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DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces.

DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces. Research Abstract Details 

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  • DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces. Abstract Text:

    harianto tjongHarianto Tjong,huan-xiang zhouHuan-Xiang Zhou,

    Structural and physical properties of DNA provide important constraints on the binding sites formed on surfaces of DNA-targeting proteins. Characteristics of such binding sites may form the basis for predicting DNA-binding sites from the structures of proteins alone. Such an approach has been successfully developed for predicting protein-protein interface. Here this approach is adapted for predicting DNA-binding sites. We used a representative set of 264 protein-DNA complexes from the Protein Data Bank to analyze characteristics and to train and test a neural network predictor of DNA-binding sites. The input to the predictor consisted of PSI-blast sequence profiles and solvent accessibilities of each surface residue and 14 of its closest neighboring residues. Predicted DNA-contacting residues cover 60% of actual DNA-contacting residues and have an accuracy of 76%. This method significantly outperforms previous attempts of DNA-binding site predictions. Its application to the prion protein yielded a DNA-binding site that is consistent with recent NMR chemical shift perturbation data, suggesting that it can complement experimental techniques in characterizing protein-DNA interfaces.

    DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces. Publishing Authors By Initials

    h tjongH Tjong,hx zhouHX Zhou,

    For similar investigative techniques: genetic techniques: sequence analysis: sequence analysis, protein research abstracts see: investigative techniques: genetic techniques: sequence analysis: sequence analysis, protein research

    PUBMED ID PMID:

    MEDLINE DATE:

    DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces. Journal Published:

    PUBLICATION TYPE: Research Support, N.I.H., Extr

    Journal: Nucleic acids research

    VOLUME: 35

    Page Numbers: 1465-77

    Journal Abbreviation:

    ISSN: 1362-4962

    DAY: 6

    MONTH: 02

    YEAR: 2007

    DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces. Information

    Number of References:

    LANGUAGE: eng

    NlmUniqueID: 411011

    DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces. Keywords Mesh Terms:

    KEYWORDS: Sequence Analysis, Protein

    MESH TERMS: chemistry

    Chemical & Substance for Abstract: DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces. Information

    Substance Name: DNA

    Registry Number: 9007-49-2

    Grant and Affiliation Information for DISPLAR: an accurate method for predicting DNA-binding sites on protein surfaces.

    AFFILIATION: Department of Physics and Institute of Molecular Biophysics and School of Computational Science, Florida State University, Tallahassee, FL 32306, USA.

    Country: England

    England Research PublicationEngland Research Publication

    AGENCY: United States NIGMS

    GRANT: GM58187

    ACRONYM: GM

    MEDLINETA: Nucleic Acids Res

    REFSOURCE:

    DATABASENAME:

    ACCESSION NUMBER:

    Number Hits: 0

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