ArticleGenome medicine2021
Profiling SARS-CoV-2 mutation fingerprints that range from the viral pangenome to individual infection quasispecies.
Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 29 citations in OpenAlex.
- A novel Vector-Symbolic Architecture for graph encoding and its application to viral pangenome-based species classification.BioData mining · 2026Article
- 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
- Influenza virus reassortment patterns exhibit preference and continuity while uncovering cross-species transmission events.Briefings in bioinformatics · 2025Article
- Comparative Atlas of SARS-CoV-2 Substitution Mutations: A Focus on Iranian Strains Amidst Global Trends.Viruses · 2024Article
- Highly Multiplexed Reverse-Transcription Loop-Mediated Isothermal Amplification and Nanopore Sequencing (LAMPore) for Wastewater-Based Surveillance.ACS ES&T water · 2024Article
- Machine learning-based approach KEVOLVE efficiently identifies SARS-CoV-2 variant-specific genomic signatures.PloS one · 2024Article
- Pan-conserved segment tags identify ultra-conserved sequences across assemblies in the human pangenome.Cell reports methods · 2023Article
- Zebrafish models of COVID-19.FEMS microbiology reviews · 2023Review
- Whole-Genome Comparison of Representatives of All Variants of SARS-CoV-2, Including Subvariant BA.2 and the GKA Clade.Advances in virology · 2023Article
- SARS-CoV-2 Mutant Spectra at Different Depth Levels Reveal an Overwhelming Abundance of Low Frequency Mutations.Pathogens (Basel, Switzerland) · 2022Article
- Mapping Data to Deep Understanding: Making the Most of the Deluge of SARS-CoV-2 Genome Sequences.mSystems · 2022Article
- SARS-CoV-2 in hospital air as revealed by comprehensive respiratory viral panel sequencing.Infection prevention in practice · 2022Article
- Complementary Effects of Virus Population Are Required for Efficient Virus Infection.Frontiers in microbiology · 2022Article
- Genome sequence diversity of SARS-CoV-2 obtained from clinical samples in Uzbekistan.PloS one · 2022Article
- Whole-Genome Sequencing of SARS-CoV-2 Infection in a Cluster of Immunocompromised Children in Indonesia.Frontiers in medicine · 2022Article
- Jumping a Moving Train: SARS-CoV-2 Evolution in Real Time.Journal of the Pediatric Infectious Diseases Society · 2021Review
- The Algerian Chapter of SARS-CoV-2 Pandemic: An Evolutionary, Genetic, and Epidemiological Prospect.Viruses · 2021Article
- Efficacy of mesenchymal stromal cells and cellular products in improvement of symptoms for COVID-19 and similar lung diseases.Biotechnology and bioengineering · 2021Review
- Fundamentals of genomic epidemiology, lessons learned from the coronavirus disease 2019 (COVID-19) pandemic, and new directions.Antimicrobial stewardship & healthcare epidemiology : ASHE · 2021Review
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Authors and funding
11 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe genome of SARS-CoV-2 is susceptible to mutations during viral replication due to the errors generated by RNA-dependent RNA polymerases. These mutations enable the SARS-CoV-2 to evolve into new strains. Viral quasispecies emerge from de novo mutations that occur in individual patients. In combination, these sets of viral mutations provide distinct genetic fingerprints that reveal the patterns of transmission and have utility in contact tracing.
methodsLeveraging thousands of sequenced SARS-CoV-2 genomes, we performed a viral pangenome analysis to identify conserved genomic sequences. We used a rapid and highly efficient computational approach that relies on k-mers, short tracts of sequence, instead of conventional sequence alignment. Using this method, we annotated viral mutation signatures that were associated with specific strains. Based on these highly conserved viral sequences, we developed a rapid and highly scalable targeted sequencing assay to identify mutations, detect quasispecies variants, and identify mutation signatures from patients. These results were compared to the pangenome genetic fingerprints.
resultsWe built a k-mer index for thousands of SARS-CoV-2 genomes and identified conserved genomics regions and landscape of mutations across thousands of virus genomes. We delineated mutation profiles spanning common genetic fingerprints (the combination of mutations in a viral assembly) and a combination of mutations that appear in only a small number of patients. We developed a targeted sequencing assay by selecting primers from the conserved viral genome regions to flank frequent mutations. Using a cohort of 100 SARS-CoV-2 clinical samples, we identified genetic fingerprints consisting of strain-specific mutations seen across populations and de novo quasispecies mutations localized to individual infections. We compared the mutation profiles of viral samples undergoing analysis with the features of the pangenome.
conclusionsWe conducted an analysis for viral mutation profiles that provide the basis of genetic fingerprints. Our study linked pangenome analysis with targeted deep sequenced SARS-CoV-2 clinical samples. We identified quasispecies mutations occurring within individual patients and determined their general prevalence when compared to over 70,000 other strains. Analysis of these genetic fingerprints may provide a way of conducting molecular contact tracing.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.