Ligand-induced conformational change of a protein reproduced by a linear combination of displacement vectors obtained from normal mode analysis

The conformational change of a protein upon ligand binding was examined by normal mode analysis (NMA) based on an elastic-network model (ENM) for a full-atom system using dihedral angles as independent variables. Specifically, we investigated the extent to which conformational change vectors of atom...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Biophysical chemistry 2011-12, Vol.159 (2), p.257-266
Hauptverfasser: Wako, Hiroshi, Endo, Shigeru
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 266
container_issue 2
container_start_page 257
container_title Biophysical chemistry
container_volume 159
creator Wako, Hiroshi
Endo, Shigeru
description The conformational change of a protein upon ligand binding was examined by normal mode analysis (NMA) based on an elastic-network model (ENM) for a full-atom system using dihedral angles as independent variables. Specifically, we investigated the extent to which conformational change vectors of atoms from an apo form to a holo form of a protein can be represented by a linear combination of the displacement vectors of atoms in the apo form calculated for the lowest-frequency m normal modes ( m = 1, 2, …, 20). In this analysis, the latter vectors were best fitted to the former ones by the least-squares method. Twenty-two paired proteins in the holo and apo forms, including three dimer pairs, were examined. The results showed that, in most cases, the conformational change vectors were reproduced well by a linear combination of the displacement vectors of a small number of low-frequency normal modes. The conformational change around an active site was reproduced as well as the entire conformational change, except for some proteins that only undergo significant conformational changes around active sites. The weighting factors for 20 normal modes optimized by the least-squares fitting characterize the conformational changes upon ligand binding for these proteins. The conformational changes sampled around the apo form of a protein by the linear combination of the displacement vectors obtained by ENM-based NMA may help solve the flexible-docking problem of a protein with another molecule because the results presented herein suggest that they have a relatively high probability of being involved in an actual conformational change. [Display omitted] ► Protein pairs in apo and holo forms were studied by normal mode analysis (NMA). ► NMA was performed in dihedral angle space for a full-atom system of protein. ► Not only monomers but also dimers in apo and holo forms were investigated. ► A holo-form conformation is reproduced with displacement vectors of apo-form one. ► Effective conformational sampling around an apo-form protein is suggested.
doi_str_mv 10.1016/j.bpc.2011.07.004
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_896202037</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0301462211002195</els_id><sourcerecordid>896202037</sourcerecordid><originalsourceid>FETCH-LOGICAL-c418t-b1fa43a549992ca589b7a820ce7fd222b4b5f7255e0f2cf68b627c07c41fb3533</originalsourceid><addsrcrecordid>eNp9kc1OGzEUha0KVELoA3SDvGM102vPj2fUVYVoixSpm7K2_HNNHc3YwZ4g5Sn6yjgNZYk3tqzvnKt7DiGfGdQMWP9lW-udqTkwVoOoAdoPZMUG0VQtBzgjK2iAVW3P-QW5zHkL5QwAH8kFZwOItmtW5O_GP6pgKx_s3qClJgYX06wWH4OaqPmjwiPS6KiiuxQX9IEmLK8TrQ_lf_IBVSrKWfvwT3jkrc-7SRmcMSz0Gc0SU6ZRL6rQlroUZxqOgyY6R4tUlWmH7PMVOXdqyvjp9V6Th-93v29_VptfP-5vv20q07JhqTRzqm1U147jyI3qhlELNXAwKJzlnOtWd07wrkNw3Lh-0D0XBkRRO910TbMmNyffssvTHvMiZ58NTpMKGPdZDmPPgUMjCslOpEkx54RO7pKfVTpIBvJYg9zKUoM81iBByFJD0Vy_uu_1jPZN8T_3Anw9AVh2fPaYZDYeQ8nUp5KVtNG_Y_8CjL-bDw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>896202037</pqid></control><display><type>article</type><title>Ligand-induced conformational change of a protein reproduced by a linear combination of displacement vectors obtained from normal mode analysis</title><source>MEDLINE</source><source>Elsevier ScienceDirect Journals</source><creator>Wako, Hiroshi ; Endo, Shigeru</creator><creatorcontrib>Wako, Hiroshi ; Endo, Shigeru</creatorcontrib><description>The conformational change of a protein upon ligand binding was examined by normal mode analysis (NMA) based on an elastic-network model (ENM) for a full-atom system using dihedral angles as independent variables. Specifically, we investigated the extent to which conformational change vectors of atoms from an apo form to a holo form of a protein can be represented by a linear combination of the displacement vectors of atoms in the apo form calculated for the lowest-frequency m normal modes ( m = 1, 2, …, 20). In this analysis, the latter vectors were best fitted to the former ones by the least-squares method. Twenty-two paired proteins in the holo and apo forms, including three dimer pairs, were examined. The results showed that, in most cases, the conformational change vectors were reproduced well by a linear combination of the displacement vectors of a small number of low-frequency normal modes. The conformational change around an active site was reproduced as well as the entire conformational change, except for some proteins that only undergo significant conformational changes around active sites. The weighting factors for 20 normal modes optimized by the least-squares fitting characterize the conformational changes upon ligand binding for these proteins. The conformational changes sampled around the apo form of a protein by the linear combination of the displacement vectors obtained by ENM-based NMA may help solve the flexible-docking problem of a protein with another molecule because the results presented herein suggest that they have a relatively high probability of being involved in an actual conformational change. [Display omitted] ► Protein pairs in apo and holo forms were studied by normal mode analysis (NMA). ► NMA was performed in dihedral angle space for a full-atom system of protein. ► Not only monomers but also dimers in apo and holo forms were investigated. ► A holo-form conformation is reproduced with displacement vectors of apo-form one. ► Effective conformational sampling around an apo-form protein is suggested.</description><identifier>ISSN: 0301-4622</identifier><identifier>EISSN: 1873-4200</identifier><identifier>DOI: 10.1016/j.bpc.2011.07.004</identifier><identifier>PMID: 21807453</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Apo-form protein ; Apoproteins - chemistry ; Apoproteins - metabolism ; Conformational change ; Conformational sampling ; Databases, Protein ; Holo-form protein ; Ligand binding ; Ligands ; Models, Molecular ; Normal mode analysis ; Protein Binding ; Protein Conformation ; Protein Multimerization ; Proteins - chemistry ; Proteins - metabolism</subject><ispartof>Biophysical chemistry, 2011-12, Vol.159 (2), p.257-266</ispartof><rights>2011 Elsevier B.V.</rights><rights>Copyright © 2011 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c418t-b1fa43a549992ca589b7a820ce7fd222b4b5f7255e0f2cf68b627c07c41fb3533</citedby><cites>FETCH-LOGICAL-c418t-b1fa43a549992ca589b7a820ce7fd222b4b5f7255e0f2cf68b627c07c41fb3533</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.bpc.2011.07.004$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21807453$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wako, Hiroshi</creatorcontrib><creatorcontrib>Endo, Shigeru</creatorcontrib><title>Ligand-induced conformational change of a protein reproduced by a linear combination of displacement vectors obtained from normal mode analysis</title><title>Biophysical chemistry</title><addtitle>Biophys Chem</addtitle><description>The conformational change of a protein upon ligand binding was examined by normal mode analysis (NMA) based on an elastic-network model (ENM) for a full-atom system using dihedral angles as independent variables. Specifically, we investigated the extent to which conformational change vectors of atoms from an apo form to a holo form of a protein can be represented by a linear combination of the displacement vectors of atoms in the apo form calculated for the lowest-frequency m normal modes ( m = 1, 2, …, 20). In this analysis, the latter vectors were best fitted to the former ones by the least-squares method. Twenty-two paired proteins in the holo and apo forms, including three dimer pairs, were examined. The results showed that, in most cases, the conformational change vectors were reproduced well by a linear combination of the displacement vectors of a small number of low-frequency normal modes. The conformational change around an active site was reproduced as well as the entire conformational change, except for some proteins that only undergo significant conformational changes around active sites. The weighting factors for 20 normal modes optimized by the least-squares fitting characterize the conformational changes upon ligand binding for these proteins. The conformational changes sampled around the apo form of a protein by the linear combination of the displacement vectors obtained by ENM-based NMA may help solve the flexible-docking problem of a protein with another molecule because the results presented herein suggest that they have a relatively high probability of being involved in an actual conformational change. [Display omitted] ► Protein pairs in apo and holo forms were studied by normal mode analysis (NMA). ► NMA was performed in dihedral angle space for a full-atom system of protein. ► Not only monomers but also dimers in apo and holo forms were investigated. ► A holo-form conformation is reproduced with displacement vectors of apo-form one. ► Effective conformational sampling around an apo-form protein is suggested.</description><subject>Apo-form protein</subject><subject>Apoproteins - chemistry</subject><subject>Apoproteins - metabolism</subject><subject>Conformational change</subject><subject>Conformational sampling</subject><subject>Databases, Protein</subject><subject>Holo-form protein</subject><subject>Ligand binding</subject><subject>Ligands</subject><subject>Models, Molecular</subject><subject>Normal mode analysis</subject><subject>Protein Binding</subject><subject>Protein Conformation</subject><subject>Protein Multimerization</subject><subject>Proteins - chemistry</subject><subject>Proteins - metabolism</subject><issn>0301-4622</issn><issn>1873-4200</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc1OGzEUha0KVELoA3SDvGM102vPj2fUVYVoixSpm7K2_HNNHc3YwZ4g5Sn6yjgNZYk3tqzvnKt7DiGfGdQMWP9lW-udqTkwVoOoAdoPZMUG0VQtBzgjK2iAVW3P-QW5zHkL5QwAH8kFZwOItmtW5O_GP6pgKx_s3qClJgYX06wWH4OaqPmjwiPS6KiiuxQX9IEmLK8TrQ_lf_IBVSrKWfvwT3jkrc-7SRmcMSz0Gc0SU6ZRL6rQlroUZxqOgyY6R4tUlWmH7PMVOXdqyvjp9V6Th-93v29_VptfP-5vv20q07JhqTRzqm1U147jyI3qhlELNXAwKJzlnOtWd07wrkNw3Lh-0D0XBkRRO910TbMmNyffssvTHvMiZ58NTpMKGPdZDmPPgUMjCslOpEkx54RO7pKfVTpIBvJYg9zKUoM81iBByFJD0Vy_uu_1jPZN8T_3Anw9AVh2fPaYZDYeQ8nUp5KVtNG_Y_8CjL-bDw</recordid><startdate>20111201</startdate><enddate>20111201</enddate><creator>Wako, Hiroshi</creator><creator>Endo, Shigeru</creator><general>Elsevier B.V</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>7X8</scope></search><sort><creationdate>20111201</creationdate><title>Ligand-induced conformational change of a protein reproduced by a linear combination of displacement vectors obtained from normal mode analysis</title><author>Wako, Hiroshi ; Endo, Shigeru</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c418t-b1fa43a549992ca589b7a820ce7fd222b4b5f7255e0f2cf68b627c07c41fb3533</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Apo-form protein</topic><topic>Apoproteins - chemistry</topic><topic>Apoproteins - metabolism</topic><topic>Conformational change</topic><topic>Conformational sampling</topic><topic>Databases, Protein</topic><topic>Holo-form protein</topic><topic>Ligand binding</topic><topic>Ligands</topic><topic>Models, Molecular</topic><topic>Normal mode analysis</topic><topic>Protein Binding</topic><topic>Protein Conformation</topic><topic>Protein Multimerization</topic><topic>Proteins - chemistry</topic><topic>Proteins - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wako, Hiroshi</creatorcontrib><creatorcontrib>Endo, Shigeru</creatorcontrib><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><jtitle>Biophysical chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wako, Hiroshi</au><au>Endo, Shigeru</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Ligand-induced conformational change of a protein reproduced by a linear combination of displacement vectors obtained from normal mode analysis</atitle><jtitle>Biophysical chemistry</jtitle><addtitle>Biophys Chem</addtitle><date>2011-12-01</date><risdate>2011</risdate><volume>159</volume><issue>2</issue><spage>257</spage><epage>266</epage><pages>257-266</pages><issn>0301-4622</issn><eissn>1873-4200</eissn><abstract>The conformational change of a protein upon ligand binding was examined by normal mode analysis (NMA) based on an elastic-network model (ENM) for a full-atom system using dihedral angles as independent variables. Specifically, we investigated the extent to which conformational change vectors of atoms from an apo form to a holo form of a protein can be represented by a linear combination of the displacement vectors of atoms in the apo form calculated for the lowest-frequency m normal modes ( m = 1, 2, …, 20). In this analysis, the latter vectors were best fitted to the former ones by the least-squares method. Twenty-two paired proteins in the holo and apo forms, including three dimer pairs, were examined. The results showed that, in most cases, the conformational change vectors were reproduced well by a linear combination of the displacement vectors of a small number of low-frequency normal modes. The conformational change around an active site was reproduced as well as the entire conformational change, except for some proteins that only undergo significant conformational changes around active sites. The weighting factors for 20 normal modes optimized by the least-squares fitting characterize the conformational changes upon ligand binding for these proteins. The conformational changes sampled around the apo form of a protein by the linear combination of the displacement vectors obtained by ENM-based NMA may help solve the flexible-docking problem of a protein with another molecule because the results presented herein suggest that they have a relatively high probability of being involved in an actual conformational change. [Display omitted] ► Protein pairs in apo and holo forms were studied by normal mode analysis (NMA). ► NMA was performed in dihedral angle space for a full-atom system of protein. ► Not only monomers but also dimers in apo and holo forms were investigated. ► A holo-form conformation is reproduced with displacement vectors of apo-form one. ► Effective conformational sampling around an apo-form protein is suggested.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>21807453</pmid><doi>10.1016/j.bpc.2011.07.004</doi><tpages>10</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0301-4622
ispartof Biophysical chemistry, 2011-12, Vol.159 (2), p.257-266
issn 0301-4622
1873-4200
language eng
recordid cdi_proquest_miscellaneous_896202037
source MEDLINE; Elsevier ScienceDirect Journals
subjects Apo-form protein
Apoproteins - chemistry
Apoproteins - metabolism
Conformational change
Conformational sampling
Databases, Protein
Holo-form protein
Ligand binding
Ligands
Models, Molecular
Normal mode analysis
Protein Binding
Protein Conformation
Protein Multimerization
Proteins - chemistry
Proteins - metabolism
title Ligand-induced conformational change of a protein reproduced by a linear combination of displacement vectors obtained from normal mode analysis
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-20T15%3A11%3A28IST&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=Ligand-induced%20conformational%20change%20of%20a%20protein%20reproduced%20by%20a%20linear%20combination%20of%20displacement%20vectors%20obtained%20from%20normal%20mode%20analysis&rft.jtitle=Biophysical%20chemistry&rft.au=Wako,%20Hiroshi&rft.date=2011-12-01&rft.volume=159&rft.issue=2&rft.spage=257&rft.epage=266&rft.pages=257-266&rft.issn=0301-4622&rft.eissn=1873-4200&rft_id=info:doi/10.1016/j.bpc.2011.07.004&rft_dat=%3Cproquest_cross%3E896202037%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=896202037&rft_id=info:pmid/21807453&rft_els_id=S0301462211002195&rfr_iscdi=true