Evidence map›Paper›PMID 41423340›Full record

ArticleAPMIS : acta pathologica, microbiologica, et immunologica Scandinavica2025

"Fertile" Mutations in SARS-CoV-2 RNA More Frequently Occurred in Hairpin Loops That Determine Virus Evolution.

Philippe Colson, Pierre Pontarotti, Jacques Fantini, Anthony Levasseur, Christian Devaux, Didier Raoult

Abstract read
In one paragraph

Article in APMIS : acta pathologica, microbiologica, et immunologica Scandinavica, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. "Fertile" Mutations in SARS-CoV-2 RNA More Frequently Occurred in Hairpin Loops That Determine Virus Evolution.APMIS : acta pathologica, microbiologica, et immunologica Scandinavica · 2025
    Article
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

6 authors.

Philippe ColsonIHU Méditerranée Infection, Marseille, France.ORCID https://orcid.org/0000-0001-6285-0308
Pierre PontarottiIHU Méditerranée Infection, Marseille, France.
Jacques FantiniDepartment of Biological Sciences, Centre National de la Recherche 16 Scientifique (CNRS), Marseille, France.
Anthony LevasseurIHU Méditerranée Infection, Marseille, France.ORCID https://orcid.org/0000-0003-2989-7539
Christian DevauxIHU Méditerranée Infection, Marseille, France.
Didier RaoultAix-Marseille Université, Marseille, France.ORCID https://orcid.org/0000-0002-0633-5974

Funding

Agence Nationale de la Recherche Méditerranée-Infection 10-IAHU-03
6 · The paper itself

Abstract

RNA hairpins may constitute a foundation of genetic evolution both in viruses and other organisms. Stem-loops theoretically comprise a stable part, the double-stranded stem, and a single-stranded loop allowing evolution. Here we tested for SARS-CoV-2 if "fertile" mutations were in loops while mutations in stems were poorly tolerated and rarely found in consensus genomes. We combined information on the frequencies of mutations, either "fertile" (present in ≥ 50 genomes) or "non-fertile" (neutral, weakly deleterious or lethal) in 61,397 SARS-CoV-2 genomes, and on whether these mutations occurred at positions where nucleotides were predicted to be either paired or unpaired. The proportion of positions harboring "fertile" mutations was significantly higher in loops than in stems for the whole genome (11.6% vs. 7.6%; p < 0.001, Yates-corrected chi-square test). This was also the case in the RNA-dependent RNA polymerase gene (10.0% vs. 4.9%; p = 0.0003) or in the spike gene (12.3% vs. 8.9%; p = 0.0049). All four most frequent mutations in our set of genomes were located in loops. Thus, apart from some observations in "accessory" genes, evolution in SARS-CoV-2 predominantly occurred in loops while mutations in stems were relatively "non-fertile." These stems could be potential antiviral targets, possibly through their disruption by RNA interference.

Indexed as

Evolution, MolecularInverted Repeat SequencesMutationRNA, ViralSARS-CoV-2COVID-19Genome, ViralHumansNucleic Acid ConformationRNA-Dependent RNA PolymeraseRNA-Dependent RNA PolymeraseRNA, ViralgenomehairpinloopmutationRNASARS‐CoV‐2secondary structurestem

Identifiers

PMID41423340
PMCPMC12719134

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.