ArticlePLoS pathogens2021
Extensive C->U transition biases in the genomes of a wide range of mammalian RNA viruses; potential associations with transcriptional mutations, damage- or host-mediated editing of viral RNA.
Article in PLoS pathogens, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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Who cites it
41 citing papers in PubMed, 52 citations in OpenAlex.
- Article
- Structure and sequence characteristics of 5'-stem-loop 1 modulate the escape from nsp1-mediated repression in SARS-CoV-2 variants.Nucleic acids research · 2026Article
- Analysis of the APOBEC3 footprint across the Anelloviridae family.Archives of virology · 2026Article
- RNA editing signatures and codon adaptation reveal potential translational compatibility between Hendra virus and its natural host Pteropus Alecto.Archives of microbiology · 2025Article
- C > U mutations generate immunogenic peptides in SARS-CoV-2.Nature communications · 2025Article
- SARS-CoV-2 biological clones are genetically heterogeneous and include clade-discordant residues.Journal of virology · 2025Article
- Genome Announcement of Four Parechovirus A3 Isolates from the United States of America.International journal of molecular sciences · 2025Article
- Enrichment of G-to-U Substitution in SARS-CoV-2 Functional Regions and Its Compensation via Concurrent Mutations.Journal of medical virology · 2025Article
- Past, Present, and Future of RNA Modifications in Infectious Disease Research.ACS infectious diseases · 2024Article
- C→U transition biases in SARS-CoV-2: still rampant 4 years from the start of the COVID-19 pandemic.mBio · 2024Article
- Mapping of susceptibility loci for Ebola virus pathogenesis in mice.Cell reports · 2024Article
- Properties and Mechanisms of Deletions, Insertions, and Substitutions in the Evolutionary History of SARS-CoV-2.International journal of molecular sciences · 2024Review
- Entropic Dynamics of Mutations in SARS-CoV-2 Genomic Sequences.Entropy (Basel, Switzerland) · 2024Article
- SARS-CoV-2 and innate immunity: the good, the bad, and the "goldilocks".Cellular & molecular immunology · 2024Review
- Optimal entropic properties of SARS-CoV-2 RNA sequences.Royal Society open science · 2024Article
- Mutational signature dynamics indicate SARS-CoV-2's evolutionary capacity is driven by host antiviral molecules.PLoS computational biology · 2024Article
- An elusive debate on the evidence for RNA editing in SARS-CoV-2.RNA biology · 2024Article
- COVID-19 annual update: a narrative review.Human genomics · 2023Review
- Increased interregional virus exchange and nucleotide diversity outline the expansion of chikungunya virus in Brazil.Nature communications · 2023Article
- Evolutionary potential of the monkeypox genome arising from interactions with human APOBEC3 enzymes.bioRxiv : the preprint server for biology · 2023Article
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2 authors at 1 institution in 1 country.
Funding
Abstract
The rapid evolution of RNA viruses has been long considered to result from a combination of high copying error frequencies during RNA replication, short generation times and the consequent extensive fixation of neutral or adaptive changes over short periods. While both the identities and sites of mutations are typically modelled as being random, recent investigations of sequence diversity of SARS coronavirus 2 (SARS-CoV-2) have identified a preponderance of C->U transitions, proposed to be driven by an APOBEC-like RNA editing process. The current study investigated whether this phenomenon could be observed in datasets of other RNA viruses. Using a 5% divergence filter to infer directionality, 18 from 36 datasets of aligned coding region sequences from a diverse range of mammalian RNA viruses (including Picornaviridae, Flaviviridae, Matonaviridae, Caliciviridae and Coronaviridae) showed a >2-fold base composition normalised excess of C->U transitions compared to U->C (range 2.1x-7.5x), with a consistently observed favoured 5' U upstream context. The presence of genome scale RNA secondary structure (GORS) was the only other genomic or structural parameter significantly associated with C->U/U->C transition asymmetries by multivariable analysis (ANOVA), potentially reflecting RNA structure dependence of sites targeted for C->U mutations. Using the association index metric, C->U changes were specifically over-represented at phylogenetically uninformative sites, potentially paralleling extensive homoplasy of this transition reported in SARS-CoV-2. Although mechanisms remain to be functionally characterised, excess C->U substitutions accounted for 11-14% of standing sequence variability of structured viruses and may therefore represent a potent driver of their sequence diversification and longer-term evolution.
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