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RNA viruses are categorized into positive-strand, negative-strand, or double-stranded groups based on their genomic structure and replication mechanisms. This classification dictates how they exploit host cellular machinery for protein synthesis and replication. Some RNA viruses also utilize reverse transcription as part of their life cycle, further diversifying their replication strategies.Positive-Strand RNA VirusesPositive-strand RNA viruses have genomes that function directly as messenger...
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Cells are sometimes infected by more than one virus at once. When two viruses disassemble to expose their genomes for replication in the same cell, similar regions of their genomes can pair together and exchange sequences in a process called recombination. Alternatively, viruses with segmented genomes can swap segments in a process called reassortment.
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A mutation is a change in the sequence of bases of DNA or RNA in a genome. Some mutations occur during replication of the genome due to errors made by the polymerase enzymes that replicate DNA or RNA. Unlike DNA polymerase, RNA polymerase is prone to errors because it is not capable of “proofreading” its work. Viruses with RNA-based genomes, like HIV, therefore accrue mutations faster than viruses with DNA-based genomes. Because mutation and recombination provide the raw material...
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Related Experiment Video

Updated: Sep 26, 2025

Combining Analysis of DNA in a Crude Virion Extraction with the Analysis of RNA from Infected Leaves to Discover New Virus Genomes
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MALVIRUS: an integrated application for viral variant analysis.

Simone Ciccolella1, Luca Denti1,2, Paola Bonizzoni1

  • 1Department of Informatics, Systems and Communication, University of Milano-Bicocca, Viale Sarca 336, 20136, Milan, Italy.

BMC Bioinformatics
|April 20, 2022
PubMed
Summary
This summary is machine-generated.

MALVIRUS is a new application for analyzing viral populations, like SARS-CoV-2. It efficiently identifies variants and assigns lineages, improving viral strain tracking.

Keywords:
GenotypingLineage classificationSARS-CoV-2Sequence analysisVirus

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Area of Science:

  • Genomics
  • Bioinformatics
  • Virology

Background:

  • Efficiently calling variants from viral sequencing data is crucial for tracking global spread, as highlighted by the COVID-19 pandemic.
  • The increasing volume of daily sequencing data necessitates advanced analytical tools for viral population studies.

Purpose of the Study:

  • To present MALVIRUS, an accessible application designed for comprehensive viral population analysis.
  • To facilitate variant catalog construction, genotyping, annotation, and lineage assignment for viral samples, including SARS-CoV-2.

Main Methods:

  • MALVIRUS constructs a variant catalog of SNPs/indels from population sequences.
  • It efficiently genotypes and annotates catalog variants using read samples.
  • For SARS-CoV-2, it assigns samples to Pango lineages based on genotyped variations.

Main Results:

  • MALVIRUS demonstrated efficiency and effectiveness on both Illumina and Nanopore sequencing data for SARS-CoV-2 analysis.
  • Performance was validated against public NCBI and comprehensive GISAID datasets.
  • Comparative analysis showed MALVIRUS offers superior precision and recall compared to existing state-of-the-art tools.

Conclusions:

  • MALVIRUS is a highly effective tool for analyzing SARS-CoV-2 strains.
  • The application provides enhanced precision and recall in variant analysis.
  • Its ease of installation and use makes it valuable for viral population studies.