Evidence map›Paper›PMID 30532201›Full record

ArticlePLoS pathogens2018

A genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in Burkholderia multivorans.

Julio Diaz Caballero, Shawn T Clark, Pauline W Wang, Sylva L Donaldson, Bryan Coburn, D Elizabeth Tullis, Yvonne C W Yau, Valerie J Waters, David M Hwang, David S Guttman

Open access · goldAbstract read
In one paragraph

Article in PLoS pathogens, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
2.4field-weighted citation impact, top 10% 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

23 citing papers in PubMed, 29 citations in OpenAlex.

  1. Article
  2. Applied and environmental microbiology · 2026
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  5. Pulmonary microbial spectrum ofFrontiers in medicine · 2025
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  6. Unravelling the mechanisms causing murepavadin resistance inFrontiers in cellular and infection microbiology · 2024
    Article
  7. Review
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  10. Article
  11. Frontiers in microbiology · 2023
    Article
  12. Adaptation and Evolution of Pathogens in the Cystic Fibrosis Lung.Journal of the Pediatric Infectious Diseases Society · 2022
    Review
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Article
  19. One gene, multiple ecological strategies: A biofilm regulator is a capacitor for sustainable diversity.Proceedings of the National Academy of Sciences of the United States of America · 2020
    Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 1 country.

Julio Diaz CaballeroDepartment of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada.
Shawn T ClarkLatner Thoracic Surgery Laboratories, University Health Network, University of Toronto, Toronto, Ontario, Canada.ORCID 0000-0002-7160-304X
Pauline W WangCentre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, Ontario, Canada.
Sylva L DonaldsonCentre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, Ontario, Canada.
Bryan CoburnDivision of Infectious Diseases, Department of Medicine, University Health Network, University of Toronto, Toronto, Ontario, Canada.
D Elizabeth TullisAdult Cystic Fibrosis Clinic, St. Michael's Hospital, Toronto, Ontario, Canada.
Yvonne C W YauDepartment of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.
Valerie J WatersDepartment of Pediatrics, Division of Infectious Diseases, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada.
David M HwangLatner Thoracic Surgery Laboratories, University Health Network, University of Toronto, Toronto, Ontario, Canada.
David S GuttmanDepartment of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada.ORCID 0000-0001-8479-3869
University of Toronto · CAUniversity Health Network · CASt. Michael's Hospital · CA

Funding

Canadian Institutes of Health Research
6 · The paper itself

Abstract

Cystic fibrosis (CF) lung infections caused by members of the Burkholderia cepacia complex, such as Burkholderia multivorans, are associated with high rates of mortality and morbidity. We performed a population genomics study of 111 B. multivorans sputum isolates from one CF patient through three stages of infection including an early incident isolate, deep sampling of a one-year period of chronic infection occurring weeks before a lung transplant, and deep sampling of a post-transplant infection. We reconstructed the evolutionary history of the population and used a lineage-controlled genome-wide association study (GWAS) approach to identify genetic variants associated with antibiotic resistance. We found the incident isolate was basally related to the rest of the strains and more susceptible to antibiotics from three classes (β-lactams, aminoglycosides, quinolones). The chronic infection isolates diversified into multiple, distinct genetic lineages and showed reduced antimicrobial susceptibility to the same antibiotics. The post-transplant reinfection isolates derived from the same source as the incident isolate and were genetically distinct from the chronic isolates. They also had a level of susceptibility in between that of the incident and chronic isolates. We identified numerous examples of potential parallel pathoadaptation, in which multiple mutations were found in the same locus or even codon. The set of parallel pathoadaptive loci was enriched for functions associated with virulence and resistance. Our GWAS analysis identified statistical associations between a polymorphism in the ampD locus with resistance to β-lactams, and polymorphisms in an araC transcriptional regulator and an outer membrane porin with resistance to both aminoglycosides and quinolones. Additionally, these three loci were independently mutated four, three and two times, respectively, providing further support for parallel pathoadaptation. Finally, we identified a minimum of 14 recombination events, and observed that loci carrying putative parallel pathoadaptations and polymorphisms statistically associated with β-lactam resistance were over-represented in these recombinogenic regions.

Indexed as

Evolution, MolecularBurkholderia cepacia complexBurkholderia InfectionsDrug Resistance, BacterialGenes, BacterialGenetic VariationGenome-Wide Association StudyHumansRecombination, Genetic

Identifiers

PMID30532201
PMCPMC6300292
OpenAlexW2952886326

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.