Evidence map›Paper›PMID 37925514›Full record

ArticleNature communications2023

Mutational spectra are associated with bacterial niche.

Christopher Ruis, Aaron Weimann, Gerry Tonkin-Hill, Arun Prasad Pandurangan, Marta Matuszewska, Gemma G R Murray, Roger C Lévesque, Tom L Blundell, R Andres Floto, Julian Parkhill

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
2.2field-weighted citation impact, top 12% 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

13 citing papers in PubMed, 15 citations in OpenAlex.

  1. Article
  2. Extended sequence context shapes mutational bias inProceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. A phylogenetic approach to comparative genomics.Nature reviews. Genetics · 2025
    Review
  9. Article
  10. Article
  11. Article
  12. Evolution of the SARS-CoV-2 Mutational Spectrum.Molecular biology and evolution · 2023
    Article
  13. Evolution of the SARS-CoV-2 mutational spectrum.bioRxiv : the preprint server for biology · 2022
    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

10 authors at 5 institutions in 3 countries.

Christopher RuisMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC-Laboratory of Molecular Biology, Cambridge, UK.ORCID 0000-0003-0977-5534
Aaron WeimannMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC-Laboratory of Molecular Biology, Cambridge, UK.
Gerry Tonkin-HillDepartment of Biostatistics, University of Oslo, Blindern, Norway.
Arun Prasad PanduranganDepartment of Biochemistry, Sanger Building, University of Cambridge, Cambridge, UK.
Marta MatuszewskaDepartment of Veterinary Medicine, University of Cambridge, Cambridge, UK.
Gemma G R MurrayParasites and Microbes Programme, Wellcome Sanger Institute; Wellcome Genome Campus, Cambridge, UK.ORCID 0000-0002-9531-1711
Roger C LévesqueInstitut de biologie intégrative et des systèmes (IBIS), Université Laval, Québec City, Québec, Canada.ORCID 0000-0001-8315-5937
Tom L BlundellDepartment of Biochemistry, Sanger Building, University of Cambridge, Cambridge, UK.ORCID 0000-0002-2708-8992
R Andres Floto *Molecular Immunity Unit, University of Cambridge Department of Medicine, MRC-Laboratory of Molecular Biology, Cambridge, UK. arf27@cam.ac.uk.ORCID 0000-0002-2188-5659
Julian Parkhill *Department of Veterinary Medicine, University of Cambridge, Cambridge, UK. jp369@cam.ac.uk.ORCID 0000-0002-7069-5958
University of Cambridge · GBMRC Laboratory of Molecular Biology · GBUniversité Laval · CAUniversity of Oslo · NOWellcome Sanger Institute · GB

Funding

Wellcome Trust
6 · The paper itself

Abstract

As observed in cancers, individual mutagens and defects in DNA repair create distinctive mutational signatures that combine to form context-specific spectra within cells. We reasoned that similar processes must occur in bacterial lineages, potentially allowing decomposition analysis to detect both disruption of DNA repair processes and exposure to niche-specific mutagens. Here we reconstruct mutational spectra for 84 clades from 31 diverse bacterial species and find distinct mutational patterns. We extract signatures driven by specific DNA repair defects using hypermutator lineages, and further deconvolute the spectra into multiple signatures operating within different clades. We show that these signatures are explained by both bacterial phylogeny and replication niche. By comparing mutational spectra of clades from different environmental and biological locations, we identify niche-associated mutational signatures, and then employ these signatures to infer the predominant replication niches for several clades where this was previously obscure. Our results show that mutational spectra may be associated with sites of bacterial replication when mutagen exposures differ, and can be used in these cases to infer transmission routes for established and emergent human bacterial pathogens.

Indexed as

NeoplasmsDNA Mutational AnalysisDNA RepairHumansMutagensMutationMutagens

Identifiers

PMID37925514
PMCPMC10625568
OpenAlexW4388341825

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.