ArticleBMC genomics2013
Modelling mutational and selection pressures on dinucleotides in eukaryotic phyla--selection against CpG and UpA in cytoplasmically expressed RNA and in RNA viruses.
Article in BMC genomics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
58 citing papers in PubMed, 102 citations in OpenAlex.
- Increased or decreased numbers of CpG dinucleotide motifs in the genome of influenza A virus do not affectJournal of virology · 2026Article
- Synergistic antiviral effects of structure-guided peptides and a mutagenic base analog on SARS-CoV-2 replication.Antimicrobial agents and chemotherapy · 2026Article
- Host adaptation and genome evolution of the broad host range fungal rust pathogen, Austropuccinia psidii.G3 (Bethesda, Md.) · 2026Article
- Differences in codon usage between host-species-specific rabies virus clades are driven by non-GC3 nucleotide composition.Virus evolution · 2026Article
- RNA editing signatures and codon adaptation reveal potential translational compatibility between Hendra virus and its natural host Pteropus Alecto.Archives of microbiology · 2025Article
- KHNYN is a manganese-dependent endoribonuclease required for ZAP-mediated antiviral restriction.Nucleic acids research · 2025Article
- Effect of increased CpG and UpA dinucleotides in the West Nile virus genome on virus transmission byJournal of virology · 2025Article
- Understanding off-target growth defects introduced to influenza A virus by synonymous recoding.RNA (New York, N.Y.) · 2025Article
- Mammalian antiviral proteins ZAP and KHNYN can independently restrict CpG-enriched avian viruses.PLoS biology · 2025Article
- Mammalian ZAP and KHNYN can independently restrict CpG-enriched avian viruses.bioRxiv : the preprint server for biology · 2025Article
- The effect of taxonomic, host-dependent features and sample bias on virus host prediction using machine learning and short sequence k-mers.Scientific reports · 2025Article
- Modulation of host gene expression by the zinc finger antiviral protein.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Translation of the downstream ORF from bicistronic mRNAs by human cells: Impact of codon usage and splicing in the upstream ORF.Protein science : a publication of the Protein Society · 2025Article
- Viral codon usage and the virus-host interactions.Frontiers in microbiology · 2025Review
- Dengue virus preferentially uses human and mosquito non-optimal codons.Molecular systems biology · 2024Article
- Transformer model generated bacteriophage genomes are compositionally distinct from natural sequences.NAR genomics and bioinformatics · 2024Article
- Depletion of CpG dinucleotides in bacterial genomes may represent an adaptation to high temperatures.NAR genomics and bioinformatics · 2024Article
- Review
- Translational Control of Alphavirus-Host Interactions: Implications in Viral Evolution, Tropism and Antiviral Response.Viruses · 2024Review
- A small stretch of poor codon usage at the beginning of dengue virus open reading frame may act as a translational checkpoint.BMC research notes · 2023Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundLoss of CpG dinucleotides in genomic DNA through methylation-induced mutation is characteristic of vertebrates and plants. However, these and other eukaryotic phyla show a range of other dinucleotide frequency biases with currently uncharacterized underlying mutational or selection mechanisms. We developed a parameterized Markov process to identify what neighbour context-dependent mutations best accounted for patterns of dinucleotide frequency biases in genomic and cytoplasmically expressed mRNA sequences of different vertebrates, other eukaryotic groups and RNA viruses that infect them.
resultsConsistently, 11- to 14-fold greater frequencies of the methylation-associated mutation of C to T upstream of G (depicted as C→T,G) than other transitions best modelled dinucleotide frequencies in mammalian genomic DNA. However, further mutations such as G→T,T (5-fold greater than the default transversion rate) were required to account for the full spectrum of dinucleotide frequencies in mammalian sequence datasets. Consistent with modeling predictions for these two mutations, instability of both CpG and CpT dinucleotides was identified through SNP frequency analysis of human DNA sequences. Different sets of context-dependent mutations were modelled in other eukaryotes with non-methylated genomic DNA. In contrast to genomic DNA, best-fit models of dinucleotide frequencies in transcribed RNA sequences expressed in the cytoplasm from all organisms were dominated by mutations that eliminated UpA dinucleotides, observations consistent with cytoplasmically driven selection for mRNA stability. Surprisingly, mRNA sequences from organisms with methylated genomes showed evidence for additional selection against CpG through further context-dependent mutations (eg. C→A,G). Similar mutation or selection processes were identified among single-stranded mammalian RNA viruses; these potentially account for their previously described but unexplained under-representations of CpG and UpA dinucleotides.
conclusionsMethods we have developed identify mutational processes and selection pressures in organisms that provide new insights into nucleotide compositional constraints and a wealth of biochemical and evolutionarily testable predictions for the future.
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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.