ArticleBioData mining2021
Indels in SARS-CoV-2 occur at template-switching hotspots.
Article in BioData mining, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 39 citations in OpenAlex.
- Cross-genus analysis reveals architecturally programmed sgRNA synthesis patterns in coronaviruses.Molecular systems biology · 2026Article
- Hidden Markov models detect recombination and ancestry of SARS-CoV-2.bioRxiv : the preprint server for biology · 2026Article
- Highly Recurrent Multinucleotide Mutations in SARS-CoV-2.Molecular biology and evolution · 2025Article
- Hairpin inserts in viral genomes are stable when they conform to the thermodynamic properties of viral RNA substructures.Journal of virology · 2025Article
- Genome data artifacts and functional studies of deletion repair in the BA.1 SARS-CoV-2 spike protein.Virus evolution · 2025Article
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- Evolutionary deletions within the SARS-CoV-2 genome as signature trends for virus fitness and adaptation.Journal of virology · 2024Review
- Identifying featured indels associated with SARS-CoV-2 fitness.Microbiology spectrum · 2023Article
- High-resolution mapping reveals the mechanism and contribution of genome insertions and deletions to RNA virus evolution.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Correlated substitutions reveal SARS-like coronaviruses recombine frequently with a diverse set of structured gene pools.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Mosaic Recombination Inflicted Various SARS-CoV-2 Lineages to Emerge into Novel Virus Variants: a Review Update.Indian journal of clinical biochemistry : IJCB · 2022Review
- Emergence and spreading of the largest SARS-CoV-2 deletion in the Delta AY.20 lineage from Uruguay.Gene reports · 2022Article
- Lessons Learned and Yet-to-Be Learned on the Importance of RNA Structure in SARS-CoV-2 Replication.Microbiology and molecular biology reviews : MMBR · 2022Review
- On the Origins of Omicron's Unique Spike Gene Insertion.Vaccines · 2022Article
- Article
- Putative host-derived insertions in the genomes of circulating SARS-CoV-2 variants.bioRxiv : the preprint server for biology · 2022Article
- Conserved Pattern and Potential Role of Recurrent Deletions in SARS-CoV-2 Evolution.Microbiology spectrum · 2022Article
- Emergence of a recurrent insertion in the N-terminal domain of the SARS-CoV-2 spike glycoprotein.Virus research · 2022Article
- Genomic Bootstrap Barcodes and Their Application to Study the Evolution of Sarbecoviruses.Viruses · 2022Article
Corrections and comments
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Authors and funding
10 authors at 4 institutions in 2 countries.
Funding
Abstract
The evolutionary dynamics of SARS-CoV-2 have been carefully monitored since the COVID-19 pandemic began in December 2019. However, analysis has focused primarily on single nucleotide polymorphisms and largely ignored the role of insertions and deletions (indels) as well as recombination in SARS-CoV-2 evolution. Using sequences from the GISAID database, we catalogue over 100 insertions and deletions in the SARS-CoV-2 consensus sequences. We hypothesize that these indels are artifacts of recombination events between SARS-CoV-2 replicates whereby RNA-dependent RNA polymerase (RdRp) re-associates with a homologous template at a different loci ("imperfect homologous recombination"). We provide several independent pieces of evidence that suggest this. (1) The indels from the GISAID consensus sequences are clustered at specific regions of the genome. (2) These regions are also enriched for 5' and 3' breakpoints in the transcription regulatory site (TRS) independent transcriptome, presumably sites of RNA-dependent RNA polymerase (RdRp) template-switching. (3) Within raw reads, these indel hotspots have cases of both high intra-host heterogeneity and intra-host homogeneity, suggesting that these indels are both consequences of de novo recombination events within a host and artifacts of previous recombination. We briefly analyze the indels in the context of RNA secondary structure, noting that indels preferentially occur in "arms" and loop structures of the predicted folded RNA, suggesting that secondary structure may be a mechanism for TRS-independent template-switching in SARS-CoV-2 or other coronaviruses. These insights into the relationship between structural variation and recombination in SARS-CoV-2 can improve our reconstructions of the SARS-CoV-2 evolutionary history as well as our understanding of the process of RdRp template-switching in RNA viruses.
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Registered trials
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.