Evidence map›Paper›PMID 36008617›Full record

ArticleNature microbiology2022

Mycobacterium abscessus pathogenesis identified by phenogenomic analyses.

Lucas Boeck, Sophie Burbaud, Marcin Skwark, Will H Pearson, Jasper Sangen, Andreas W Wuest, Eleanor K P Marshall, Aaron Weimann, Isobel Everall, Josephine M Bryant and 7 more

Abstract read
In one paragraph

Article in Nature microbiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing 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

29 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Case Report: SuspectedFrontiers in medicine · 2026
    Article
  6. Article
  7. Review
  8. Article
  9. Review
  10. Article
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Toward better cures forClinical microbiology reviews · 2024
    Review
  18. Microbial metabolism disrupts cytokine activity to impact host immune response.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  19. Article
  20. Editorial: Factors associated with drug resistance and virulence ofFrontiers in cellular and infection microbiology · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors.

Lucas BoeckMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Cambridge, UK.ORCID http://orcid.org/0000-0002-1442-9073
Sophie BurbaudMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Cambridge, UK.
Marcin SkwarkDepartment of Biochemistry, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-2022-6766
Will H PearsonMRC Centre for Molecular Bacteriology and Infection, Imperial College London, London, UK.ORCID http://orcid.org/0000-0003-4146-9422
Jasper SangenMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Cambridge, UK.
Andreas W WuestDepartment of Biomedicine, University of Basel, Basel, Switzerland.
Eleanor K P MarshallMRC Centre for Molecular Bacteriology and Infection, Imperial College London, London, UK.ORCID http://orcid.org/0000-0001-8877-821X
Aaron WeimannMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Cambridge, UK.ORCID http://orcid.org/0000-0003-4597-2471
Isobel EverallWellcome Sanger Institute, Hinxton, UK.
Josephine M BryantMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Cambridge, UK.
Sony MalhotraDepartment of Biochemistry, University of Cambridge, Cambridge, UK.
Bridget P BannermanMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Cambridge, UK.
Katrin KierdorfMRC Centre for Molecular Bacteriology and Infection, Imperial College London, London, UK.ORCID http://orcid.org/0000-0002-9272-4780
Tom L BlundellDepartment of Biochemistry, University of Cambridge, Cambridge, UK.
Marc S DionneMRC Centre for Molecular Bacteriology and Infection, Imperial College London, London, UK.ORCID http://orcid.org/0000-0002-8283-1750
Julian ParkhillDepartment of Veterinary Medicine, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-7069-5958
R Andres FlotoMolecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Cambridge, UK. Arf27@cam.ac.uk.ORCID http://orcid.org/0000-0002-2188-5659

Funding

Department of HealthMedical Research Council MR/R00997X/1Wellcome Trust 098051Wellcome Trust 10224/Z/15/ZWellcome Trust 107032Wellcome Trust 107032AIA
6 · The paper itself

Abstract

The medical and scientific response to emerging and established pathogens is often severely hampered by ignorance of the genetic determinants of virulence, drug resistance and clinical outcomes that could be used to identify therapeutic drug targets and forecast patient trajectories. Taking the newly emergent multidrug-resistant bacteria Mycobacterium abscessus as an example, we show that combining high-dimensional phenotyping with whole-genome sequencing in a phenogenomic analysis can rapidly reveal actionable systems-level insights into bacterial pathobiology. Through phenotyping of 331 clinical isolates, we discovered three distinct clusters of isolates, each with different virulence traits and associated with a different clinical outcome. We combined genome-wide association studies with proteome-wide computational structural modelling to define likely causal variants, and employed direct coupling analysis to identify co-evolving, and therefore potentially epistatic, gene networks. We then used in vivo CRISPR-based silencing to validate our findings and discover clinically relevant M. abscessus virulence factors including a secretion system, thus illustrating how phenogenomics can reveal critical pathways within emerging pathogenic bacteria.

Indexed as

Mycobacterium abscessusMycobacterium Infections, NontuberculousGenome, BacterialGenome-Wide Association StudyHumansVirulence FactorsVirulence Factors

Identifiers

PMID36008617
PMCPMC9418003

What OpenQuestion holds

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Registered trials

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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.