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StORF-Reporter: finding genes between genes.

Nicholas J Dimonaco1,2,3,4,5, Amanda Clare2, Kim Kenobi6

  • 1Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Aberystwyth SY23 3PD, Wales, UK.

Nucleic Acids Research
|October 28, 2023
PubMed
Summary
This summary is machine-generated.

StORF-Reporter identifies missing prokaryotic genes in unannotated genomic regions. This tool finds Stop-ORFs (StORFs), recovering genes often missed by standard annotation methods, improving genome annotation accuracy.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Computational Biology

Background:

  • Prokaryotic genomes contain large unannotated regions due to annotation tool limitations.
  • Alternative start codons frequently cause misreporting or omission of genes in current annotations.

Purpose of the Study:

  • To present StORF-Reporter, a novel tool for identifying missing protein-coding genes (CDS) in unannotated prokaryotic genomic regions.
  • To improve the completeness and accuracy of prokaryotic genome annotations.

Main Methods:

  • Extraction of unannotated genomic regions from annotated genomes.
  • Identification of Stop-ORFs (StORFs) within these unannotated regions.
  • StORFs are open reading frames delimited by stop codons, designed to capture frequently missed genes.

Main Results:

  • StORF-Reporter successfully recovered genes absent from canonical genome annotations.
  • Application to model organisms, the Escherichia coli pangenome, and a large dataset (5109 genomes) revealed extended gene collections.
  • Novel gene families were identified, and existing families were extended across additional genera.

Conclusions:

  • The StORF-Reporter methodology effectively identifies and recovers potentially functional genes missed by standard annotation pipelines.
  • High sequence conservation across genera suggests many identified StORFs represent genuine functional genes.
  • These findings advocate for the inclusion of identified StORFs in future canonical genome annotations.