Optimization of theoretical maximal quantity of cells to immobilize on solid supports in the rational design of immobilized derivatives strategy
Current worldwide challenges are to increase the food production and decrease the environmental contamination by industrial emissions. For this, bacteria can produce plant growth promoter phytohormones and mediate the bioremediation of sewage by heavy metals removal. We developed a Rational Design o...
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Veröffentlicht in: | World journal of microbiology & biotechnology 2021-01, Vol.37 (1), p.9-9, Article 9 |
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creator | Castillo-Alfonso, Freddy Rojas, Marcia M. Salgado-Bernal, Irina Carballo, María E. Olivares-Hernández, Roberto González-Bacerio, Jorge Guisán, José M. del Monte-Martínez, Alberto |
description | Current worldwide challenges are to increase the food production and decrease the environmental contamination by industrial emissions. For this, bacteria can produce plant growth promoter phytohormones and mediate the bioremediation of sewage by heavy metals removal. We developed a Rational Design of Immobilized Derivatives (RDID) strategy, applicable for protein, spore and cell immobilization and implemented in the
RDID
1.0
software. In this work, we propose new algorithms to optimize the theoretical maximal quantity of cells to immobilize (
tMQ
Cell
) on solid supports, implemented in the
RDID
Cell
software. The main modifications to the preexisting algorithms are related to the sphere packing theory and exclusive immobilization on the support surface. We experimentally validated the new
tMQ
Cell
parameter by electrostatic immobilization of ten microbial strains on AMBERJET
®
4200 Cl
−
porous solid support. All predicted
tMQ
Cell
match the practical maximal quantity of cells to immobilize with a 10% confidence. The values predicted by the
RDID
Cell
software are more accurate than the values predicted by the
RDID
1.0
software. 3-indolacetic acid (IAA) production by one bacterial immobilized derivative was higher (~ 2.6 μg IAA-like indoles/10
8
cells) than that of the cell suspension (1.5 μg IAA-like indoles/10
8
cells), and higher than the tryptophan amount added as indole precursor. Another bacterial immobilized derivative was more active (22 μg Cr(III)/10
8
cells) than the resuspended cells (14.5 μg Cr(III)/10
8
cells) in bioconversion of Cr(VI) to Cr(III). Optimized RDID strategy can be used to synthesize bacterial immobilized derivatives with useful biotechnological applications.
Graphic Abstract |
doi_str_mv | 10.1007/s11274-020-02972-6 |
format | Article |
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RDID
1.0
software. In this work, we propose new algorithms to optimize the theoretical maximal quantity of cells to immobilize (
tMQ
Cell
) on solid supports, implemented in the
RDID
Cell
software. The main modifications to the preexisting algorithms are related to the sphere packing theory and exclusive immobilization on the support surface. We experimentally validated the new
tMQ
Cell
parameter by electrostatic immobilization of ten microbial strains on AMBERJET
®
4200 Cl
−
porous solid support. All predicted
tMQ
Cell
match the practical maximal quantity of cells to immobilize with a 10% confidence. The values predicted by the
RDID
Cell
software are more accurate than the values predicted by the
RDID
1.0
software. 3-indolacetic acid (IAA) production by one bacterial immobilized derivative was higher (~ 2.6 μg IAA-like indoles/10
8
cells) than that of the cell suspension (1.5 μg IAA-like indoles/10
8
cells), and higher than the tryptophan amount added as indole precursor. Another bacterial immobilized derivative was more active (22 μg Cr(III)/10
8
cells) than the resuspended cells (14.5 μg Cr(III)/10
8
cells) in bioconversion of Cr(VI) to Cr(III). Optimized RDID strategy can be used to synthesize bacterial immobilized derivatives with useful biotechnological applications.
Graphic Abstract</description><identifier>ISSN: 0959-3993</identifier><identifier>EISSN: 1573-0972</identifier><identifier>DOI: 10.1007/s11274-020-02972-6</identifier><identifier>PMID: 33392828</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Algorithms ; Applied Microbiology ; Bacteria ; Biochemistry ; Bioconversion ; Biomedical and Life Sciences ; Bioremediation ; Biotechnology ; Chromium ; Computer programs ; Derivatives ; Environmental Engineering/Biotechnology ; Food contamination ; Food production ; Heavy metals ; Immobilization ; Indoleacetic acid ; Indoles ; Industrial emissions ; Industrial pollution ; Life Sciences ; Microbiology ; Microorganisms ; Optimization ; Original Paper ; Plant growth ; Plant growth promoters ; Plant hormones ; Sewage ; Software ; Strategy ; Trivalent chromium ; Tryptophan</subject><ispartof>World journal of microbiology & biotechnology, 2021-01, Vol.37 (1), p.9-9, Article 9</ispartof><rights>The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature 2021</rights><rights>The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c412t-3315d4452a6c6f6a77953e06d65c652479ead6434df5cf53a4a3d88335252f563</citedby><cites>FETCH-LOGICAL-c412t-3315d4452a6c6f6a77953e06d65c652479ead6434df5cf53a4a3d88335252f563</cites><orcidid>0000-0003-2671-9323 ; 0000-0003-1627-6522 ; 0000-0002-7155-9165 ; 0000-0003-4958-1873 ; 0000-0002-7175-8500 ; 0000-0001-9608-5448</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11274-020-02972-6$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11274-020-02972-6$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33392828$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Castillo-Alfonso, Freddy</creatorcontrib><creatorcontrib>Rojas, Marcia M.</creatorcontrib><creatorcontrib>Salgado-Bernal, Irina</creatorcontrib><creatorcontrib>Carballo, María E.</creatorcontrib><creatorcontrib>Olivares-Hernández, Roberto</creatorcontrib><creatorcontrib>González-Bacerio, Jorge</creatorcontrib><creatorcontrib>Guisán, José M.</creatorcontrib><creatorcontrib>del Monte-Martínez, Alberto</creatorcontrib><title>Optimization of theoretical maximal quantity of cells to immobilize on solid supports in the rational design of immobilized derivatives strategy</title><title>World journal of microbiology & biotechnology</title><addtitle>World J Microbiol Biotechnol</addtitle><addtitle>World J Microbiol Biotechnol</addtitle><description>Current worldwide challenges are to increase the food production and decrease the environmental contamination by industrial emissions. For this, bacteria can produce plant growth promoter phytohormones and mediate the bioremediation of sewage by heavy metals removal. We developed a Rational Design of Immobilized Derivatives (RDID) strategy, applicable for protein, spore and cell immobilization and implemented in the
RDID
1.0
software. In this work, we propose new algorithms to optimize the theoretical maximal quantity of cells to immobilize (
tMQ
Cell
) on solid supports, implemented in the
RDID
Cell
software. The main modifications to the preexisting algorithms are related to the sphere packing theory and exclusive immobilization on the support surface. We experimentally validated the new
tMQ
Cell
parameter by electrostatic immobilization of ten microbial strains on AMBERJET
®
4200 Cl
−
porous solid support. All predicted
tMQ
Cell
match the practical maximal quantity of cells to immobilize with a 10% confidence. The values predicted by the
RDID
Cell
software are more accurate than the values predicted by the
RDID
1.0
software. 3-indolacetic acid (IAA) production by one bacterial immobilized derivative was higher (~ 2.6 μg IAA-like indoles/10
8
cells) than that of the cell suspension (1.5 μg IAA-like indoles/10
8
cells), and higher than the tryptophan amount added as indole precursor. Another bacterial immobilized derivative was more active (22 μg Cr(III)/10
8
cells) than the resuspended cells (14.5 μg Cr(III)/10
8
cells) in bioconversion of Cr(VI) to Cr(III). Optimized RDID strategy can be used to synthesize bacterial immobilized derivatives with useful biotechnological applications.
Graphic Abstract</description><subject>Algorithms</subject><subject>Applied Microbiology</subject><subject>Bacteria</subject><subject>Biochemistry</subject><subject>Bioconversion</subject><subject>Biomedical and Life Sciences</subject><subject>Bioremediation</subject><subject>Biotechnology</subject><subject>Chromium</subject><subject>Computer programs</subject><subject>Derivatives</subject><subject>Environmental Engineering/Biotechnology</subject><subject>Food contamination</subject><subject>Food production</subject><subject>Heavy metals</subject><subject>Immobilization</subject><subject>Indoleacetic acid</subject><subject>Indoles</subject><subject>Industrial emissions</subject><subject>Industrial pollution</subject><subject>Life Sciences</subject><subject>Microbiology</subject><subject>Microorganisms</subject><subject>Optimization</subject><subject>Original Paper</subject><subject>Plant growth</subject><subject>Plant growth promoters</subject><subject>Plant hormones</subject><subject>Sewage</subject><subject>Software</subject><subject>Strategy</subject><subject>Trivalent chromium</subject><subject>Tryptophan</subject><issn>0959-3993</issn><issn>1573-0972</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp9kcFuFSEUhonR2NvqC7gwJG7cjAIHmMvSNNWaNOlG14QOzJVmZphymMbbp_CRZe6tNnHhgpzA-f4fDj8hbzj7wBlrPyLnopUNE6wu04pGPyMbrlpoWN09JxtmlGnAGDghp4i3jFWZgZfkBACM2Irthvy6nksc44MrMU009bT8CCmHEjs30NH9jGOtd4ubSiz7td-FYUBaEo3jmG7iEB8CrUpMQ_QUl3lOuSCN02pE88G2OviAcXfwf5L5eprjfUXuA1IsFQ67_SvyoncDhteP9Yx8_3zx7fyyubr-8vX801XTSS5KA8CVl1IJpzvda9e2RkFg2mvVaSVka4LzWoL0vep6BU468NstgBJK9ErDGXl_9J1zulsCFjtGXIdzU0gL2mqhmGGSsYq--we9TUuuYx2oykmuVkocqS4nxBx6O-f6e3lvObNrXvaYl6152UNedn3F20fr5WYM_q_kT0AVgCOAtTXtQn66-z-2vwHwu6K2</recordid><startdate>20210101</startdate><enddate>20210101</enddate><creator>Castillo-Alfonso, Freddy</creator><creator>Rojas, Marcia 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of theoretical maximal quantity of cells to immobilize on solid supports in the rational design of immobilized derivatives strategy</title><author>Castillo-Alfonso, Freddy ; Rojas, Marcia M. ; Salgado-Bernal, Irina ; Carballo, María E. ; Olivares-Hernández, Roberto ; González-Bacerio, Jorge ; Guisán, José M. ; del Monte-Martínez, Alberto</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c412t-3315d4452a6c6f6a77953e06d65c652479ead6434df5cf53a4a3d88335252f563</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Applied Microbiology</topic><topic>Bacteria</topic><topic>Biochemistry</topic><topic>Bioconversion</topic><topic>Biomedical and Life Sciences</topic><topic>Bioremediation</topic><topic>Biotechnology</topic><topic>Chromium</topic><topic>Computer programs</topic><topic>Derivatives</topic><topic>Environmental Engineering/Biotechnology</topic><topic>Food contamination</topic><topic>Food production</topic><topic>Heavy metals</topic><topic>Immobilization</topic><topic>Indoleacetic acid</topic><topic>Indoles</topic><topic>Industrial emissions</topic><topic>Industrial pollution</topic><topic>Life Sciences</topic><topic>Microbiology</topic><topic>Microorganisms</topic><topic>Optimization</topic><topic>Original Paper</topic><topic>Plant growth</topic><topic>Plant growth promoters</topic><topic>Plant hormones</topic><topic>Sewage</topic><topic>Software</topic><topic>Strategy</topic><topic>Trivalent chromium</topic><topic>Tryptophan</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Castillo-Alfonso, Freddy</creatorcontrib><creatorcontrib>Rojas, Marcia M.</creatorcontrib><creatorcontrib>Salgado-Bernal, Irina</creatorcontrib><creatorcontrib>Carballo, María E.</creatorcontrib><creatorcontrib>Olivares-Hernández, 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Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Castillo-Alfonso, Freddy</au><au>Rojas, Marcia M.</au><au>Salgado-Bernal, Irina</au><au>Carballo, María E.</au><au>Olivares-Hernández, Roberto</au><au>González-Bacerio, Jorge</au><au>Guisán, José M.</au><au>del Monte-Martínez, Alberto</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimization of theoretical maximal quantity of cells to immobilize on solid supports in the rational design of immobilized derivatives strategy</atitle><jtitle>World journal of microbiology & biotechnology</jtitle><stitle>World J Microbiol Biotechnol</stitle><addtitle>World J Microbiol Biotechnol</addtitle><date>2021-01-01</date><risdate>2021</risdate><volume>37</volume><issue>1</issue><spage>9</spage><epage>9</epage><pages>9-9</pages><artnum>9</artnum><issn>0959-3993</issn><eissn>1573-0972</eissn><abstract>Current worldwide challenges are to increase the food production and decrease the environmental contamination by industrial emissions. For this, bacteria can produce plant growth promoter phytohormones and mediate the bioremediation of sewage by heavy metals removal. We developed a Rational Design of Immobilized Derivatives (RDID) strategy, applicable for protein, spore and cell immobilization and implemented in the
RDID
1.0
software. In this work, we propose new algorithms to optimize the theoretical maximal quantity of cells to immobilize (
tMQ
Cell
) on solid supports, implemented in the
RDID
Cell
software. The main modifications to the preexisting algorithms are related to the sphere packing theory and exclusive immobilization on the support surface. We experimentally validated the new
tMQ
Cell
parameter by electrostatic immobilization of ten microbial strains on AMBERJET
®
4200 Cl
−
porous solid support. All predicted
tMQ
Cell
match the practical maximal quantity of cells to immobilize with a 10% confidence. The values predicted by the
RDID
Cell
software are more accurate than the values predicted by the
RDID
1.0
software. 3-indolacetic acid (IAA) production by one bacterial immobilized derivative was higher (~ 2.6 μg IAA-like indoles/10
8
cells) than that of the cell suspension (1.5 μg IAA-like indoles/10
8
cells), and higher than the tryptophan amount added as indole precursor. Another bacterial immobilized derivative was more active (22 μg Cr(III)/10
8
cells) than the resuspended cells (14.5 μg Cr(III)/10
8
cells) in bioconversion of Cr(VI) to Cr(III). Optimized RDID strategy can be used to synthesize bacterial immobilized derivatives with useful biotechnological applications.
Graphic Abstract</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><pmid>33392828</pmid><doi>10.1007/s11274-020-02972-6</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-2671-9323</orcidid><orcidid>https://orcid.org/0000-0003-1627-6522</orcidid><orcidid>https://orcid.org/0000-0002-7155-9165</orcidid><orcidid>https://orcid.org/0000-0003-4958-1873</orcidid><orcidid>https://orcid.org/0000-0002-7175-8500</orcidid><orcidid>https://orcid.org/0000-0001-9608-5448</orcidid></addata></record> |
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source | Springer Nature - Complete Springer Journals |
subjects | Algorithms Applied Microbiology Bacteria Biochemistry Bioconversion Biomedical and Life Sciences Bioremediation Biotechnology Chromium Computer programs Derivatives Environmental Engineering/Biotechnology Food contamination Food production Heavy metals Immobilization Indoleacetic acid Indoles Industrial emissions Industrial pollution Life Sciences Microbiology Microorganisms Optimization Original Paper Plant growth Plant growth promoters Plant hormones Sewage Software Strategy Trivalent chromium Tryptophan |
title | Optimization of theoretical maximal quantity of cells to immobilize on solid supports in the rational design of immobilized derivatives strategy |
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