Insights Into the Evolution of Staphylococcus aureus Daptomycin Resistance From an in vitro Bioreactor Model

The extensive use of daptomycin for treating complex methicillin-resistant Staphylococcus aureus infections has led to the emergence of daptomycin-resistant strains. Although genomic studies have identified mutations associated with daptomycin resistance, they have not necessarily provided insight i...

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Main Authors: Erica Lasek-Nesselquist, Jackson Lu, Ryan Schneider, Zhuo Ma, Vincenzo Russo, Smruti Mishra, Manjunath P. Pai, Janice D. Pata, Kathleen A. McDonough, Meenakshi Malik
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-02-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fmicb.2019.00345/full
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spelling doaj-09973eeaad49448cacd81a19a98301602020-11-24T23:32:10ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2019-02-011010.3389/fmicb.2019.00345415675Insights Into the Evolution of Staphylococcus aureus Daptomycin Resistance From an in vitro Bioreactor ModelErica Lasek-Nesselquist0Jackson Lu1Ryan Schneider2Zhuo Ma3Vincenzo Russo4Smruti Mishra5Manjunath P. Pai6Janice D. Pata7Janice D. Pata8Kathleen A. McDonough9Kathleen A. McDonough10Meenakshi Malik11Wadsworth Center, New York State Department of Health, Albany, NY, United StatesAlbany College of Pharmacy and Health Sciences, Albany, NY, United StatesDepartment of Biomedical Sciences, University at Albany, School of Public Health, Albany, NY, United StatesAlbany College of Pharmacy and Health Sciences, Albany, NY, United StatesAlbany College of Pharmacy and Health Sciences, Albany, NY, United StatesAlbany College of Pharmacy and Health Sciences, Albany, NY, United StatesDepartment of Clinical Pharmacy, University of Michigan, Ann Arbor, MI, United StatesWadsworth Center, New York State Department of Health, Albany, NY, United StatesDepartment of Biomedical Sciences, University at Albany, School of Public Health, Albany, NY, United StatesWadsworth Center, New York State Department of Health, Albany, NY, United StatesDepartment of Biomedical Sciences, University at Albany, School of Public Health, Albany, NY, United StatesAlbany College of Pharmacy and Health Sciences, Albany, NY, United StatesThe extensive use of daptomycin for treating complex methicillin-resistant Staphylococcus aureus infections has led to the emergence of daptomycin-resistant strains. Although genomic studies have identified mutations associated with daptomycin resistance, they have not necessarily provided insight into the evolution and hierarchy of genetic changes that confer resistance, particularly as antibiotic concentrations are increased. Additionally, plate-dependent in vitro analyses that passage bacteria in the presence of antibiotics can induce selective pressures unrelated to antibiotic exposure. We established a continuous culture bioreactor model that exposes S. aureus strain N315 to increasing concentrations of daptomycin without the confounding effects of nutritional depletion to further understand the evolution of drug resistance and validate the bioreactor as a method that produces clinically relevant results. Samples were collected every 24 h for a period of 14 days and minimum inhibitory concentrations were determined to monitor the acquisition of daptomycin resistance. The collected samples were then subjected to whole genome sequencing. The development of daptomycin resistance in N315 was associated with previously identified mutations in genes coding for proteins that alter cell membrane charge and composition. Although genes involved in metabolic functions were also targets of mutation, the common route to resistance relied on a combination of mutations at a few key loci. Tracking the frequency of each mutation throughout the experiment revealed that mutations need not arise progressively in response to increasing antibiotic concentrations and that most mutations were present at low levels within populations earlier than would be recorded based on single-nucleotide polymorphism (SNP) filtering criteria. In contrast, a serial-passaged population showed only one mutation in a gene associated with resistance and provided limited detail on the changes that occur upon exposure to higher drug dosages. To conclude, this study demonstrates the successful in vitro modeling of antibiotic resistance in a bioreactor and highlights the evolutionary paths associated with the acquisition of daptomycin non-susceptibility.https://www.frontiersin.org/article/10.3389/fmicb.2019.00345/fullStaphylococcus aureusbioreactor culturedaptomycinwhole-genome sequencing analysisevolution of resistance
collection DOAJ
language English
format Article
sources DOAJ
author Erica Lasek-Nesselquist
Jackson Lu
Ryan Schneider
Zhuo Ma
Vincenzo Russo
Smruti Mishra
Manjunath P. Pai
Janice D. Pata
Janice D. Pata
Kathleen A. McDonough
Kathleen A. McDonough
Meenakshi Malik
spellingShingle Erica Lasek-Nesselquist
Jackson Lu
Ryan Schneider
Zhuo Ma
Vincenzo Russo
Smruti Mishra
Manjunath P. Pai
Janice D. Pata
Janice D. Pata
Kathleen A. McDonough
Kathleen A. McDonough
Meenakshi Malik
Insights Into the Evolution of Staphylococcus aureus Daptomycin Resistance From an in vitro Bioreactor Model
Frontiers in Microbiology
Staphylococcus aureus
bioreactor culture
daptomycin
whole-genome sequencing analysis
evolution of resistance
author_facet Erica Lasek-Nesselquist
Jackson Lu
Ryan Schneider
Zhuo Ma
Vincenzo Russo
Smruti Mishra
Manjunath P. Pai
Janice D. Pata
Janice D. Pata
Kathleen A. McDonough
Kathleen A. McDonough
Meenakshi Malik
author_sort Erica Lasek-Nesselquist
title Insights Into the Evolution of Staphylococcus aureus Daptomycin Resistance From an in vitro Bioreactor Model
title_short Insights Into the Evolution of Staphylococcus aureus Daptomycin Resistance From an in vitro Bioreactor Model
title_full Insights Into the Evolution of Staphylococcus aureus Daptomycin Resistance From an in vitro Bioreactor Model
title_fullStr Insights Into the Evolution of Staphylococcus aureus Daptomycin Resistance From an in vitro Bioreactor Model
title_full_unstemmed Insights Into the Evolution of Staphylococcus aureus Daptomycin Resistance From an in vitro Bioreactor Model
title_sort insights into the evolution of staphylococcus aureus daptomycin resistance from an in vitro bioreactor model
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2019-02-01
description The extensive use of daptomycin for treating complex methicillin-resistant Staphylococcus aureus infections has led to the emergence of daptomycin-resistant strains. Although genomic studies have identified mutations associated with daptomycin resistance, they have not necessarily provided insight into the evolution and hierarchy of genetic changes that confer resistance, particularly as antibiotic concentrations are increased. Additionally, plate-dependent in vitro analyses that passage bacteria in the presence of antibiotics can induce selective pressures unrelated to antibiotic exposure. We established a continuous culture bioreactor model that exposes S. aureus strain N315 to increasing concentrations of daptomycin without the confounding effects of nutritional depletion to further understand the evolution of drug resistance and validate the bioreactor as a method that produces clinically relevant results. Samples were collected every 24 h for a period of 14 days and minimum inhibitory concentrations were determined to monitor the acquisition of daptomycin resistance. The collected samples were then subjected to whole genome sequencing. The development of daptomycin resistance in N315 was associated with previously identified mutations in genes coding for proteins that alter cell membrane charge and composition. Although genes involved in metabolic functions were also targets of mutation, the common route to resistance relied on a combination of mutations at a few key loci. Tracking the frequency of each mutation throughout the experiment revealed that mutations need not arise progressively in response to increasing antibiotic concentrations and that most mutations were present at low levels within populations earlier than would be recorded based on single-nucleotide polymorphism (SNP) filtering criteria. In contrast, a serial-passaged population showed only one mutation in a gene associated with resistance and provided limited detail on the changes that occur upon exposure to higher drug dosages. To conclude, this study demonstrates the successful in vitro modeling of antibiotic resistance in a bioreactor and highlights the evolutionary paths associated with the acquisition of daptomycin non-susceptibility.
topic Staphylococcus aureus
bioreactor culture
daptomycin
whole-genome sequencing analysis
evolution of resistance
url https://www.frontiersin.org/article/10.3389/fmicb.2019.00345/full
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