ArticleInternational journal of molecular sciences2022
Quasispecies Analysis of SARS-CoV-2 of 15 Different Lineages during the First Year of the Pandemic Prompts Scratching under the Surface of Consensus Genome Sequences.
Article in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- APOBEC cellular enzymes as 'court jesters' in SARS-CoV-2 evolution.Virus genes · 2026Article
- Intra-host diversity of SARS-CoV-2 in children with long-term and short-term excretion in nasopharyngeal samples.BMC infectious diseases · 2025Article
- SARS-CoV-2 mutant spectrum complexity is an epidemiologically evolvable trait.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- SARS-CoV-2 biological clones are genetically heterogeneous and include clade-discordant residues.Journal of virology · 2025Article
- Influenza virus reassortment patterns exhibit preference and continuity while uncovering cross-species transmission events.Briefings in bioinformatics · 2025Article
- A general and biomedical perspective of viral quasispecies.RNA (New York, N.Y.) · 2025Review
- Tracking cryptic SARS-CoV-2 hospital outbreak through quasispecies analysis.Virology journal · 2024Article
- "Outlaw" mutations in quasispecies of SARS-CoV-2 inhibit replication.Emerging microbes & infections · 2024Article
- Molecular characterization of SARS-CoV-2 Omicron clade and clinical presentation in children.Scientific reports · 2024Article
- The Global Impact of COVID-19: Historical Development, Molecular Characterization, Drug Discovery and Future Directions.Clinical pathology (Thousand Oaks, Ventura County, Calif.)Review
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Authors and funding
5 authors.
Funding
Abstract
The tremendous majority of SARS-CoV-2 genomic data so far neglected intra-host genetic diversity. Here, we studied SARS-CoV-2 quasispecies based on data generated by next-generation sequencing (NGS) of complete genomes. SARS-CoV-2 raw NGS data had been generated for nasopharyngeal samples collected between March 2020 and February 2021 by the Illumina technology on a MiSeq instrument, without prior PCR amplification. To analyze viral quasispecies, we designed and implemented an in-house Excel file (“QuasiS”) that can characterize intra-sample nucleotide diversity along the genomes using data of the mapping of NGS reads. We compared intra-sample genetic diversity and global genetic diversity available from Nextstrain. Hierarchical clustering of all samples based on the intra-sample genetic diversity was performed and visualized with the Morpheus web application. NGS mapping data from 110 SARS-CoV-2-positive respiratory samples characterized by a mean depth of 169 NGS reads/nucleotide position and for which consensus genomes that had been obtained were classified into 15 viral lineages were analyzed. Mean intra-sample nucleotide diversity was 0.21 ± 0.65%, and 5357 positions (17.9%) exhibited significant (>4%) diversity, in ≥2 genomes for 1730 (5.8%) of them. ORF10, spike, and N genes had the highest number of positions exhibiting diversity (0.56%, 0.34%, and 0.24%, respectively). Nine hot spots of intra-sample diversity were identified in the SARS-CoV-2 NSP6, NSP12, ORF8, and N genes. Hierarchical clustering delineated a set of six genomes of different lineages characterized by 920 positions exhibiting intra-sample diversity. In addition, 118 nucleotide positions (0.4%) exhibited diversity at both intra- and inter-patient levels. Overall, the present study illustrates that the SARS-CoV-2 consensus genome sequences are only an incomplete and imperfect representation of the entire viral population infecting a patient, and that quasispecies analysis may allow deciphering more accurately the viral evolutionary pathways.
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