Incorporating toxin hypothesis into a mathematical model of persister formation and dynamics
Biofilms are well known for their extreme tolerance to antibiotics. Recent experimental evidence has indicated the existence of a small fraction of specialized persister cells may be responsible for this tolerance. Although persister cells seem to exist in planktonic bacterial populations, within a...
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Veröffentlicht in: | Journal of theoretical biology 2007-09, Vol.248 (2), p.340-349 |
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description | Biofilms are well known for their extreme tolerance to antibiotics. Recent experimental evidence has indicated the existence of a small fraction of specialized persister cells may be responsible for this tolerance. Although persister cells seem to exist in planktonic bacterial populations, within a biofilm the additional protection offered by the polymeric matrix allows persister cells to evade elimination and serve as a source for re-population.
Whether persister cells develop through interactions with toxin/antitoxin modules or are senescent bacteria is an open question. In this investigation we contrast results of the analysis of a mathematical model of the toxin/antitoxin hypothesis for bacteria in a chemostat with results incorporating the senescence hypothesis. We find that the persister fraction of the population as a function of washout rate provides a viable distinction between the two hypotheses.
We also give simulation results that indicate that a strategy of alternating dose/withdrawal disinfection can be effective in clearing the entire persister and susceptible populations of bacteria. This strategy was considered previously in analysis of a generic model of persister formation. We find that extending the model of persister formation to include the toxin/antitoxin interactions in a chemostat does not alter the qualitative results that success of the dosing strategy depends on the withdrawal time.
While this treatment is restricted to planktonic bacterial populations, it serves as a framework for including persister cells in a spatially dependent biofilm model. |
doi_str_mv | 10.1016/j.jtbi.2007.05.021 |
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Whether persister cells develop through interactions with toxin/antitoxin modules or are senescent bacteria is an open question. In this investigation we contrast results of the analysis of a mathematical model of the toxin/antitoxin hypothesis for bacteria in a chemostat with results incorporating the senescence hypothesis. We find that the persister fraction of the population as a function of washout rate provides a viable distinction between the two hypotheses.
We also give simulation results that indicate that a strategy of alternating dose/withdrawal disinfection can be effective in clearing the entire persister and susceptible populations of bacteria. This strategy was considered previously in analysis of a generic model of persister formation. We find that extending the model of persister formation to include the toxin/antitoxin interactions in a chemostat does not alter the qualitative results that success of the dosing strategy depends on the withdrawal time.
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Whether persister cells develop through interactions with toxin/antitoxin modules or are senescent bacteria is an open question. In this investigation we contrast results of the analysis of a mathematical model of the toxin/antitoxin hypothesis for bacteria in a chemostat with results incorporating the senescence hypothesis. We find that the persister fraction of the population as a function of washout rate provides a viable distinction between the two hypotheses.
We also give simulation results that indicate that a strategy of alternating dose/withdrawal disinfection can be effective in clearing the entire persister and susceptible populations of bacteria. This strategy was considered previously in analysis of a generic model of persister formation. We find that extending the model of persister formation to include the toxin/antitoxin interactions in a chemostat does not alter the qualitative results that success of the dosing strategy depends on the withdrawal time.
While this treatment is restricted to planktonic bacterial populations, it serves as a framework for including persister cells in a spatially dependent biofilm model.</description><subject>Anti-Bacterial Agents - pharmacology</subject><subject>Bacterial Physiological Phenomena - drug effects</subject><subject>Biofilm</subject><subject>Biofilms</subject><subject>Computer Simulation</subject><subject>Disinfection</subject><subject>Dose response</subject><subject>Drug Administration Schedule</subject><subject>Drug Resistance, Microbial</subject><subject>Mathematical model</subject><subject>Models, Biological</subject><subject>Plankton</subject><subject>Senescence</subject><subject>Sensitivity</subject><subject>Tolerance</subject><issn>0022-5193</issn><issn>1095-8541</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2007</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkE1r3DAQhkVpaTYff6CHolNvdkeSJcuQSwhpE1jopb0VhCzJjRZbciVt6P77atmF3tLDzDDMM-_hQegDgZYAEZ937a6MvqUAfQu8BUreoA2BgTeSd-Qt2gBQ2nAysAt0mfMOAIaOiffogvRc8qHrNujnUzAxrTHp4sMvXOIfH_DzYY3l2WWfsQ8lYo0XXffavNEzXqJ1M44TXl2qTHEJTzEdrzFgHSy2h6AXb_I1ejfpObub87xCP748fL9_bLbfvj7d320bwyQvDRNm4twQQqQwIEEQ1kvJRtazSRqjR260ldbSsQMthBMwyL4b3djriRpL2RX6dMpdU_y9d7moxWfj5lkHF_dZCUmrFZD_BclQtdSqID2BJsWck5vUmvyi00ERUEf5aqeO8tVRvgKuqvz69PGcvh8XZ_-9nG1X4PYEuCrjxbuksvEuGGd9cqYoG_1r-X8B8auXWA</recordid><startdate>20070921</startdate><enddate>20070921</enddate><creator>Cogan, N.G.</creator><general>Elsevier Ltd</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>7QL</scope><scope>7U7</scope><scope>C1K</scope><scope>7X8</scope></search><sort><creationdate>20070921</creationdate><title>Incorporating toxin hypothesis into a mathematical model of persister formation and dynamics</title><author>Cogan, N.G.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c385t-36cf55c11186c0806137883b373f8ccab5cad8dd2b40a66e609874beb7af2cd23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Anti-Bacterial Agents - pharmacology</topic><topic>Bacterial Physiological Phenomena - drug effects</topic><topic>Biofilm</topic><topic>Biofilms</topic><topic>Computer Simulation</topic><topic>Disinfection</topic><topic>Dose response</topic><topic>Drug Administration Schedule</topic><topic>Drug Resistance, Microbial</topic><topic>Mathematical model</topic><topic>Models, Biological</topic><topic>Plankton</topic><topic>Senescence</topic><topic>Sensitivity</topic><topic>Tolerance</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cogan, N.G.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of theoretical biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cogan, N.G.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Incorporating toxin hypothesis into a mathematical model of persister formation and dynamics</atitle><jtitle>Journal of theoretical biology</jtitle><addtitle>J Theor Biol</addtitle><date>2007-09-21</date><risdate>2007</risdate><volume>248</volume><issue>2</issue><spage>340</spage><epage>349</epage><pages>340-349</pages><issn>0022-5193</issn><eissn>1095-8541</eissn><abstract>Biofilms are well known for their extreme tolerance to antibiotics. Recent experimental evidence has indicated the existence of a small fraction of specialized persister cells may be responsible for this tolerance. Although persister cells seem to exist in planktonic bacterial populations, within a biofilm the additional protection offered by the polymeric matrix allows persister cells to evade elimination and serve as a source for re-population.
Whether persister cells develop through interactions with toxin/antitoxin modules or are senescent bacteria is an open question. In this investigation we contrast results of the analysis of a mathematical model of the toxin/antitoxin hypothesis for bacteria in a chemostat with results incorporating the senescence hypothesis. We find that the persister fraction of the population as a function of washout rate provides a viable distinction between the two hypotheses.
We also give simulation results that indicate that a strategy of alternating dose/withdrawal disinfection can be effective in clearing the entire persister and susceptible populations of bacteria. This strategy was considered previously in analysis of a generic model of persister formation. We find that extending the model of persister formation to include the toxin/antitoxin interactions in a chemostat does not alter the qualitative results that success of the dosing strategy depends on the withdrawal time.
While this treatment is restricted to planktonic bacterial populations, it serves as a framework for including persister cells in a spatially dependent biofilm model.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>17585944</pmid><doi>10.1016/j.jtbi.2007.05.021</doi><tpages>10</tpages></addata></record> |
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subjects | Anti-Bacterial Agents - pharmacology Bacterial Physiological Phenomena - drug effects Biofilm Biofilms Computer Simulation Disinfection Dose response Drug Administration Schedule Drug Resistance, Microbial Mathematical model Models, Biological Plankton Senescence Sensitivity Tolerance |
title | Incorporating toxin hypothesis into a mathematical model of persister formation and dynamics |
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