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Fast determination of the optimal rotational matrix for macromolecular superpositions
Finding the rotational matrix that minimizes the sum of squared deviations between two vectors is an important problem in bioinformatics and crystallography. Traditional algorithms involve the inversion or decomposition of a 3 × 3 or 4 × 4 matrix, which can be computationally expensive and numerical...
Autores principales: | , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Wiley Subscription Services, Inc., A Wiley Company
2010
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2958452/ https://www.ncbi.nlm.nih.gov/pubmed/20017124 http://dx.doi.org/10.1002/jcc.21439 |
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author | Liu, Pu Agrafiotis, Dimitris K Theobald, Douglas L |
author_facet | Liu, Pu Agrafiotis, Dimitris K Theobald, Douglas L |
author_sort | Liu, Pu |
collection | PubMed |
description | Finding the rotational matrix that minimizes the sum of squared deviations between two vectors is an important problem in bioinformatics and crystallography. Traditional algorithms involve the inversion or decomposition of a 3 × 3 or 4 × 4 matrix, which can be computationally expensive and numerically unstable in certain cases. Here, we present a simple and robust algorithm to rapidly determine the optimal rotation using a Newton-Raphson quaternion-based method and an adjoint matrix. Our method is at least an order of magnitude more efficient than conventional inversion/decomposition methods, and it should be particularly useful for high-throughput analyses of molecular conformations. © 2009 Wiley Periodicals, Inc. J Comput Chem, 2010 |
format | Text |
id | pubmed-2958452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Wiley Subscription Services, Inc., A Wiley Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-29584522010-10-22 Fast determination of the optimal rotational matrix for macromolecular superpositions Liu, Pu Agrafiotis, Dimitris K Theobald, Douglas L J Comput Chem Rapid Communication Finding the rotational matrix that minimizes the sum of squared deviations between two vectors is an important problem in bioinformatics and crystallography. Traditional algorithms involve the inversion or decomposition of a 3 × 3 or 4 × 4 matrix, which can be computationally expensive and numerically unstable in certain cases. Here, we present a simple and robust algorithm to rapidly determine the optimal rotation using a Newton-Raphson quaternion-based method and an adjoint matrix. Our method is at least an order of magnitude more efficient than conventional inversion/decomposition methods, and it should be particularly useful for high-throughput analyses of molecular conformations. © 2009 Wiley Periodicals, Inc. J Comput Chem, 2010 Wiley Subscription Services, Inc., A Wiley Company 2010-05 2009-12-16 /pmc/articles/PMC2958452/ /pubmed/20017124 http://dx.doi.org/10.1002/jcc.21439 Text en Copyright © 2010 Wiley Periodicals, Inc., A Wiley Company http://creativecommons.org/licenses/by/2.5/ Re-use of this article is permitted in accordance with the Creative Commons Deed, Attribution 2.5, which does not permit commercial exploitation. |
spellingShingle | Rapid Communication Liu, Pu Agrafiotis, Dimitris K Theobald, Douglas L Fast determination of the optimal rotational matrix for macromolecular superpositions |
title | Fast determination of the optimal rotational matrix for macromolecular superpositions |
title_full | Fast determination of the optimal rotational matrix for macromolecular superpositions |
title_fullStr | Fast determination of the optimal rotational matrix for macromolecular superpositions |
title_full_unstemmed | Fast determination of the optimal rotational matrix for macromolecular superpositions |
title_short | Fast determination of the optimal rotational matrix for macromolecular superpositions |
title_sort | fast determination of the optimal rotational matrix for macromolecular superpositions |
topic | Rapid Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2958452/ https://www.ncbi.nlm.nih.gov/pubmed/20017124 http://dx.doi.org/10.1002/jcc.21439 |
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