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Comparative Lesions Analysis Through a Targeted Sequencing Approach
Published on: November 5, 2019
Bioinformatic Approaches for Comparative Analysis of Viruses
Deyvid Amgarten1, Chris Upton2
1Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo, SP, Brazil.
Analyzing viral genomes is challenging due to rapid data growth and unique viral features. This study details bioinformatic methods for comparative viral genomics, including clustering, alignments, and taxonomic identification, to overcome these hurdles.
Area of Science:
- Bioinformatics
- Virology
- Genomics
Background:
- Viral genomic data is rapidly expanding, with new strains and species constantly discovered.
- Metagenomic techniques further increase the volume and rate of sequenced viral genomes.
- Unique viral features, like RNA genomes and RNA-to-DNA information flow, challenge standard molecular biology analyses.
Purpose of the Study:
- To present essential bioinformatic techniques for comparative viral genome analysis.
- To discuss how unique viral characteristics impact standard analytical methods.
- To provide protocols for overcoming common challenges in viral data analysis.
Main Methods:
- Clustering of related viral genomes.
- Whole genome multiple sequence alignments for small RNA viruses.
- Protein alignments for viral marker genes.
- Ortholog group analyses for viral comparisons.
- Taxonomic identification of viruses from environmental datasets.
Main Results:
- Established bioinformatic approaches for handling large-scale viral genomic data.
- Demonstrated methods to address challenges posed by unique viral genomic features.
- Provided practical protocols for comparative viral genomics.
Conclusions:
- Bioinformatic tools are crucial for extracting meaningful information from the growing volume of viral genomic data.
- Adapting standard analyses is necessary to accommodate the unique biological features of viruses.
- Effective comparative analysis enables better understanding of viral diversity and evolution.
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