mGene.web: a web service for accurate computational gene finding.

Abstract:

:We describe mGene.web, a web service for the genome-wide prediction of protein coding genes from eukaryotic DNA sequences. It offers pre-trained models for the recognition of gene structures including untranslated regions in an increasing number of organisms. With mGene.web, users have the additional possibility to train the system with their own data for other organisms on the push of a button, a functionality that will greatly accelerate the annotation of newly sequenced genomes. The system is built in a highly modular way, such that individual components of the framework, like the promoter prediction tool or the splice site predictor, can be used autonomously. The underlying gene finding system mGene is based on discriminative machine learning techniques and its high accuracy has been demonstrated in an international competition on nematode genomes. mGene.web is available at http://www.mgene.org/web, it is free of charge and can be used for eukaryotic genomes of small to moderate size (several hundred Mbp).

journal_name

Nucleic Acids Res

journal_title

Nucleic acids research

authors

Schweikert G,Behr J,Zien A,Zeller G,Ong CS,Sonnenburg S,Rätsch G

doi

10.1093/nar/gkp479

subject

Has Abstract

pub_date

2009-07-01 00:00:00

pages

W312-6

issue

Web Server issue

eissn

0305-1048

issn

1362-4962

pii

gkp479

journal_volume

37

pub_type

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