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Computational identification of protein-coding sequences by comparative analysis

Authors: Wu, Feihong; Towfic, Fadi; Dobbs, Drena; Honavar, Vasant;

Computational identification of protein-coding sequences by comparative analysis

Abstract

Gene prediction is an essential step in understanding the genome of a species once it has been sequenced. For that, a promising direction in current research on gene finding is a comparative genomics approach. In this paper, we present a novel approach to identifying evolutionarily conserved protein-coding sequences in genomes. The method takes advantage of the specific substitution pattern of coding sequences together with the consistency of reading frames. It has been implemented in a software called PROTEA. Large-scale experimentation shows good results. PROTEA is intended to be a useful complement to existing tools based on homology search or statistical properties of the sequences.

Countries
United States, France, France
Keywords

570, Bioinformatics, Molecular Sequence Data, MESH: Base Sequence, Cell and Developmental Biology, MESH: Software, Open Reading Frames, [INFO.INFO-BI] Computer Science [cs]/Bioinformatics [q-bio.QM], MESH: Molecular Sequence Data, [SDV.BIBS] Life Sciences [q-bio]/Quantitative Methods [q-bio.QM], Base Sequence, MESH: Genomics, Computational Biology, Genetics and Genomics, 006, Genomics, MESH: Open Reading Frames, [SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM], 620, [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM], Software, MESH: Computational Biology

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    66
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
66
Top 10%
Top 1%
Top 10%