ProtoNet 4.0: a hierarchical classification of one million protein sequences.

Abstract:

:ProtoNet is an automatic hierarchical classification of the protein sequence space. In 2004, the ProtoNet (version 4.0) presents the analysis of over one million proteins merged from SwissProt and TrEMBL databases. In addition to rich visualization and analysis tools to navigate the clustering hierarchy, we incorporated several improvements that allow a simplified view of the scaffold of the proteins. An unsupervised, biologically valid method that was developed resulted in a condensation of the ProtoNet hierarchy to only 12% of the clusters. A large portion of these clusters was automatically assigned high confidence biological names according to their correspondence with functional annotations. ProtoNet is available at: http://www.protonet.cs.huji.ac.il.

journal_name

Nucleic Acids Res

journal_title

Nucleic acids research

authors

Kaplan N,Sasson O,Inbar U,Friedlich M,Fromer M,Fleischer H,Portugaly E,Linial N,Linial M

doi

10.1093/nar/gki007

keywords:

subject

Has Abstract

pub_date

2005-01-01 00:00:00

pages

D216-8

issue

Database issue

eissn

0305-1048

issn

1362-4962

pii

33/suppl_1/D216

journal_volume

33

pub_type

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