved strain of Streptomyces sp. no. 6907 capable of hyperproducing the FR901379-acylase enzyme. To accomplish this goal, modified strains of Streptomyces sp. no. 6907 were generated using UV-irradiation mutagenesis, and strain selection was performed using an agar-plate screening method to efficiently select an acylase-hyperproducing strain. Three marker indices were shown to correlate with elevated acylase production: decreased candidacidal activity of FR901379, decreased proteolytic activity on skim milk, and phenotypic characteristics. Cloning and subsequent sequencing of the acylase gene from the hyperproducing mutant revealed no mutations in either the acylase structural gene or the 5′-flanking region required for gene expression. The growth medium was also modified to maximize acylase production. We successfully increased acylase activity approximately 65-fold, compared with the original growth conditions (wild strain cultured in the original unmodified medium). To minimize formation of excess foam during the fermentation process, we optimized the parameters of agitation speed, as calculated from the discharge flow rate. Using our improved strain and the optimized medium and growth conditions, we have developed an improved and highly reproducible method for stable large-scale production of FR901379-acylase.</description><subject>Agitation</subject><subject>Amidohydrolases - biosynthesis</subject><subject>Amidohydrolases - metabolism</subject><subject>antibiotics</subject><subject>Antifungal Agents - chemistry</subject><subject>Antifungal Agents - metabolism</subject><subject>Bioconversion</subject><subject>Bioconversions. Hemisynthesis</subject><subject>Biological and medical sciences</subject><subject>Biotechnology</subject><subject>culture media</subject><subject>Culture Media - chemistry</subject><subject>Echinocandins - chemistry</subject><subject>Echinocandins - metabolism</subject><subject>Fermentation</subject><subject>foams</subject><subject>FR901379 acylase</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>fungi</subject><subject>gene expression</subject><subject>Lipopeptides - chemistry</subject><subject>Lipopeptides - metabolism</subject><subject>Medium improvement</subject><subject>Methods. Procedures. Technologies</subject><subject>micafungin</subject><subject>Microbial engineering. Fermentation and microbial culture technology</subject><subject>mutagenesis</subject><subject>mutants</subject><subject>Peptides, Cyclic - chemistry</subject><subject>Peptides, Cyclic - metabolism</subject><subject>proteolysis</subject><subject>Scale-up</subject><subject>screening</subject><subject>skim milk</subject><subject>Strain breeding</subject><subject>Streptomyces</subject><subject>Streptomyces - classification</subject><subject>Streptomyces - enzymology</subject><subject>structural genes</subject><issn>1389-1723</issn><issn>1347-4421</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkUtv1TAQhSMEoqXwDxB4g7pKmHF8_dggVRUFpEpIlK4tx5lUvsrjYieV7r_HIRfYwcoj-ZtzjuYUxWuECgHl-321b8KUfMUBsQJZAfAnxTnWQpVCcHy6ztqUqHh9VrxIaQ-AChQ-L844qh1XCOfFw90cXRhZop78HKaRubFlybueyuXAOooDjbP79dNNkd18M4C1Msz5Y-8SsUOc2mXbbI4sq9Fhnoajp8TSoWLjVDFpQL0snnWuT_Tq9F4U9zcfv19_Lm-_fvpyfXVb-h3Wcykd35m6Ma3kWmmQirQTXvvOGNVBQ4qjQKFJKHC80wiC65yGOCkJwun6orjcdHOuHwul2Q4heep7N9K0JGuAZx6Q_5fURmdpqUQmxUb6OKUUqbOHGAYXjxbBrl3Yvd26sGsXFqTNXeS1NyeDpRmo_bP0-_gZeHcC3HrwLrrRh_SXE4pnnV3m3m5c5ybrHmJm7u-yk4TVRiJm4sNGUD7tY6Bokw80empDzLXadgr_zvoTxpOvPg</recordid><startdate>20111001</startdate><enddate>20111001</enddate><creator>Ueda, Satoshi</creator><creator>Kinoshita, Masayoshi</creator><creator>Tanaka, Fumihiro</creator><creator>Tsuboi, Masaru</creator><creator>Shimizu, Shiho</creator><creator>Oohata, Nobutaka</creator><creator>Hino, Motohiro</creator><creator>Yamada, Masato</creator><creator>Isogai, Yasuhiro</creator><creator>Hashimoto, Seiji</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>FBQ</scope><scope>IQODW</scope><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>7X8</scope><scope>7QL</scope><scope>7QO</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope></search><sort><creationdate>20111001</creationdate><title>Strain selection and scale-up fermentation for FR901379 acylase production by Streptomyces sp. no. 6907</title><author>Ueda, Satoshi ; Kinoshita, Masayoshi ; Tanaka, Fumihiro ; Tsuboi, Masaru ; Shimizu, Shiho ; Oohata, Nobutaka ; Hino, Motohiro ; Yamada, Masato ; Isogai, Yasuhiro ; Hashimoto, Seiji</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c513t-6a2593b9d62878067e8a4c8cf997f0be7214148e470a2f810428379e2e7604a83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Agitation</topic><topic>Amidohydrolases - biosynthesis</topic><topic>Amidohydrolases - metabolism</topic><topic>antibiotics</topic><topic>Antifungal Agents - chemistry</topic><topic>Antifungal Agents - metabolism</topic><topic>Bioconversion</topic><topic>Bioconversions. Hemisynthesis</topic><topic>Biological and medical sciences</topic><topic>Biotechnology</topic><topic>culture media</topic><topic>Culture Media - chemistry</topic><topic>Echinocandins - chemistry</topic><topic>Echinocandins - metabolism</topic><topic>Fermentation</topic><topic>foams</topic><topic>FR901379 acylase</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>fungi</topic><topic>gene expression</topic><topic>Lipopeptides - chemistry</topic><topic>Lipopeptides - metabolism</topic><topic>Medium improvement</topic><topic>Methods. Procedures. Technologies</topic><topic>micafungin</topic><topic>Microbial engineering. Fermentation and microbial culture technology</topic><topic>mutagenesis</topic><topic>mutants</topic><topic>Peptides, Cyclic - chemistry</topic><topic>Peptides, Cyclic - metabolism</topic><topic>proteolysis</topic><topic>Scale-up</topic><topic>screening</topic><topic>skim milk</topic><topic>Strain breeding</topic><topic>Streptomyces</topic><topic>Streptomyces - classification</topic><topic>Streptomyces - enzymology</topic><topic>structural genes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ueda, Satoshi</creatorcontrib><creatorcontrib>Kinoshita, Masayoshi</creatorcontrib><creatorcontrib>Tanaka, Fumihiro</creatorcontrib><creatorcontrib>Tsuboi, Masaru</creatorcontrib><creatorcontrib>Shimizu, Shiho</creatorcontrib><creatorcontrib>Oohata, Nobutaka</creatorcontrib><creatorcontrib>Hino, Motohiro</creatorcontrib><creatorcontrib>Yamada, Masato</creatorcontrib><creatorcontrib>Isogai, Yasuhiro</creatorcontrib><creatorcontrib>Hashimoto, Seiji</creatorcontrib><collection>AGRIS</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Journal of bioscience and bioengineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ueda, Satoshi</au><au>Kinoshita, Masayoshi</au><au>Tanaka, Fumihiro</au><au>Tsuboi, Masaru</au><au>Shimizu, Shiho</au><au>Oohata, Nobutaka</au><au>Hino, Motohiro</au><au>Yamada, Masato</au><au>Isogai, Yasuhiro</au><au>Hashimoto, Seiji</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Strain selection and scale-up fermentation for FR901379 acylase production by Streptomyces sp. no. 6907</atitle><jtitle>Journal of bioscience and bioengineering</jtitle><addtitle>J Biosci Bioeng</addtitle><date>2011-10-01</date><risdate>2011</risdate><volume>112</volume><issue>4</issue><spage>409</spage><epage>414</epage><pages>409-414</pages><issn>1389-1723</issn><eissn>1347-4421</eissn><abstract>Micafungin (FK463) is a widely used treatment for life-threatening, deep-seated fungal infections. It is an echinocandin-like lipopeptide derived from the chemical modification of deacylated FR901379, a type of lipopeptide antibiotic produced by Coleophoma empetri F-11899. The palmitoyl moiety of FR901379 is deacylated by FR901379 acylase produced by Streptomyces sp. no. 6907. In this study, our goal was to generate an improved strain of Streptomyces sp. no. 6907 capable of hyperproducing the FR901379-acylase enzyme. To accomplish this goal, modified strains of Streptomyces sp. no. 6907 were generated using UV-irradiation mutagenesis, and strain selection was performed using an agar-plate screening method to efficiently select an acylase-hyperproducing strain. Three marker indices were shown to correlate with elevated acylase production: decreased candidacidal activity of FR901379, decreased proteolytic activity on skim milk, and phenotypic characteristics. Cloning and subsequent sequencing of the acylase gene from the hyperproducing mutant revealed no mutations in either the acylase structural gene or the 5′-flanking region required for gene expression. The growth medium was also modified to maximize acylase production. We successfully increased acylase activity approximately 65-fold, compared with the original growth conditions (wild strain cultured in the original unmodified medium). To minimize formation of excess foam during the fermentation process, we optimized the parameters of agitation speed, as calculated from the discharge flow rate. Using our improved strain and the optimized medium and growth conditions, we have developed an improved and highly reproducible method for stable large-scale production of FR901379-acylase.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><pmid>21752710</pmid><doi>10.1016/j.jbiosc.2011.06.002</doi><tpages>6</tpages></addata></record>
fulltext fulltext
identifier ISSN: 1389-1723
ispartof Journal of bioscience and bioengineering, 2011-10, Vol.112 (4), p.409-414
issn 1389-1723
1347-4421
language eng
recordid cdi_proquest_miscellaneous_902379012
source MEDLINE; Elsevier ScienceDirect Journals Complete
subjects Agitation
Amidohydrolases - biosynthesis
Amidohydrolases - metabolism
antibiotics
Antifungal Agents - chemistry
Antifungal Agents - metabolism
Bioconversion
Bioconversions. Hemisynthesis
Biological and medical sciences
Biotechnology
culture media
Culture Media - chemistry
Echinocandins - chemistry
Echinocandins - metabolism
Fermentation
foams
FR901379 acylase
Fundamental and applied biological sciences. Psychology
fungi
gene expression
Lipopeptides - chemistry
Lipopeptides - metabolism
Medium improvement
Methods. Procedures. Technologies
micafungin
Microbial engineering. Fermentation and microbial culture technology
mutagenesis
mutants
Peptides, Cyclic - chemistry
Peptides, Cyclic - metabolism
proteolysis
Scale-up
screening
skim milk
Strain breeding
Streptomyces
Streptomyces - classification
Streptomyces - enzymology
structural genes
title Strain selection and scale-up fermentation for FR901379 acylase production by Streptomyces sp. no. 6907
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-24T12%3A48%3A30IST&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=Strain%20selection%20and%20scale-up%20fermentation%20for%20FR901379%20acylase%20production%20by%20Streptomyces%20sp.%20no.%206907&rft.jtitle=Journal%20of%20bioscience%20and%20bioengineering&rft.au=Ueda,%20Satoshi&rft.date=2011-10-01&rft.volume=112&rft.issue=4&rft.spage=409&rft.epage=414&rft.pages=409-414&rft.issn=1389-1723&rft.eissn=1347-4421&rft_id=info:doi/10.1016/j.jbiosc.2011.06.002&rft_dat=%3Cproquest_cross%3E902379012%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=898837674&rft_id=info:pmid/21752710&rft_els_id=S1389172311002246&rfr_iscdi=true