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Novel Sequence Discovery by Subtractive Genomics
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Finding Genes in Genome Sequence.

Alice Carolyn McHardy1,2, Andreas Kloetgen3,4

  • 1Department for Algorithmic Bioinformatics, Heinrich Heine University, Düsseldorf, Germany. mchardy@hhu.de.

Methods in Molecular Biology (Clifton, N.J.)
|November 30, 2016
PubMed
Summary

Gene finding identifies DNA regions encoding proteins or functional RNAs, crucial for genomic analysis. This chapter details automated methods for protein-coding gene identification across diverse genomes.

Keywords:
Environmental sequence samplesGene findingGene predictionGenomic sequenceNext-generation sequencingProtein-coding sequences

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Area of Science:

  • Genomics
  • Bioinformatics
  • Computational Biology

Background:

  • Gene finding is the critical first step in analyzing genomic sequences.
  • Accurate gene identification underpins all subsequent downstream analyses.
  • Understanding gene structure is essential for deciphering biological function.

Purpose of the Study:

  • To describe the biological basis of gene finding.
  • To present computational approaches for automated protein-coding gene identification.
  • To review the state-of-the-art in gene finding for various genomic contexts.

Main Methods:

  • Review of biological principles underlying gene structure.
  • Description of computational algorithms and software for gene prediction.
  • Analysis of gene finding performance across different genome types.

Main Results:

  • Comprehensive overview of automated gene finding techniques.
  • Discussion of methods applicable to bacterial, archaeal, and eukaryotic genomes.
  • Consideration of gene finding in complex environmental sequence data.

Conclusions:

  • Automated gene finding is a well-established yet evolving field.
  • The described methods provide a foundation for analyzing novel genomic data.
  • Accurate gene identification remains paramount for biological discovery.