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  • 2000-2004  (5)
  • 1
    Online Resource
    Online Resource
    Wiley ; 2002
    In:  Proteins: Structure, Function, and Bioinformatics Vol. 48, No. 3 ( 2002-08-15), p. 439-446
    In: Proteins: Structure, Function, and Bioinformatics, Wiley, Vol. 48, No. 3 ( 2002-08-15), p. 439-446
    Abstract: Profile search methods based on protein domain alignments have proven to be useful tools in comparative sequence analysis. Domain alignments used by currently available search methods have been computed by sequence comparison. With the growth of the protein structure database, however, alignments of many domain pairs have also been computed by structure comparison. Here, we examine the extent to which information from these two sources agrees. We measure agreement with respect to identification of homologous regions in each protein, that is, with respect to the location of domain boundaries. We also measure agreement with respect to identification of homologous residue sites by comparing alignments and assessing the accuracy of the molecular models they predict. We find that domain alignments in publicly available collections based on sequence and structure comparison are largely consistent. However, the homologous regions identified by sequence comparison are often shorter than those identified by 3D structure comparison. In addition, when overall sequence similarity is low alignments from sequence comparison produce less accurate molecular models, suggesting that they less accurately identify homologous sites. These observations suggest that structure comparison results might be used to improve the overall accuracy of domain alignment collections and the performance of profile search methods based on them. Proteins 2002;48:439–446. © 2002 Wiley‐Liss, Inc.
    Type of Medium: Online Resource
    ISSN: 0887-3585 , 1097-0134
    URL: Issue
    RVK:
    Language: English
    Publisher: Wiley
    Publication Date: 2002
    detail.hit.zdb_id: 1475032-6
    SSG: 12
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  • 2
    Online Resource
    Online Resource
    Elsevier BV ; 2000
    In:  Journal of Molecular Biology Vol. 296, No. 5 ( 2000-03), p. 1319-1331
    In: Journal of Molecular Biology, Elsevier BV, Vol. 296, No. 5 ( 2000-03), p. 1319-1331
    Type of Medium: Online Resource
    ISSN: 0022-2836
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2000
    detail.hit.zdb_id: 1355192-9
    SSG: 12
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  • 3
    Online Resource
    Online Resource
    Wiley ; 2002
    In:  Protein Science Vol. 11, No. 2 ( 2002-02), p. 361-370
    In: Protein Science, Wiley, Vol. 11, No. 2 ( 2002-02), p. 361-370
    Abstract: Sequence comparison methods based on position‐specific score matrices (PSSMs) have proven a useful tool for recognition of the divergent members of a protein family and for annotation of functional sites. Here we investigate one of the factors that affects overall performance of PSSMs in a PSI‐BLAST search, the algorithm used to construct the seed alignment upon which the PSSM is based. We compare PSSMs based on alignments constructed by global sequence similarity (ClustalW and ClustalW‐pairwise), local sequence similarity (BLAST), and local structure similarity (VAST). To assess performance with respect to identification of conserved functional or structural sites, we examine the accuracy of the three‐dimensional molecular models predicted by PSSM‐sequence alignments. Using the known structures of those sequences as the standard of truth, we find that model accuracy varies with the algorithm used for seed alignment construction in the pattern local‐structure (VAST) 〉 local‐sequence (BLAST) 〉 global‐sequence (ClustalW). Using structural similarity of query and database proteins as the standard of truth, we find that PSSM recognition sensitivity depends primarily on the diversity of the sequences included in the alignment, with an optimum around 30–50% average pairwise identity. We discuss these observations, and suggest a strategy for constructing seed alignments that optimize PSSM‐sequence alignment accuracy and recognition sensitivity.
    Type of Medium: Online Resource
    ISSN: 0961-8368 , 1469-896X
    RVK:
    Language: English
    Publisher: Wiley
    Publication Date: 2002
    detail.hit.zdb_id: 2000025-X
    SSG: 12
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  • 4
    Online Resource
    Online Resource
    Wiley ; 2004
    In:  Protein Science Vol. 13, No. 4 ( 2004-04), p. 884-892
    In: Protein Science, Wiley, Vol. 13, No. 4 ( 2004-04), p. 884-892
    Abstract: We present a method for prediction of functional sites in a set of aligned protein sequences. The method selects sites which are both well conserved and clustered together in space, as inferred from the 3D structures of proteins included in the alignment. We tested the method using 86 alignments from the NCBI CDD database, where the sites of experimentally determined ligand and/or macromolecular interactions are annotated. In agreement with earlier investigations, we found that functional site predictions are most successful when overall background sequence conservation is low, such that sites under evolutionary constraint become apparent. In addition, we found that averaging of conservation values across spatially clustered sites improves predictions under certain conditions: that is, when overall conservation is relatively high and when the site in question involves a large macromolecular binding interface. Under these conditions it is better to look for clusters of conserved sites than to look for particular conserved sites.
    Type of Medium: Online Resource
    ISSN: 0961-8368 , 1469-896X
    RVK:
    Language: English
    Publisher: Wiley
    Publication Date: 2004
    detail.hit.zdb_id: 2000025-X
    SSG: 12
    Location Call Number Limitation Availability
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  • 5
    Online Resource
    Online Resource
    Wiley ; 2004
    In:  Proteins: Structure, Function, and Bioinformatics Vol. 57, No. 3 ( 2004-08-06), p. 539-547
    In: Proteins: Structure, Function, and Bioinformatics, Wiley, Vol. 57, No. 3 ( 2004-08-06), p. 539-547
    Type of Medium: Online Resource
    ISSN: 0887-3585
    RVK:
    Language: English
    Publisher: Wiley
    Publication Date: 2004
    detail.hit.zdb_id: 1475032-6
    SSG: 12
    Location Call Number Limitation Availability
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