Effective harmonic potentials: insights into the internal cooperativity and sequence-specificity of protein dynamics
The proper biological functioning of proteins often relies on the occurrence of coordinated fluctuations around their native structure, or on their ability to perform wider and sometimes highly elaborated motions. Hence, there is considerable interest in the definition of accurate coarse-grained des...
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Veröffentlicht in: | PLoS computational biology 2013-08, Vol.9 (8), p.e1003209-e1003209 |
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description | The proper biological functioning of proteins often relies on the occurrence of coordinated fluctuations around their native structure, or on their ability to perform wider and sometimes highly elaborated motions. Hence, there is considerable interest in the definition of accurate coarse-grained descriptions of protein dynamics, as an alternative to more computationally expensive approaches. In particular, the elastic network model, in which residue motions are subjected to pairwise harmonic potentials, is known to capture essential aspects of conformational dynamics in proteins, but has so far remained mostly phenomenological, and unable to account for the chemical specificities of amino acids. We propose, for the first time, a method to derive residue- and distance-specific effective harmonic potentials from the statistical analysis of an extensive dataset of NMR conformational ensembles. These potentials constitute dynamical counterparts to the mean-force statistical potentials commonly used for static analyses of protein structures. In the context of the elastic network model, they yield a strongly improved description of the cooperative aspects of residue motions, and give the opportunity to systematically explore the influence of sequence details on protein dynamics. |
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Hence, there is considerable interest in the definition of accurate coarse-grained descriptions of protein dynamics, as an alternative to more computationally expensive approaches. In particular, the elastic network model, in which residue motions are subjected to pairwise harmonic potentials, is known to capture essential aspects of conformational dynamics in proteins, but has so far remained mostly phenomenological, and unable to account for the chemical specificities of amino acids. We propose, for the first time, a method to derive residue- and distance-specific effective harmonic potentials from the statistical analysis of an extensive dataset of NMR conformational ensembles. These potentials constitute dynamical counterparts to the mean-force statistical potentials commonly used for static analyses of protein structures. In the context of the elastic network model, they yield a strongly improved description of the cooperative aspects of residue motions, and give the opportunity to systematically explore the influence of sequence details on protein dynamics.</description><identifier>ISSN: 1553-7358</identifier><identifier>ISSN: 1553-734X</identifier><identifier>EISSN: 1553-7358</identifier><identifier>DOI: 10.1371/journal.pcbi.1003209</identifier><identifier>PMID: 24009495</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Amino acid sequence ; Amino acids ; Amino Acids - chemistry ; Amino Acids - metabolism ; Biomedical research ; Computational Biology ; Databases, Protein ; Medical research ; Molecular Dynamics Simulation ; Nuclear Magnetic Resonance, Biomolecular ; Protein Conformation ; Protein-protein interactions ; Proteins ; Proteins - chemistry ; Proteins - metabolism ; Structure-Activity Relationship ; Studies</subject><ispartof>PLoS computational biology, 2013-08, Vol.9 (8), p.e1003209-e1003209</ispartof><rights>COPYRIGHT 2013 Public Library of Science</rights><rights>2013 Dehouck, Mikhailov 2013 Dehouck, Mikhailov</rights><rights>2013 Dehouck, Mikhailov. 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: Dehouck Y, Mikhailov AS (2013) Effective Harmonic Potentials: Insights into the Internal Cooperativity and Sequence-Specificity of Protein Dynamics. 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Hence, there is considerable interest in the definition of accurate coarse-grained descriptions of protein dynamics, as an alternative to more computationally expensive approaches. In particular, the elastic network model, in which residue motions are subjected to pairwise harmonic potentials, is known to capture essential aspects of conformational dynamics in proteins, but has so far remained mostly phenomenological, and unable to account for the chemical specificities of amino acids. We propose, for the first time, a method to derive residue- and distance-specific effective harmonic potentials from the statistical analysis of an extensive dataset of NMR conformational ensembles. These potentials constitute dynamical counterparts to the mean-force statistical potentials commonly used for static analyses of protein structures. In the context of the elastic network model, they yield a strongly improved description of the cooperative aspects of residue motions, and give the opportunity to systematically explore the influence of sequence details on protein dynamics.</description><subject>Amino acid sequence</subject><subject>Amino acids</subject><subject>Amino Acids - chemistry</subject><subject>Amino Acids - metabolism</subject><subject>Biomedical research</subject><subject>Computational Biology</subject><subject>Databases, Protein</subject><subject>Medical research</subject><subject>Molecular Dynamics Simulation</subject><subject>Nuclear Magnetic Resonance, Biomolecular</subject><subject>Protein Conformation</subject><subject>Protein-protein interactions</subject><subject>Proteins</subject><subject>Proteins - chemistry</subject><subject>Proteins - metabolism</subject><subject>Structure-Activity Relationship</subject><subject>Studies</subject><issn>1553-7358</issn><issn>1553-734X</issn><issn>1553-7358</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>DOA</sourceid><recordid>eNqVUstuFDEQHCEQCYE_QDBHOMxij-15cECKogArRSDxOFt-tGe9mrUH2xuxf48nO4myR-SDW-6qcnWpi-I1RitMWvxh6_fBiXE1KWlXGCFSo_5JcY4ZI1VLWPf0UX1WvIhxmzGs65vnxVlNEeppz86LdG0MqGRvodyIsPPOqnLyCVyyYowfS-uiHTYp5iL5Mm1gLmD-uFTeTxBE5tp0KIXTZYQ_e3AKqjiBssaqueFNOYWsaF2pD07srIovi2cmq8Or5b4ofn--_nX1tbr5_mV9dXlTqQaxVEna0zqPCr0hdd1h2WrJkKEGRI2w0so0iAgle2m6vpM9q1sthMG6AdxqLMhF8faoO40-8iWwyDElBOGm6-qMWB8R2ostn4LdiXDgXlh-9-DDwEVIVo3AJVVSqZogilsqWiOBkaZR2jAAjDHLWp-W3_ZyB1rlDIMYT0RPO85u-OBvOWlZizqaBd4tAsHnIGPiOxsVjKNw4Pd3vlHHsvnZ9-oIHUS2Zp3xWVHloyEH7B0Ym98vCWW0mb1lwvsTQsYk-JsGsY-Rr3_--A_st1MsPWJV8DEGMA_zYsTnPb2Pnc97ypc9zbQ3j7N6IN0vJvkHz8XomQ</recordid><startdate>20130801</startdate><enddate>20130801</enddate><creator>Dehouck, Yves</creator><creator>Mikhailov, Alexander S</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>ISN</scope><scope>ISR</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20130801</creationdate><title>Effective harmonic potentials: insights into the internal cooperativity and sequence-specificity of protein dynamics</title><author>Dehouck, Yves ; Mikhailov, Alexander S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c605t-b4942371e9f32281b7db50f4fea201cdcf603acb9bf898b9527daaf1d6e17d1a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Amino acid sequence</topic><topic>Amino acids</topic><topic>Amino Acids - chemistry</topic><topic>Amino Acids - metabolism</topic><topic>Biomedical research</topic><topic>Computational Biology</topic><topic>Databases, Protein</topic><topic>Medical research</topic><topic>Molecular Dynamics Simulation</topic><topic>Nuclear Magnetic Resonance, Biomolecular</topic><topic>Protein Conformation</topic><topic>Protein-protein interactions</topic><topic>Proteins</topic><topic>Proteins - chemistry</topic><topic>Proteins - metabolism</topic><topic>Structure-Activity Relationship</topic><topic>Studies</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dehouck, Yves</creatorcontrib><creatorcontrib>Mikhailov, Alexander S</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: Canada</collection><collection>Gale In Context: Science</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PLoS computational biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dehouck, Yves</au><au>Mikhailov, Alexander S</au><au>Dunbrack, Roland L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Effective harmonic potentials: insights into the internal cooperativity and sequence-specificity of protein dynamics</atitle><jtitle>PLoS computational biology</jtitle><addtitle>PLoS Comput Biol</addtitle><date>2013-08-01</date><risdate>2013</risdate><volume>9</volume><issue>8</issue><spage>e1003209</spage><epage>e1003209</epage><pages>e1003209-e1003209</pages><issn>1553-7358</issn><issn>1553-734X</issn><eissn>1553-7358</eissn><abstract>The proper biological functioning of proteins often relies on the occurrence of coordinated fluctuations around their native structure, or on their ability to perform wider and sometimes highly elaborated motions. Hence, there is considerable interest in the definition of accurate coarse-grained descriptions of protein dynamics, as an alternative to more computationally expensive approaches. In particular, the elastic network model, in which residue motions are subjected to pairwise harmonic potentials, is known to capture essential aspects of conformational dynamics in proteins, but has so far remained mostly phenomenological, and unable to account for the chemical specificities of amino acids. We propose, for the first time, a method to derive residue- and distance-specific effective harmonic potentials from the statistical analysis of an extensive dataset of NMR conformational ensembles. These potentials constitute dynamical counterparts to the mean-force statistical potentials commonly used for static analyses of protein structures. In the context of the elastic network model, they yield a strongly improved description of the cooperative aspects of residue motions, and give the opportunity to systematically explore the influence of sequence details on protein dynamics.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>24009495</pmid><doi>10.1371/journal.pcbi.1003209</doi><oa>free_for_read</oa></addata></record> |
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subjects | Amino acid sequence Amino acids Amino Acids - chemistry Amino Acids - metabolism Biomedical research Computational Biology Databases, Protein Medical research Molecular Dynamics Simulation Nuclear Magnetic Resonance, Biomolecular Protein Conformation Protein-protein interactions Proteins Proteins - chemistry Proteins - metabolism Structure-Activity Relationship Studies |
title | Effective harmonic potentials: insights into the internal cooperativity and sequence-specificity of protein dynamics |
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