Collective polarization dynamics in bacterial colonies signify the occurrence of distinct subpopulations
Membrane potential in bacterial systems has been shown to be dynamic and tightly related to survivability at the single-cell level. However, little is known about spatiotemporal patterns of membrane potential in bacterial colonies and biofilms. Here, we discovered a transition from uncorrelated to c...
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description | Membrane potential in bacterial systems has been shown to be dynamic and tightly related to survivability at the single-cell level. However, little is known about spatiotemporal patterns of membrane potential in bacterial colonies and biofilms. Here, we discovered a transition from uncorrelated to collective dynamics within colonies formed by the human pathogen Neisseria gonorrhoeae. In freshly assembled colonies, polarization is heterogeneous with instances of transient and uncorrelated hyper- or depolarization of individual cells. As colonies reach a critical size, the polarization behavior transitions to collective dynamics: A hyperpolarized shell forms at the center, travels radially outward, and halts several micrometers from the colony periphery. Once the shell has passed, we detect an influx of potassium correlated with depolarization. Transient hyperpolarization also demarks the transition from volume to surface growth. By combining simulations and the use of an alternative electron acceptor for the respiratory chain, we provide strong evidence that local oxygen gradients shape the collective polarization dynamics. Finally, we show that within the hyperpolarized shell, tolerance against aminoglycoside antibiotics increases. These findings highlight that the polarization pattern can signify the differentiation into distinct subpopulations with different growth rates and antibiotic tolerance. |
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However, little is known about spatiotemporal patterns of membrane potential in bacterial colonies and biofilms. Here, we discovered a transition from uncorrelated to collective dynamics within colonies formed by the human pathogen Neisseria gonorrhoeae. In freshly assembled colonies, polarization is heterogeneous with instances of transient and uncorrelated hyper- or depolarization of individual cells. As colonies reach a critical size, the polarization behavior transitions to collective dynamics: A hyperpolarized shell forms at the center, travels radially outward, and halts several micrometers from the colony periphery. Once the shell has passed, we detect an influx of potassium correlated with depolarization. Transient hyperpolarization also demarks the transition from volume to surface growth. By combining simulations and the use of an alternative electron acceptor for the respiratory chain, we provide strong evidence that local oxygen gradients shape the collective polarization dynamics. Finally, we show that within the hyperpolarized shell, tolerance against aminoglycoside antibiotics increases. These findings highlight that the polarization pattern can signify the differentiation into distinct subpopulations with different growth rates and antibiotic tolerance.</description><identifier>ISSN: 1545-7885</identifier><identifier>ISSN: 1544-9173</identifier><identifier>EISSN: 1545-7885</identifier><identifier>DOI: 10.1371/journal.pbio.3001960</identifier><identifier>PMID: 36652440</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Aminoglycoside antibiotics ; Aminoglycosides ; Analysis ; Anti-Bacterial Agents - pharmacology ; Antibiotic tolerance ; Antibiotics ; Bacteria ; Biofilms ; Biology and Life Sciences ; Colonies ; Depolarization ; Dynamics ; Electron Transport ; Gonorrhea ; Growth rate ; Habitats ; Humans ; Hyperpolarization ; Medicine and Health Sciences ; Membrane potential ; Membranes ; Methods ; Micrometers ; Neisseria gonorrhoeae ; Physical Sciences ; Polarization ; Polarization (Social sciences) ; Potassium ; Social Sciences ; Subpopulations ; Survivability</subject><ispartof>PLoS biology, 2023-01, Vol.21 (1), p.e3001960-e3001960</ispartof><rights>Copyright: © 2023 Hennes et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</rights><rights>COPYRIGHT 2023 Public Library of Science</rights><rights>2023 Hennes et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 Hennes et al 2023 Hennes et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c625t-6691f06bb5303b1641d00f596734ca858f48d6c066290d3e9d39d6f782d15c053</citedby><cites>FETCH-LOGICAL-c625t-6691f06bb5303b1641d00f596734ca858f48d6c066290d3e9d39d6f782d15c053</cites><orcidid>0000-0001-6971-9927</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9847958/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9847958/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2102,2928,23866,27924,27925,53791,53793,79600,79601</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36652440$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Sourjik, Victor</contributor><creatorcontrib>Hennes, Marc</creatorcontrib><creatorcontrib>Bender, Niklas</creatorcontrib><creatorcontrib>Cronenberg, Tom</creatorcontrib><creatorcontrib>Welker, Anton</creatorcontrib><creatorcontrib>Maier, Berenike</creatorcontrib><title>Collective polarization dynamics in bacterial colonies signify the occurrence of distinct subpopulations</title><title>PLoS biology</title><addtitle>PLoS Biol</addtitle><description>Membrane potential in bacterial systems has been shown to be dynamic and tightly related to survivability at the single-cell level. However, little is known about spatiotemporal patterns of membrane potential in bacterial colonies and biofilms. Here, we discovered a transition from uncorrelated to collective dynamics within colonies formed by the human pathogen Neisseria gonorrhoeae. In freshly assembled colonies, polarization is heterogeneous with instances of transient and uncorrelated hyper- or depolarization of individual cells. As colonies reach a critical size, the polarization behavior transitions to collective dynamics: A hyperpolarized shell forms at the center, travels radially outward, and halts several micrometers from the colony periphery. Once the shell has passed, we detect an influx of potassium correlated with depolarization. Transient hyperpolarization also demarks the transition from volume to surface growth. By combining simulations and the use of an alternative electron acceptor for the respiratory chain, we provide strong evidence that local oxygen gradients shape the collective polarization dynamics. Finally, we show that within the hyperpolarized shell, tolerance against aminoglycoside antibiotics increases. These findings highlight that the polarization pattern can signify the differentiation into distinct subpopulations with different growth rates and antibiotic tolerance.</description><subject>Aminoglycoside antibiotics</subject><subject>Aminoglycosides</subject><subject>Analysis</subject><subject>Anti-Bacterial Agents - pharmacology</subject><subject>Antibiotic tolerance</subject><subject>Antibiotics</subject><subject>Bacteria</subject><subject>Biofilms</subject><subject>Biology and Life Sciences</subject><subject>Colonies</subject><subject>Depolarization</subject><subject>Dynamics</subject><subject>Electron Transport</subject><subject>Gonorrhea</subject><subject>Growth rate</subject><subject>Habitats</subject><subject>Humans</subject><subject>Hyperpolarization</subject><subject>Medicine and Health Sciences</subject><subject>Membrane potential</subject><subject>Membranes</subject><subject>Methods</subject><subject>Micrometers</subject><subject>Neisseria gonorrhoeae</subject><subject>Physical Sciences</subject><subject>Polarization</subject><subject>Polarization (Social sciences)</subject><subject>Potassium</subject><subject>Social Sciences</subject><subject>Subpopulations</subject><subject>Survivability</subject><issn>1545-7885</issn><issn>1544-9173</issn><issn>1545-7885</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</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><sourceid>DOA</sourceid><recordid>eNqVk0lvEzEUx0cIREvhGyAYiQscEjzjbXxBqiKWSBWV2K6Wx0viyLEH21MRPj1OM60a1APIB1vPv_d_m15VPW_AvIG0ebsJY_TCzYfehjkEoGEEPKhOG4zwjHYdfnjnfVI9SWkDQNuytntcnUBCcIsQOK3Wi-Ccltle6XoITkT7W2QbfK12XmytTLX1dS9k1tEKV8vggrc61cmuvDW7Oq91HaQcY9RelqeplU3ZepnrNPZDGEZ3rZeeVo-McEk_m-6z6vuH998Wn2YXlx-Xi_OLmSQtzjNCWGMA6XsMAewbghoFgMGMUIik6HBnUKeIBIS0DCiomYJMEUO7VjVYAgzPqpcH3cGFxKcmJd5SSlGRxKAQywOhgtjwIdqtiDsehOXXhhBXXMRspdOcwh4ZqEsOPUFatoL2RgrQKwKYhMIUrXdTtLHfaiW1z1G4I9HjH2_XfBWuOOsQZbgrAq8ngRh-jjplvrVJaueE12Hc500IbQFjrKCv_kLvr26iVqIUYL0JJa7ci_JzCglkDUOkUPN7qHKULkMPXhtb7EcOb44cCpP1r7wSY0p8-fXLf7Cf_529_HHMogMrY0gpanPb5wbw_U7cNITvd4JPO1HcXtyd0a3TzRLAPxV3CF0</recordid><startdate>20230118</startdate><enddate>20230118</enddate><creator>Hennes, Marc</creator><creator>Bender, Niklas</creator><creator>Cronenberg, Tom</creator><creator>Welker, Anton</creator><creator>Maier, Berenike</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISN</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</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>ATCPS</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>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>P64</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><scope>CZG</scope><orcidid>https://orcid.org/0000-0001-6971-9927</orcidid></search><sort><creationdate>20230118</creationdate><title>Collective polarization dynamics in bacterial colonies signify the occurrence of distinct subpopulations</title><author>Hennes, Marc ; Bender, Niklas ; Cronenberg, Tom ; Welker, Anton ; Maier, Berenike</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c625t-6691f06bb5303b1641d00f596734ca858f48d6c066290d3e9d39d6f782d15c053</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Aminoglycoside antibiotics</topic><topic>Aminoglycosides</topic><topic>Analysis</topic><topic>Anti-Bacterial Agents - pharmacology</topic><topic>Antibiotic tolerance</topic><topic>Antibiotics</topic><topic>Bacteria</topic><topic>Biofilms</topic><topic>Biology and Life Sciences</topic><topic>Colonies</topic><topic>Depolarization</topic><topic>Dynamics</topic><topic>Electron Transport</topic><topic>Gonorrhea</topic><topic>Growth rate</topic><topic>Habitats</topic><topic>Humans</topic><topic>Hyperpolarization</topic><topic>Medicine and Health Sciences</topic><topic>Membrane potential</topic><topic>Membranes</topic><topic>Methods</topic><topic>Micrometers</topic><topic>Neisseria gonorrhoeae</topic><topic>Physical Sciences</topic><topic>Polarization</topic><topic>Polarization (Social sciences)</topic><topic>Potassium</topic><topic>Social Sciences</topic><topic>Subpopulations</topic><topic>Survivability</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hennes, Marc</creatorcontrib><creatorcontrib>Bender, Niklas</creatorcontrib><creatorcontrib>Cronenberg, Tom</creatorcontrib><creatorcontrib>Welker, Anton</creatorcontrib><creatorcontrib>Maier, Berenike</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Canada</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</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>Agricultural & Environmental Science Collection</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>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Access via ProQuest (Open Access)</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 China</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><collection>PLoS Biology</collection><jtitle>PLoS biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hennes, Marc</au><au>Bender, Niklas</au><au>Cronenberg, Tom</au><au>Welker, Anton</au><au>Maier, Berenike</au><au>Sourjik, Victor</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Collective polarization dynamics in bacterial colonies signify the occurrence of distinct subpopulations</atitle><jtitle>PLoS biology</jtitle><addtitle>PLoS Biol</addtitle><date>2023-01-18</date><risdate>2023</risdate><volume>21</volume><issue>1</issue><spage>e3001960</spage><epage>e3001960</epage><pages>e3001960-e3001960</pages><issn>1545-7885</issn><issn>1544-9173</issn><eissn>1545-7885</eissn><abstract>Membrane potential in bacterial systems has been shown to be dynamic and tightly related to survivability at the single-cell level. However, little is known about spatiotemporal patterns of membrane potential in bacterial colonies and biofilms. Here, we discovered a transition from uncorrelated to collective dynamics within colonies formed by the human pathogen Neisseria gonorrhoeae. In freshly assembled colonies, polarization is heterogeneous with instances of transient and uncorrelated hyper- or depolarization of individual cells. As colonies reach a critical size, the polarization behavior transitions to collective dynamics: A hyperpolarized shell forms at the center, travels radially outward, and halts several micrometers from the colony periphery. Once the shell has passed, we detect an influx of potassium correlated with depolarization. Transient hyperpolarization also demarks the transition from volume to surface growth. By combining simulations and the use of an alternative electron acceptor for the respiratory chain, we provide strong evidence that local oxygen gradients shape the collective polarization dynamics. Finally, we show that within the hyperpolarized shell, tolerance against aminoglycoside antibiotics increases. These findings highlight that the polarization pattern can signify the differentiation into distinct subpopulations with different growth rates and antibiotic tolerance.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>36652440</pmid><doi>10.1371/journal.pbio.3001960</doi><orcidid>https://orcid.org/0000-0001-6971-9927</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aminoglycoside antibiotics Aminoglycosides Analysis Anti-Bacterial Agents - pharmacology Antibiotic tolerance Antibiotics Bacteria Biofilms Biology and Life Sciences Colonies Depolarization Dynamics Electron Transport Gonorrhea Growth rate Habitats Humans Hyperpolarization Medicine and Health Sciences Membrane potential Membranes Methods Micrometers Neisseria gonorrhoeae Physical Sciences Polarization Polarization (Social sciences) Potassium Social Sciences Subpopulations Survivability |
title | Collective polarization dynamics in bacterial colonies signify the occurrence of distinct subpopulations |
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