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

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 st...

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Main Authors: 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
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-12-01
Series:PLoS Pathogens
Online Access:https://doi.org/10.1371/journal.ppat.1007453
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spelling doaj-0a9f845ee4de477986db8f43400f21042021-04-21T17:12:37ZengPublic Library of Science (PLoS)PLoS Pathogens1553-73661553-73742018-12-011412e100745310.1371/journal.ppat.1007453A genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in Burkholderia multivorans.Julio Diaz CaballeroShawn T ClarkPauline W WangSylva L DonaldsonBryan CoburnD Elizabeth TullisYvonne C W YauValerie J WatersDavid M HwangDavid S GuttmanCystic 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.https://doi.org/10.1371/journal.ppat.1007453
collection DOAJ
language English
format Article
sources DOAJ
author 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
spellingShingle 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
A genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in Burkholderia multivorans.
PLoS Pathogens
author_facet 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
author_sort Julio Diaz Caballero
title A genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in Burkholderia multivorans.
title_short A genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in Burkholderia multivorans.
title_full A genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in Burkholderia multivorans.
title_fullStr A genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in Burkholderia multivorans.
title_full_unstemmed A genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in Burkholderia multivorans.
title_sort genome-wide association analysis reveals a potential role for recombination in the evolution of antimicrobial resistance in burkholderia multivorans.
publisher Public Library of Science (PLoS)
series PLoS Pathogens
issn 1553-7366
1553-7374
publishDate 2018-12-01
description 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.
url https://doi.org/10.1371/journal.ppat.1007453
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