Partial RdRp sequences offer a robust method for Coronavirus subgenus classification
Wilkinson, D. A.; Joffrin, L.; Lebarbenchon, C.; Mavingui, P.
Show abstract
The recent reclassification of the Riboviria, and the introduction of multiple new taxonomic categories including both subfamilies and subgenera for coronaviruses (family Coronaviridae, subfamily Orthocoronavirinae) represents a major shift in how official classifications are used to designate specific viral lineages. While the newly defined subgenera provide much-needed standardisation for commonly cited viruses of public health importance, no method has been proposed for the assignment of subgenus based on partial sequence data, or for sequences that are divergent from the designated holotype reference genomes. Here, we describe the genetic variation of a partial region of the coronavirus RNA-dependent RNA polymerase (RdRp), which is one of the most used partial sequence loci for both detection and classification of coronaviruses in molecular epidemiology. We infer Bayesian phylogenies from more than 7000 publicly available coronavirus sequences and examine clade groupings relative to all subgenus holotype sequences. Our phylogenetic analyses are largely coherent with genome-scale analyses based on designated holotype members for each subgenus. Distance measures between sequences form discrete clusters between taxa, offering logical threshold boundaries that can attribute subgenus or indicate sequences that are likely to belong to unclassified subgenera both accurately and robustly. We thus propose that partial RdRp sequence data of coronaviruses is sufficient for the attribution of subgenus-level taxonomic classifications and we supply the R package, "MyCoV", which provides a method for attributing subgenus and assessing the reliability of the attribution. Importance StatementThe analysis of polymerase chain reaction amplicons derived from biological samples is the most common modern method for detection and classification of infecting viral agents, such as Coronaviruses. Recent updates to the official standard for taxonomic classification of Coronaviruses, however, may leave researchers unsure as to whether the viral sequences they obtain by these methods can be classified into specific viral taxa due to variations in the sequences when compared to type strains. Here, we present a plausible method for defining genetic dissimilarity cut-offs that will allow researchers to state which taxon their virus belongs to and with what level of certainty. To assist in this, we also provide the R package MyCoV which classifies user generated sequences.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Ambecovirus, a novel Betacoronavirus subgenus circulating in neotropical bats sheds new light on bat-borne coronaviruses evolution 97%
- Diving Deep into Fish Bornaviruses: Uncovering Hidden Diversity and Transcriptional Strategies through Comprehensive Data Mining 95%
- Prospects for a sequence-based taxonomy of influenza A virus subtypes 95%
Similar papers in this journal
- Characterization of Mollivirus kamchatka, the first modern representative of the proposed Molliviridae family of giant viruses 95%
- Viral surveillance of invasive mammals in New Zealand reveals unique viral lineages reflecting their introduction history 95%
- Genomic characterization of a novel SARS-CoV-2 lineage from Rio de Janeiro, Brazil 95%
Similar papers in this journal
- Cloacal virome of an ancient host lineage - the tuatara (Sphenodon punctatus) - reveals abundant and diverse diet-related viruses 96%
- Novel Paju Apodemus Paramyxovirus 1 and 2, Harbored by Apodemus agrarius in The Republic of Korea 95%
- Four novel Picornaviruses viruses detected in Magellanic Penguins (Spheniscus magellanicus) in Chile 94%
Similar papers in this journal
- ‘Vivaldi’: An amplicon-based whole genome sequencing method for the four seasonal human coronaviruses 229E, NL63, OC43 & HKU1, alongside SARS-CoV-2’ 95%
- Host interactions of novel Crassvirales species belonging to multiple families infecting bacterial host, Bacteroides cellulosilyticus WH2 94%
- Human Respiratory Syncytial Virus Genetic Diversity and Lineage Replacement in Ireland pre- and post-COVID-19 pandemic 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.