MyCoV
MyCoV classifies coronaviruses into subgenera using partial RNA-dependent RNA polymerase (RdRp) sequences to enable subgenus-level taxonomic attribution.
Key Features:
- Subgenus Classification: Predicts coronavirus subgenera from partial RdRp sequences for subgenus-level taxonomic assignment.
- Phylogenetic Analysis: Uses Bayesian phylogenies inferred from over 7,000 publicly available coronavirus sequences to establish clade groupings relative to holotype sequences.
- Distance Measures: Employs pairwise distance measures to form discrete clusters and define threshold boundaries for subgenus delineation.
- Unclassified Sequences: Identifies sequences that fall outside defined subgenus clusters, indicating likely unclassified subgenera.
- Reliability Assessment: Evaluates the reliability of subgenus attributions to provide a measure of taxonomic confidence.
Scientific Applications:
- Molecular Epidemiology: Supports epidemiological studies requiring precise subgenus-level lineage identification.
- Public Health Research: Aids standardization of virus classification relevant to Coronaviridae taxonomic updates and public health surveillance.
- PCR Amplicon Analysis: Classifies PCR amplicons from biological samples when sequences diverge from type strains.
Methodology:
Operates as a wrapper script for nucleotide BLAST+ and requires a local installation of BLAST+ in a Linux environment; utilizes partial RdRp sequence data to infer phylogenetic relationships using Bayesian phylogenies and applies distance-based clustering methods to delineate subgenera.
Topics
Details
- License:
- MIT
- Tool Type:
- library
- Programming Languages:
- R
- Added:
- 1/18/2021
- Last Updated:
- 3/8/2021
Operations
Publications
Wilkinson DA, Joffrin L, Lebarbenchon C, Mavingui P. Partial RdRp sequences offer a robust method for Coronavirus subgenus classification. Unknown Journal. 2020. doi:10.1101/2020.03.02.974311.