Normal mode analysis based on an elastic network model for biomolecules in the Protein Data Bank, which uses dihedral angles as independent variables
•A program that performs normal mode analysis of molecules in the PDB was developed.•It uses dihedral angles as independent variables, rather than Cartesian coordinates.•It is based on an elastic network model.•It is applicable to a full-atom system of any molecule within the PDB.•Atomic fluctuation...
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Veröffentlicht in: | Computational biology and chemistry 2013-06, Vol.44, p.22-30 |
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creator | Wako, Hiroshi Endo, Shigeru |
description | •A program that performs normal mode analysis of molecules in the PDB was developed.•It uses dihedral angles as independent variables, rather than Cartesian coordinates.•It is based on an elastic network model.•It is applicable to a full-atom system of any molecule within the PDB.•Atomic fluctuations (B-factors in the PDB data) are adequately reproduced.
We have developed a computer program, named PDBETA, that performs normal mode analysis (NMA) based on an elastic network model that uses dihedral angles as independent variables. Taking advantage of the relatively small number of degrees of freedom required to describe a molecular structure in dihedral angle space and a simple potential-energy function independent of atom types, we aimed to develop a program applicable to a full-atom system of any molecule in the Protein Data Bank (PDB). The algorithm for NMA used in PDBETA is the same as the computer program FEDER/2, developed previously. Therefore, the main challenge in developing PDBETA was to find a method that can automatically convert PDB data into molecular structure information in dihedral angle space. Here, we illustrate the performance of PDBETA with a protein–DNA complex, a protein–tRNA complex, and some non-protein small molecules, and show that the atomic fluctuations calculated by PDBETA reproduce the temperature factor data of these molecules in the PDB. A comparison was also made with elastic-network-model based NMA in a Cartesian-coordinate system. |
doi_str_mv | 10.1016/j.compbiolchem.2013.02.006 |
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We have developed a computer program, named PDBETA, that performs normal mode analysis (NMA) based on an elastic network model that uses dihedral angles as independent variables. Taking advantage of the relatively small number of degrees of freedom required to describe a molecular structure in dihedral angle space and a simple potential-energy function independent of atom types, we aimed to develop a program applicable to a full-atom system of any molecule in the Protein Data Bank (PDB). The algorithm for NMA used in PDBETA is the same as the computer program FEDER/2, developed previously. Therefore, the main challenge in developing PDBETA was to find a method that can automatically convert PDB data into molecular structure information in dihedral angle space. Here, we illustrate the performance of PDBETA with a protein–DNA complex, a protein–tRNA complex, and some non-protein small molecules, and show that the atomic fluctuations calculated by PDBETA reproduce the temperature factor data of these molecules in the PDB. A comparison was also made with elastic-network-model based NMA in a Cartesian-coordinate system.</description><identifier>ISSN: 1476-9271</identifier><identifier>EISSN: 1476-928X</identifier><identifier>DOI: 10.1016/j.compbiolchem.2013.02.006</identifier><identifier>PMID: 23537565</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Algorithms ; Computational Biology ; Computer programs ; Data banks ; Databases, Protein ; Dihedral angle ; Dihedral angle space ; DNA - chemistry ; Elastic network model ; Elasticity ; Mathematical analysis ; Mathematical models ; Models, Molecular ; Molecular structure ; Networks ; Normal mode analysis ; Protein Data Bank ; Proteins ; Proteins - chemistry ; Protein–DNA complex ; Protein–tRNA complex ; RNA, Transfer - chemistry</subject><ispartof>Computational biology and chemistry, 2013-06, Vol.44, p.22-30</ispartof><rights>2013 Elsevier Ltd</rights><rights>Copyright © 2013 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c479t-c383b8f58a849534c1c37f8b6b4a9299e437d08b922ba14cbffb8feac51321073</citedby><cites>FETCH-LOGICAL-c479t-c383b8f58a849534c1c37f8b6b4a9299e437d08b922ba14cbffb8feac51321073</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.compbiolchem.2013.02.006$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23537565$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wako, Hiroshi</creatorcontrib><creatorcontrib>Endo, Shigeru</creatorcontrib><title>Normal mode analysis based on an elastic network model for biomolecules in the Protein Data Bank, which uses dihedral angles as independent variables</title><title>Computational biology and chemistry</title><addtitle>Comput Biol Chem</addtitle><description>•A program that performs normal mode analysis of molecules in the PDB was developed.•It uses dihedral angles as independent variables, rather than Cartesian coordinates.•It is based on an elastic network model.•It is applicable to a full-atom system of any molecule within the PDB.•Atomic fluctuations (B-factors in the PDB data) are adequately reproduced.
We have developed a computer program, named PDBETA, that performs normal mode analysis (NMA) based on an elastic network model that uses dihedral angles as independent variables. Taking advantage of the relatively small number of degrees of freedom required to describe a molecular structure in dihedral angle space and a simple potential-energy function independent of atom types, we aimed to develop a program applicable to a full-atom system of any molecule in the Protein Data Bank (PDB). The algorithm for NMA used in PDBETA is the same as the computer program FEDER/2, developed previously. Therefore, the main challenge in developing PDBETA was to find a method that can automatically convert PDB data into molecular structure information in dihedral angle space. Here, we illustrate the performance of PDBETA with a protein–DNA complex, a protein–tRNA complex, and some non-protein small molecules, and show that the atomic fluctuations calculated by PDBETA reproduce the temperature factor data of these molecules in the PDB. A comparison was also made with elastic-network-model based NMA in a Cartesian-coordinate system.</description><subject>Algorithms</subject><subject>Computational Biology</subject><subject>Computer programs</subject><subject>Data banks</subject><subject>Databases, Protein</subject><subject>Dihedral angle</subject><subject>Dihedral angle space</subject><subject>DNA - chemistry</subject><subject>Elastic network model</subject><subject>Elasticity</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Models, Molecular</subject><subject>Molecular structure</subject><subject>Networks</subject><subject>Normal mode analysis</subject><subject>Protein Data Bank</subject><subject>Proteins</subject><subject>Proteins - chemistry</subject><subject>Protein–DNA complex</subject><subject>Protein–tRNA complex</subject><subject>RNA, Transfer - chemistry</subject><issn>1476-9271</issn><issn>1476-928X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkctuFDEQRS0EIiHwC8hixYJp_Gj3gx0kvKQIWIDEziq7q2lP3PbE7k6UD-F_8TAhYpmNXXKdW9eqS8gLzirOePN6W9k474yL3k44V4JxWTFRMdY8IMe8bptNL7qfD-_qlh-RJzlvGROSMfWYHAmpZKsadUx-f4lpBk_nOCCFAP4mu0wNZBxoDOWFooe8OEsDLtcxXfwlPR1jouUHc_RoV4-ZukCXCem3FBcs9RksQN9BuHhFrydnJ7rmAg1uwiEVOwi_9iLY6wbcYTnCQq8gOTCl8ZQ8GsFnfHZ7n5AfH95_P_20Of_68fPp2_ONrdt-2VjZSdONqoOu7pWsLbeyHTvTmBp60fdYy3ZgnemFMMBra8ax4AhWcSk4a-UJeXmYu0vxcsW86Nlli95DwLhmzWWjOO_avr4HKpSUvOGyoG8OqE0x54Sj3iU3Q7rRnOl9gnqr_09Q7xPUTOiSYBE_v_VZzYzDnfRfZAU4OwBYFnPlMOlsHQaLg0toFz1Edx-fPzkita8</recordid><startdate>20130601</startdate><enddate>20130601</enddate><creator>Wako, Hiroshi</creator><creator>Endo, Shigeru</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>7X8</scope><scope>7SC</scope><scope>7U5</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20130601</creationdate><title>Normal mode analysis based on an elastic network model for biomolecules in the Protein Data Bank, which uses dihedral angles as independent variables</title><author>Wako, Hiroshi ; Endo, Shigeru</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c479t-c383b8f58a849534c1c37f8b6b4a9299e437d08b922ba14cbffb8feac51321073</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Algorithms</topic><topic>Computational Biology</topic><topic>Computer programs</topic><topic>Data banks</topic><topic>Databases, Protein</topic><topic>Dihedral angle</topic><topic>Dihedral angle space</topic><topic>DNA - chemistry</topic><topic>Elastic network model</topic><topic>Elasticity</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Models, Molecular</topic><topic>Molecular structure</topic><topic>Networks</topic><topic>Normal mode analysis</topic><topic>Protein Data Bank</topic><topic>Proteins</topic><topic>Proteins - chemistry</topic><topic>Protein–DNA complex</topic><topic>Protein–tRNA complex</topic><topic>RNA, Transfer - chemistry</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><collection>Computer and Information Systems Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Computational biology and 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>Normal mode analysis based on an elastic network model for biomolecules in the Protein Data Bank, which uses dihedral angles as independent variables</atitle><jtitle>Computational biology and chemistry</jtitle><addtitle>Comput Biol Chem</addtitle><date>2013-06-01</date><risdate>2013</risdate><volume>44</volume><spage>22</spage><epage>30</epage><pages>22-30</pages><issn>1476-9271</issn><eissn>1476-928X</eissn><abstract>•A program that performs normal mode analysis of molecules in the PDB was developed.•It uses dihedral angles as independent variables, rather than Cartesian coordinates.•It is based on an elastic network model.•It is applicable to a full-atom system of any molecule within the PDB.•Atomic fluctuations (B-factors in the PDB data) are adequately reproduced.
We have developed a computer program, named PDBETA, that performs normal mode analysis (NMA) based on an elastic network model that uses dihedral angles as independent variables. Taking advantage of the relatively small number of degrees of freedom required to describe a molecular structure in dihedral angle space and a simple potential-energy function independent of atom types, we aimed to develop a program applicable to a full-atom system of any molecule in the Protein Data Bank (PDB). The algorithm for NMA used in PDBETA is the same as the computer program FEDER/2, developed previously. Therefore, the main challenge in developing PDBETA was to find a method that can automatically convert PDB data into molecular structure information in dihedral angle space. Here, we illustrate the performance of PDBETA with a protein–DNA complex, a protein–tRNA complex, and some non-protein small molecules, and show that the atomic fluctuations calculated by PDBETA reproduce the temperature factor data of these molecules in the PDB. A comparison was also made with elastic-network-model based NMA in a Cartesian-coordinate system.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>23537565</pmid><doi>10.1016/j.compbiolchem.2013.02.006</doi><tpages>9</tpages></addata></record> |
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subjects | Algorithms Computational Biology Computer programs Data banks Databases, Protein Dihedral angle Dihedral angle space DNA - chemistry Elastic network model Elasticity Mathematical analysis Mathematical models Models, Molecular Molecular structure Networks Normal mode analysis Protein Data Bank Proteins Proteins - chemistry Protein–DNA complex Protein–tRNA complex RNA, Transfer - chemistry |
title | Normal mode analysis based on an elastic network model for biomolecules in the Protein Data Bank, which uses dihedral angles as independent variables |
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