Literature DB >> 10222410

A novel method for automatic functional annotation of proteins.

W Fleischmann1, S Möller, A Gateau, R Apweiler.   

Abstract

MOTIVATION: To cope with the increasing amount of sequence data, reliable automatic annotation tools are required. The TrEMBL database contains together with SWISS-PROT nearly all publicly available protein sequences, but in contrast to SWISS-PROT only limited functional annotation. To improve this situation, we had to develop a method of automatic annotation that produces highly reliable functional prediction using the language and the syntax of SWISS-PROT.
RESULTS: An algorithm was developed and successfully used for the automatic annotation of a testset of unknown proteins. The predicted information included description, function, catalytic activity, cofactors, pathway, subcellular location, quaternary structure, similarity to other protein, active sites, and keywords. The algorithm showed a low coverage (10%), but a high specificity and reliability. AVAILABILITY: The results can be obtained by anonymous ftp from ftp.ebi.ac.uk/pub/databases/sp_tr_nrdb. The source code is available on request from the authors.

Mesh:

Substances:

Year:  1999        PMID: 10222410     DOI: 10.1093/bioinformatics/15.3.228

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


  26 in total

1.  The InterPro database, an integrated documentation resource for protein families, domains and functional sites.

Authors:  R Apweiler; T K Attwood; A Bairoch; A Bateman; E Birney; M Biswas; P Bucher; L Cerutti; F Corpet; M D Croning; R Durbin; L Falquet; W Fleischmann; J Gouzy; H Hermjakob; N Hulo; I Jonassen; D Kahn; A Kanapin; Y Karavidopoulou; R Lopez; B Marx; N J Mulder; T M Oinn; M Pagni; F Servant; C J Sigrist; E M Zdobnov
Journal:  Nucleic Acids Res       Date:  2001-01-01       Impact factor: 16.971

2.  CluSTr: a database of clusters of SWISS-PROT+TrEMBL proteins.

Authors:  E V Kriventseva; W Fleischmann; E M Zdobnov; R Apweiler
Journal:  Nucleic Acids Res       Date:  2001-01-01       Impact factor: 16.971

3.  Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.

Authors:  M Ashburner; C A Ball; J A Blake; D Botstein; H Butler; J M Cherry; A P Davis; K Dolinski; S S Dwight; J T Eppig; M A Harris; D P Hill; L Issel-Tarver; A Kasarskis; S Lewis; J C Matese; J E Richardson; M Ringwald; G M Rubin; G Sherlock
Journal:  Nat Genet       Date:  2000-05       Impact factor: 38.330

4.  Predicting gene ontology functions from ProDom and CDD protein domains.

Authors:  Jonathan Schug; Sharon Diskin; Joan Mazzarelli; Brian P Brunk; Christian J Stoeckert
Journal:  Genome Res       Date:  2002-04       Impact factor: 9.043

5.  The Gene Ontology Annotation (GOA) project: implementation of GO in SWISS-PROT, TrEMBL, and InterPro.

Authors:  Evelyn Camon; Michele Magrane; Daniel Barrell; David Binns; Wolfgang Fleischmann; Paul Kersey; Nicola Mulder; Tom Oinn; John Maslen; Anthony Cox; Rolf Apweiler
Journal:  Genome Res       Date:  2003-03-12       Impact factor: 9.043

6.  UniProt: the Universal Protein knowledgebase.

Authors:  Rolf Apweiler; Amos Bairoch; Cathy H Wu; Winona C Barker; Brigitte Boeckmann; Serenella Ferro; Elisabeth Gasteiger; Hongzhan Huang; Rodrigo Lopez; Michele Magrane; Maria J Martin; Darren A Natale; Claire O'Donovan; Nicole Redaschi; Lai-Su L Yeh
Journal:  Nucleic Acids Res       Date:  2004-01-01       Impact factor: 16.971

7.  The SWISS-PROT protein knowledgebase and its supplement TrEMBL in 2003.

Authors:  Brigitte Boeckmann; Amos Bairoch; Rolf Apweiler; Marie-Claude Blatter; Anne Estreicher; Elisabeth Gasteiger; Maria J Martin; Karine Michoud; Claire O'Donovan; Isabelle Phan; Sandrine Pilbout; Michel Schneider
Journal:  Nucleic Acids Res       Date:  2003-01-01       Impact factor: 16.971

8.  Using text analysis to identify functionally coherent gene groups.

Authors:  Soumya Raychaudhuri; Hinrich Schütze; Russ B Altman
Journal:  Genome Res       Date:  2002-10       Impact factor: 9.043

9.  The computational analysis of scientific literature to define and recognize gene expression clusters.

Authors:  Soumya Raychaudhuri; Jeffrey T Chang; Farhad Imam; Russ B Altman
Journal:  Nucleic Acids Res       Date:  2003-08-01       Impact factor: 16.971

10.  The SWISS-PROT protein sequence database and its supplement TrEMBL in 2000.

Authors:  A Bairoch; R Apweiler
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

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