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A constraint logic programming approach to 3D structure determination of large protein complexes

Published: 23 April 2006 Publication History

Abstract

The paper describes a novel framework, constructed using constraint logic programming and parallelism, to determine the association between parts of the primary sequence of a protein and α-helices extracted from 3-dimensional low-resolution descriptions of large protein complexes. The association is determined by extracting constraints from the 3D information, regarding length, relative position, and connectivity of helices, and solving these constraints with the guidance of a secondary structure prediction algorithm. Parallelism is employed to enhance performance on large proteins. The framework provides a fast, inexpensive alternative to determine the exact tertiary structure of unknown proteins.

References

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R. Backofen. The protein structure prediction problem: A constraint optimization approach using a new lower bound. Constraints, 6(2--3), 2001.
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R. Bonneau and D. Baker. Ab initio protein structure prediction: progress and prospects. Annu. Rev. Biophys. Biomol. Struct., 30:173--89, 2001.
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B. R. Brooks et al. CHARMM: A Program for Macromolecular Energy Minimization and Dynamics Calculations. J. Comput. Chem. 1983, 4: 187--217.
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A. Dal Palu et al. A Constraint Logic Programming Approach to 3D Structure Determination of Large Protein Complexes. NMSU-CS-TR-05., 2005.
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W. Chiu et al. Deriving Folds of Macromolecular Complexes through Electron Cryomicroscopy and Bioinformatics Approaches. In Curr Opin Struct Biol., 12:263--269, 2002.
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J. He, Y. Lu, E. Pontelli. A Parallel Algorithm for Helices Mapping between 3D and 1D Protein Structure Using the Length Constraints. In ISPA, Springer Verlag, 2004.
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W. Jiang et al. Computational Tools for Intermediate Resolution Structure Interpretation. J Mol Biol., 308, 2001.
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D. T. Jones. Protein Secondary Structure Prediction Based on Position-Specific Scoring Matrices. J Mol Biol., 292, 1999.
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S. Kirkpatrick et al. Optimization by simulated annealing. Science, (220):671--680, 1983.
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Z. H. Zhou et al. Electron Cryomicroscopy and Bioinformatics Suggest Protein Fold Models for Rice Dwarf Virus. In Nat Struct Biol., 8, 2001.

Cited By

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  • (2018)Analytical Approaches to Improve Accuracy in Solving the Protein Topology ProblemMolecules10.3390/molecules2302002823:2(28)Online publication date: 23-Jan-2018
  • (2018) PEM-fitter : A Coarse-Grained Method to Validate Protein Candidate Models Journal of Computational Biology10.1089/cmb.2017.019125:1(21-32)Online publication date: Jan-2018
  • (2017)Geometry Analysis for Protein Secondary Structures Matching ProblemProceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics10.1145/3107411.3107505(716-721)Online publication date: 20-Aug-2017
  • Show More Cited By

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  1. A constraint logic programming approach to 3D structure determination of large protein complexes

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    cover image ACM Conferences
    SAC '06: Proceedings of the 2006 ACM symposium on Applied computing
    April 2006
    1967 pages
    ISBN:1595931082
    DOI:10.1145/1141277
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    Published: 23 April 2006

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    Author Tags

    1. constraint logic programming
    2. protein structure

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    View all
    • (2018)Analytical Approaches to Improve Accuracy in Solving the Protein Topology ProblemMolecules10.3390/molecules2302002823:2(28)Online publication date: 23-Jan-2018
    • (2018) PEM-fitter : A Coarse-Grained Method to Validate Protein Candidate Models Journal of Computational Biology10.1089/cmb.2017.019125:1(21-32)Online publication date: Jan-2018
    • (2017)Geometry Analysis for Protein Secondary Structures Matching ProblemProceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics10.1145/3107411.3107505(716-721)Online publication date: 20-Aug-2017
    • (2013)Intensity-Based Skeletonization of CryoEM Gray-Scale Images Using a True Segmentation-Free AlgorithmIEEE/ACM Transactions on Computational Biology and Bioinformatics10.1109/TCBB.2013.12110:5(1289-1298)Online publication date: 1-Sep-2013

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