Evidence map›Paper›PMID 25490153›Full record

ArticleeLife2014

RNA virus attenuation by codon pair deoptimisation is an artefact of increases in CpG/UpA dinucleotide frequencies.

Fiona Tulloch, Nicky J Atkinson, David J Evans, Martin D Ryan, Peter Simmonds

Open access · goldAbstract read
In one paragraph

Article in eLife, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 121 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
121citing papers in PubMed, 1 pooled it
9.9field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

121 citing papers in PubMed, 1 synthesis or guideline pooled it, 176 citations in OpenAlex.

  1. Pooled it
  2. Transgene sequence codon optimization and composition determines replication competence of self-amplifying RNA.Molecular therapy : the journal of the American Society of Gene Therapy · 2026
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61 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Fiona TullochSchool of Biology, University of St Andrews, St Andrews, United Kingdom.
Nicky J AtkinsonInfection and Immunity Division, Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom.
David J EvansSchool of Life Sciences, University of Warwick, Coventry, United Kingdom.
Martin D RyanSchool of Biology, University of St Andrews, St Andrews, United Kingdom.
Peter SimmondsInfection and Immunity Division, Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom.
Roslin Institute · GBUniversity of St Andrews · GBUniversity of Warwick · GB

Funding

Biotechnology and Biological Sciences Research Council BB/E010709/1Biotechnology and Biological Sciences Research Council BB/H007849/1Biotechnology and Biological Sciences Research Council BB/K003801/1Biotechnology and Biological Sciences Research Council BB/L004526/1Biotechnology and Biological Sciences Research Council C20035Medical Research Council G0901002Wellcome Trust 095831Wellcome Trust WT087628MA
6 · The paper itself

Abstract

Mutating RNA virus genomes to alter codon pair (CP) frequencies and reduce translation efficiency has been advocated as a method to generate safe, attenuated virus vaccines. However, selection for disfavoured CPs leads to unintended increases in CpG and UpA dinucleotide frequencies that also attenuate replication. We designed and phenotypically characterised mutants of the picornavirus, echovirus 7, in which these parameters were independently varied to determine which most influenced virus replication. CpG and UpA dinucleotide frequencies primarily influenced virus replication ability while no fitness differences were observed between mutants with different CP usage where dinucleotide frequencies were kept constant. Contrastingly, translation efficiency was unaffected by either CP usage or dinucleotide frequencies. This mechanistic insight is critical for future rational design of live virus vaccines and their safety evaluation; attenuation is mediated through enhanced innate immune responses to viruses with elevated CpG/UpA dinucleotide frequencies rather the viruses themselves being intrinsically defective.

Indexed as

CpG IslandsBase PairingCell Line, TumorCodonDinucleoside PhosphatesEnterovirus B, HumanHumansMuscle CellsProtein BiosynthesisRNA, ViralVaccines, AttenuatedViral VaccinesVirus ReplicationCodonDinucleoside PhosphatesRNA, Viraluridylyl-(3'-5')-adenosineVaccines, AttenuatedViral Vaccinesarabidopsiscodon pair biasCpGdinucleotideechovirus 7E. colievolutionary biologygenomicshumaninfectious diseasemicrobiologypicornavirusvaccineviruses

Identifiers

PMID25490153
PMCPMC4383024
OpenAlexW2163194377

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.