Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing

Autores
Rojas, Laura J.; Yasmin, Mohamad; Benjamino, Jacquelynn; Marshall, Steven M.; DeRonde, Kailynn J.; Krishnan, Nikhil P.; Perez, Federico; Colin, Andrew A.; Cardenas, Monica; Martinez, Octavio; Pérez Cardona, Armando; Rhoads, Daniel D.; Jacobs, Michael R.; LiPuma, John J.; Konstan, Michael W.; Vila, Alejandro Jose; Smania, Andrea; Mack, Andrew R.; Scott, Jacob G.; Adams, Mark D.; Abbo, Lilian M.; Bonomo, Robert A.
Año de publicación
2022
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Background Pseudomonas aeruginosa is a persistent and difficult-to-treat pathogen in many patients, especially those with Cystic Fibrosis (CF). Herein, we describe a longitudinal analysis of a series of multidrug resistant (MDR) P. aeruginosa isolates recovered in a 17-month period, from a young female CF patient who underwent double lung transplantation. Our goal was to understand the genetic basis of the observed resistance phenotypes, establish the genomic population diversity, and define the nature of sequence evolution over time. Methods Twenty-two sequential P. aeruginosa isolates were obtained within a 17-month period, before and after a double-lung transplant. At the end of the study period, antimicrobial susceptibility testing, whole genome sequencing (WGS), phylogenetic analyses and RNAseq were performed in order to understand the genetic basis of the observed resistance phenotypes, establish the genomic population diversity, and define the nature of sequence changes over time. Results The majority of isolates were resistant to almost all tested antibiotics. A phylogenetic reconstruction revealed 3 major clades representing a genotypically and phenotypically heterogeneous population. The pattern of mutation accumulation and variation of gene expression suggested that a group of closely related strains was present in the patient prior to transplantation and continued to change throughout the course of treatment. A trend toward accumulation of mutations over time was observed. Different mutations in the DNA mismatch repair gene mutL consistent with a hypermutator phenotype were observed in two clades. RNAseq performed on 12 representative isolates revealed substantial differences in the expression of genes associated with antibiotic resistance and virulence traits. Conclusions The overwhelming current practice in the clinical laboratories setting relies on obtaining a pure culture and reporting the antibiogram from a few isolated colonies to inform therapy decisions. Our analyses revealed significant underlying genomic heterogeneity and unpredictable evolutionary patterns that were independent of prior antibiotic treatment, highlighting the need for comprehensive sampling and population-level analysis when gathering microbiological data in the context of CF P. aeruginosa chronic infection. Our findings challenge the applicability of antimicrobial stewardship programs based on single-isolate resistance profiles for the selection of antibiotic regimens in chronic infections such as CF.
Fil: Rojas, Laura J.. Case Western Reserve University School of Medicine; Estados Unidos
Fil: Yasmin, Mohamad. No especifíca;
Fil: Benjamino, Jacquelynn. No especifíca;
Fil: Marshall, Steven M.. No especifíca;
Fil: DeRonde, Kailynn J.. No especifíca;
Fil: Krishnan, Nikhil P.. Case Western Reserve University School of Medicine; Estados Unidos
Fil: Perez, Federico. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Centro de Investigaciones en Química Biológica de Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Centro de Investigaciones en Química Biológica de Córdoba; Argentina
Fil: Colin, Andrew A.. University of Miami; Estados Unidos
Fil: Cardenas, Monica. University of Miami; Estados Unidos
Fil: Martinez, Octavio. University of Miami; Estados Unidos
Fil: Pérez Cardona, Armando. No especifíca;
Fil: Rhoads, Daniel D.. No especifíca;
Fil: Jacobs, Michael R.. No especifíca;
Fil: LiPuma, John J.. University of Michigan; Estados Unidos
Fil: Konstan, Michael W.. No especifíca;
Fil: Vila, Alejandro Jose. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Rosario. Instituto de Biología Molecular y Celular de Rosario. Universidad Nacional de Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Instituto de Biología Molecular y Celular de Rosario; Argentina
Fil: Smania, Andrea. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Centro de Investigaciones en Química Biológica de Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Centro de Investigaciones en Química Biológica de Córdoba; Argentina
Fil: Mack, Andrew R.. Case Western Reserve University School of Medicine; Estados Unidos
Fil: Scott, Jacob G.. Case Western Reserve University School of Medicine; Estados Unidos
Fil: Adams, Mark D.. No especifíca;
Fil: Abbo, Lilian M.. University of Miami; Estados Unidos
Fil: Bonomo, Robert A.. Case Western Reserve University School of Medicine; Estados Unidos
Materia
antibiotic
phenotypes
resistance
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/213373

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network_name_str CONICET Digital (CONICET)
spelling Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testingRojas, Laura J.Yasmin, MohamadBenjamino, JacquelynnMarshall, Steven M.DeRonde, Kailynn J.Krishnan, Nikhil P.Perez, FedericoColin, Andrew A.Cardenas, MonicaMartinez, OctavioPérez Cardona, ArmandoRhoads, Daniel D.Jacobs, Michael R.LiPuma, John J.Konstan, Michael W.Vila, Alejandro JoseSmania, AndreaMack, Andrew R.Scott, Jacob G.Adams, Mark D.Abbo, Lilian M.Bonomo, Robert A.antibioticphenotypesresistancehttps://purl.org/becyt/ford/1.6https://purl.org/becyt/ford/1Background Pseudomonas aeruginosa is a persistent and difficult-to-treat pathogen in many patients, especially those with Cystic Fibrosis (CF). Herein, we describe a longitudinal analysis of a series of multidrug resistant (MDR) P. aeruginosa isolates recovered in a 17-month period, from a young female CF patient who underwent double lung transplantation. Our goal was to understand the genetic basis of the observed resistance phenotypes, establish the genomic population diversity, and define the nature of sequence evolution over time. Methods Twenty-two sequential P. aeruginosa isolates were obtained within a 17-month period, before and after a double-lung transplant. At the end of the study period, antimicrobial susceptibility testing, whole genome sequencing (WGS), phylogenetic analyses and RNAseq were performed in order to understand the genetic basis of the observed resistance phenotypes, establish the genomic population diversity, and define the nature of sequence changes over time. Results The majority of isolates were resistant to almost all tested antibiotics. A phylogenetic reconstruction revealed 3 major clades representing a genotypically and phenotypically heterogeneous population. The pattern of mutation accumulation and variation of gene expression suggested that a group of closely related strains was present in the patient prior to transplantation and continued to change throughout the course of treatment. A trend toward accumulation of mutations over time was observed. Different mutations in the DNA mismatch repair gene mutL consistent with a hypermutator phenotype were observed in two clades. RNAseq performed on 12 representative isolates revealed substantial differences in the expression of genes associated with antibiotic resistance and virulence traits. Conclusions The overwhelming current practice in the clinical laboratories setting relies on obtaining a pure culture and reporting the antibiogram from a few isolated colonies to inform therapy decisions. Our analyses revealed significant underlying genomic heterogeneity and unpredictable evolutionary patterns that were independent of prior antibiotic treatment, highlighting the need for comprehensive sampling and population-level analysis when gathering microbiological data in the context of CF P. aeruginosa chronic infection. Our findings challenge the applicability of antimicrobial stewardship programs based on single-isolate resistance profiles for the selection of antibiotic regimens in chronic infections such as CF.Fil: Rojas, Laura J.. Case Western Reserve University School of Medicine; Estados UnidosFil: Yasmin, Mohamad. No especifíca;Fil: Benjamino, Jacquelynn. No especifíca;Fil: Marshall, Steven M.. No especifíca;Fil: DeRonde, Kailynn J.. No especifíca;Fil: Krishnan, Nikhil P.. Case Western Reserve University School of Medicine; Estados UnidosFil: Perez, Federico. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Centro de Investigaciones en Química Biológica de Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Centro de Investigaciones en Química Biológica de Córdoba; ArgentinaFil: Colin, Andrew A.. University of Miami; Estados UnidosFil: Cardenas, Monica. University of Miami; Estados UnidosFil: Martinez, Octavio. University of Miami; Estados UnidosFil: Pérez Cardona, Armando. No especifíca;Fil: Rhoads, Daniel D.. No especifíca;Fil: Jacobs, Michael R.. No especifíca;Fil: LiPuma, John J.. University of Michigan; Estados UnidosFil: Konstan, Michael W.. No especifíca;Fil: Vila, Alejandro Jose. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Rosario. Instituto de Biología Molecular y Celular de Rosario. Universidad Nacional de Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Instituto de Biología Molecular y Celular de Rosario; ArgentinaFil: Smania, Andrea. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Centro de Investigaciones en Química Biológica de Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Centro de Investigaciones en Química Biológica de Córdoba; ArgentinaFil: Mack, Andrew R.. Case Western Reserve University School of Medicine; Estados UnidosFil: Scott, Jacob G.. Case Western Reserve University School of Medicine; Estados UnidosFil: Adams, Mark D.. No especifíca;Fil: Abbo, Lilian M.. University of Miami; Estados UnidosFil: Bonomo, Robert A.. Case Western Reserve University School of Medicine; Estados UnidosPublic Library of Science2022-03info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/213373Rojas, Laura J.; Yasmin, Mohamad; Benjamino, Jacquelynn; Marshall, Steven M.; DeRonde, Kailynn J.; et al.; Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing; Public Library of Science; Plos One; 17; 3-2022; 1-161932-6203CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pone.0265129info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-22T11:04:00Zoai:ri.conicet.gov.ar:11336/213373instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-22 11:04:00.942CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing
title Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing
spellingShingle Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing
Rojas, Laura J.
antibiotic
phenotypes
resistance
title_short Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing
title_full Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing
title_fullStr Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing
title_full_unstemmed Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing
title_sort Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing
dc.creator.none.fl_str_mv Rojas, Laura J.
Yasmin, Mohamad
Benjamino, Jacquelynn
Marshall, Steven M.
DeRonde, Kailynn J.
Krishnan, Nikhil P.
Perez, Federico
Colin, Andrew A.
Cardenas, Monica
Martinez, Octavio
Pérez Cardona, Armando
Rhoads, Daniel D.
Jacobs, Michael R.
LiPuma, John J.
Konstan, Michael W.
Vila, Alejandro Jose
Smania, Andrea
Mack, Andrew R.
Scott, Jacob G.
Adams, Mark D.
Abbo, Lilian M.
Bonomo, Robert A.
author Rojas, Laura J.
author_facet Rojas, Laura J.
Yasmin, Mohamad
Benjamino, Jacquelynn
Marshall, Steven M.
DeRonde, Kailynn J.
Krishnan, Nikhil P.
Perez, Federico
Colin, Andrew A.
Cardenas, Monica
Martinez, Octavio
Pérez Cardona, Armando
Rhoads, Daniel D.
Jacobs, Michael R.
LiPuma, John J.
Konstan, Michael W.
Vila, Alejandro Jose
Smania, Andrea
Mack, Andrew R.
Scott, Jacob G.
Adams, Mark D.
Abbo, Lilian M.
Bonomo, Robert A.
author_role author
author2 Yasmin, Mohamad
Benjamino, Jacquelynn
Marshall, Steven M.
DeRonde, Kailynn J.
Krishnan, Nikhil P.
Perez, Federico
Colin, Andrew A.
Cardenas, Monica
Martinez, Octavio
Pérez Cardona, Armando
Rhoads, Daniel D.
Jacobs, Michael R.
LiPuma, John J.
Konstan, Michael W.
Vila, Alejandro Jose
Smania, Andrea
Mack, Andrew R.
Scott, Jacob G.
Adams, Mark D.
Abbo, Lilian M.
Bonomo, Robert A.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv antibiotic
phenotypes
resistance
topic antibiotic
phenotypes
resistance
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.6
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Background Pseudomonas aeruginosa is a persistent and difficult-to-treat pathogen in many patients, especially those with Cystic Fibrosis (CF). Herein, we describe a longitudinal analysis of a series of multidrug resistant (MDR) P. aeruginosa isolates recovered in a 17-month period, from a young female CF patient who underwent double lung transplantation. Our goal was to understand the genetic basis of the observed resistance phenotypes, establish the genomic population diversity, and define the nature of sequence evolution over time. Methods Twenty-two sequential P. aeruginosa isolates were obtained within a 17-month period, before and after a double-lung transplant. At the end of the study period, antimicrobial susceptibility testing, whole genome sequencing (WGS), phylogenetic analyses and RNAseq were performed in order to understand the genetic basis of the observed resistance phenotypes, establish the genomic population diversity, and define the nature of sequence changes over time. Results The majority of isolates were resistant to almost all tested antibiotics. A phylogenetic reconstruction revealed 3 major clades representing a genotypically and phenotypically heterogeneous population. The pattern of mutation accumulation and variation of gene expression suggested that a group of closely related strains was present in the patient prior to transplantation and continued to change throughout the course of treatment. A trend toward accumulation of mutations over time was observed. Different mutations in the DNA mismatch repair gene mutL consistent with a hypermutator phenotype were observed in two clades. RNAseq performed on 12 representative isolates revealed substantial differences in the expression of genes associated with antibiotic resistance and virulence traits. Conclusions The overwhelming current practice in the clinical laboratories setting relies on obtaining a pure culture and reporting the antibiogram from a few isolated colonies to inform therapy decisions. Our analyses revealed significant underlying genomic heterogeneity and unpredictable evolutionary patterns that were independent of prior antibiotic treatment, highlighting the need for comprehensive sampling and population-level analysis when gathering microbiological data in the context of CF P. aeruginosa chronic infection. Our findings challenge the applicability of antimicrobial stewardship programs based on single-isolate resistance profiles for the selection of antibiotic regimens in chronic infections such as CF.
Fil: Rojas, Laura J.. Case Western Reserve University School of Medicine; Estados Unidos
Fil: Yasmin, Mohamad. No especifíca;
Fil: Benjamino, Jacquelynn. No especifíca;
Fil: Marshall, Steven M.. No especifíca;
Fil: DeRonde, Kailynn J.. No especifíca;
Fil: Krishnan, Nikhil P.. Case Western Reserve University School of Medicine; Estados Unidos
Fil: Perez, Federico. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Centro de Investigaciones en Química Biológica de Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Centro de Investigaciones en Química Biológica de Córdoba; Argentina
Fil: Colin, Andrew A.. University of Miami; Estados Unidos
Fil: Cardenas, Monica. University of Miami; Estados Unidos
Fil: Martinez, Octavio. University of Miami; Estados Unidos
Fil: Pérez Cardona, Armando. No especifíca;
Fil: Rhoads, Daniel D.. No especifíca;
Fil: Jacobs, Michael R.. No especifíca;
Fil: LiPuma, John J.. University of Michigan; Estados Unidos
Fil: Konstan, Michael W.. No especifíca;
Fil: Vila, Alejandro Jose. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Rosario. Instituto de Biología Molecular y Celular de Rosario. Universidad Nacional de Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Instituto de Biología Molecular y Celular de Rosario; Argentina
Fil: Smania, Andrea. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Centro de Investigaciones en Química Biológica de Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Centro de Investigaciones en Química Biológica de Córdoba; Argentina
Fil: Mack, Andrew R.. Case Western Reserve University School of Medicine; Estados Unidos
Fil: Scott, Jacob G.. Case Western Reserve University School of Medicine; Estados Unidos
Fil: Adams, Mark D.. No especifíca;
Fil: Abbo, Lilian M.. University of Miami; Estados Unidos
Fil: Bonomo, Robert A.. Case Western Reserve University School of Medicine; Estados Unidos
description Background Pseudomonas aeruginosa is a persistent and difficult-to-treat pathogen in many patients, especially those with Cystic Fibrosis (CF). Herein, we describe a longitudinal analysis of a series of multidrug resistant (MDR) P. aeruginosa isolates recovered in a 17-month period, from a young female CF patient who underwent double lung transplantation. Our goal was to understand the genetic basis of the observed resistance phenotypes, establish the genomic population diversity, and define the nature of sequence evolution over time. Methods Twenty-two sequential P. aeruginosa isolates were obtained within a 17-month period, before and after a double-lung transplant. At the end of the study period, antimicrobial susceptibility testing, whole genome sequencing (WGS), phylogenetic analyses and RNAseq were performed in order to understand the genetic basis of the observed resistance phenotypes, establish the genomic population diversity, and define the nature of sequence changes over time. Results The majority of isolates were resistant to almost all tested antibiotics. A phylogenetic reconstruction revealed 3 major clades representing a genotypically and phenotypically heterogeneous population. The pattern of mutation accumulation and variation of gene expression suggested that a group of closely related strains was present in the patient prior to transplantation and continued to change throughout the course of treatment. A trend toward accumulation of mutations over time was observed. Different mutations in the DNA mismatch repair gene mutL consistent with a hypermutator phenotype were observed in two clades. RNAseq performed on 12 representative isolates revealed substantial differences in the expression of genes associated with antibiotic resistance and virulence traits. Conclusions The overwhelming current practice in the clinical laboratories setting relies on obtaining a pure culture and reporting the antibiogram from a few isolated colonies to inform therapy decisions. Our analyses revealed significant underlying genomic heterogeneity and unpredictable evolutionary patterns that were independent of prior antibiotic treatment, highlighting the need for comprehensive sampling and population-level analysis when gathering microbiological data in the context of CF P. aeruginosa chronic infection. Our findings challenge the applicability of antimicrobial stewardship programs based on single-isolate resistance profiles for the selection of antibiotic regimens in chronic infections such as CF.
publishDate 2022
dc.date.none.fl_str_mv 2022-03
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/213373
Rojas, Laura J.; Yasmin, Mohamad; Benjamino, Jacquelynn; Marshall, Steven M.; DeRonde, Kailynn J.; et al.; Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing; Public Library of Science; Plos One; 17; 3-2022; 1-16
1932-6203
CONICET Digital
CONICET
url http://hdl.handle.net/11336/213373
identifier_str_mv Rojas, Laura J.; Yasmin, Mohamad; Benjamino, Jacquelynn; Marshall, Steven M.; DeRonde, Kailynn J.; et al.; Genomic heterogeneity underlies multidrug resistance in Pseudomonas aeruginosa: A population-level analysis beyond susceptibility testing; Public Library of Science; Plos One; 17; 3-2022; 1-16
1932-6203
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pone.0265129
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