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Published on: May 31, 2024
A proteogenomic update to Yersinia: enhancing genome annotation
Samuel H Payne1, Shih-Ting Huang, Rembert Pieper
1J Craig Venter Institute, 9704 Medical Center Drive, Rockville, MD 20850, USA. spayne@jcvi.org
Proteogenomics rapidly improves genome annotation accuracy by integrating experimental proteomics data. This study enhanced the Yersinia pestis genome, correcting gene models and improving signal peptide identification.
Area of Science:
- Genomics
- Proteomics
- Bioinformatics
Background:
- Accurate genome annotation is crucial for biomedical research.
- Rapid sequencing generates vast genomic data, often leading to annotation errors.
- Existing gene sets contain inaccuracies in protein primary structures.
Purpose of the Study:
- To apply proteogenomics for accurate genome annotation of Yersinia pestis.
- To identify and correct misannotations in the Yersinia pestis genome.
- To enhance genome annotation across related Yersinia species.
Main Methods:
- Comprehensive proteogenomic analysis of Yersinia pestis KIM.
- Utilizing experimental proteomics data to validate and correct gene models.
- Applying findings to annotate 21 additional Yersinia genomes.
Main Results:
- Discovered non-annotated genes and corrected protein boundaries.
- Removed erroneously annotated open reading frames (ORFs).
- Made significant progress in accurately identifying signal peptides.
- Successfully corrected and enhanced annotations for 21 Yersinia genomes.
Conclusions:
- 141 gene models were updated in RefSeq and GenBank.
- Improved gene models are accessible via NCBI tools.
- New, more accurate methods for identifying signal peptides in proteomics data were discovered.
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