Literature DB >> 16870939

Identification of function-associated loop motifs and application to protein function prediction.

Jordi Espadaler1, Enrique Querol, Francesc X Aviles, Baldo Oliva.   

Abstract

MOTIVATION: The detection of function-related local 3D-motifs in protein structures can provide insights towards protein function in absence of sequence or fold similarity. Protein loops are known to play important roles in protein function and several loop classifications have been described, but the automated identification of putative functional 3D-motifs in such classifications has not yet been addressed. This identification can be used on sequence annotations.
RESULTS: We evaluated three different scoring methods for their ability to identify known motifs from the PROSITE database in ArchDB. More than 500 new putative function-related motifs not reported in PROSITE were identified. Sequence patterns derived from these motifs were especially useful at predicting precise annotations. The number of reliable sequence annotations could be increased up to 100% with respect to standard BLAST. CONTACT: boliva@imim.es SUPPLEMENTARY INFORMATION: Supplementary Data are available at Bioinformatics online.

Mesh:

Substances:

Year:  2006        PMID: 16870939     DOI: 10.1093/bioinformatics/btl382

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  18 in total

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2.  Analysis of loop boundaries using different local structure assignment methods.

Authors:  Manoj Tyagi; Aurélie Bornot; Bernard Offmann; Alexandre G de Brevern
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4.  Prediction of a new class of RNA recognition motif.

Authors:  Núria Cerdà-Costa; Jaume Bonet; M Rosario Fernández; Francesc X Avilés; Baldomero Oliva; Sandra Villegas
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5.  Structural fragment clustering reveals novel structural and functional motifs in alpha-helical transmembrane proteins.

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6.  Mining protein loops using a structural alphabet and statistical exceptionality.

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7.  Structural relationships in the lysozyme superfamily: significant evidence for glycoside hydrolase signature motifs.

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Review 8.  Is protein classification necessary? Toward alternative approaches to function annotation.

Authors:  Donald Petrey; Barry Honig
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9.  Dissecting protein loops with a statistical scalpel suggests a functional implication of some structural motifs.

Authors:  Leslie Regad; Juliette Martin; Anne-Claude Camproux
Journal:  BMC Bioinformatics       Date:  2011-06-20       Impact factor: 3.169

10.  Including Functional Annotations and Extending the Collection of Structural Classifications of Protein Loops (ArchDB).

Authors:  Antoni Hermoso; Jordi Espadaler; E Enrique Querol; Francesc X Aviles; Michael J E Sternberg; Baldomero Oliva; Narcis Fernandez-Fuentes
Journal:  Bioinform Biol Insights       Date:  2009-11-24
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