Bistable Bacterial Growth Dynamics in the Presence of Antimicrobial Agents

The outcome of an antibiotic treatment on the growth capacity of bacteria is largely dependent on the initial population size (Inoculum Effect). We characterized and built a model of this effect in <i>E. coli</i> cultures using a large variety of antimicrobials, including conventional an...

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Main Authors: Nelly Frenkel, Ron Saar Dover, Eve Titon, Yechiel Shai, Vered Rom-Kedar
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Antibiotics
Subjects:
Online Access:https://www.mdpi.com/2079-6382/10/1/87
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spelling doaj-41acd270724f4b6893cbc243cdde232c2021-01-19T00:02:16ZengMDPI AGAntibiotics2079-63822021-01-0110878710.3390/antibiotics10010087Bistable Bacterial Growth Dynamics in the Presence of Antimicrobial AgentsNelly Frenkel0Ron Saar Dover1Eve Titon2Yechiel Shai3Vered Rom-Kedar4Department of Biomolecular Sciences, 206 Nella and Leon Benoziyo Building for Biological Sciences, The Weizmann Institute of Science, Rehovot 76100, IsraelDepartment of Biomolecular Sciences, 206 Nella and Leon Benoziyo Building for Biological Sciences, The Weizmann Institute of Science, Rehovot 76100, IsraelDepartment of Computer Science and Applied Mathematics, 211 Jacob Ziskind Building, The Weizmann Institute of Science, Rehovot 76100, IsraelDepartment of Biomolecular Sciences, 206 Nella and Leon Benoziyo Building for Biological Sciences, The Weizmann Institute of Science, Rehovot 76100, IsraelDepartment of Computer Science and Applied Mathematics, 211 Jacob Ziskind Building, The Weizmann Institute of Science, Rehovot 76100, IsraelThe outcome of an antibiotic treatment on the growth capacity of bacteria is largely dependent on the initial population size (Inoculum Effect). We characterized and built a model of this effect in <i>E. coli</i> cultures using a large variety of antimicrobials, including conventional antibiotics, and for the first time, cationic antimicrobial peptides (CAMPs). Our results show that all classes of antimicrobial drugs induce an inoculum effect, which, as we explain, implies that the dynamic is bistable: For a range of anti-microbial densities, a very small inoculum decays whereas a larger inoculum grows, and the threshold inoculum depends on the drug concentration. We characterized three distinct classes of drug-induced bistable growth dynamics and demonstrate that in rich medium, CAMPs correspond to the simplest class, bacteriostatic antibiotics to the second class, and all other traditional antibiotics to the third, more complex class. These findings provide a unifying universal framework for describing the dynamics of the inoculum effect induced by antimicrobials with inherently different killing mechanisms.https://www.mdpi.com/2079-6382/10/1/87microbiologyantibioticsantimicrobial peptidesinoculum effectmathematical modeling of infection
collection DOAJ
language English
format Article
sources DOAJ
author Nelly Frenkel
Ron Saar Dover
Eve Titon
Yechiel Shai
Vered Rom-Kedar
spellingShingle Nelly Frenkel
Ron Saar Dover
Eve Titon
Yechiel Shai
Vered Rom-Kedar
Bistable Bacterial Growth Dynamics in the Presence of Antimicrobial Agents
Antibiotics
microbiology
antibiotics
antimicrobial peptides
inoculum effect
mathematical modeling of infection
author_facet Nelly Frenkel
Ron Saar Dover
Eve Titon
Yechiel Shai
Vered Rom-Kedar
author_sort Nelly Frenkel
title Bistable Bacterial Growth Dynamics in the Presence of Antimicrobial Agents
title_short Bistable Bacterial Growth Dynamics in the Presence of Antimicrobial Agents
title_full Bistable Bacterial Growth Dynamics in the Presence of Antimicrobial Agents
title_fullStr Bistable Bacterial Growth Dynamics in the Presence of Antimicrobial Agents
title_full_unstemmed Bistable Bacterial Growth Dynamics in the Presence of Antimicrobial Agents
title_sort bistable bacterial growth dynamics in the presence of antimicrobial agents
publisher MDPI AG
series Antibiotics
issn 2079-6382
publishDate 2021-01-01
description The outcome of an antibiotic treatment on the growth capacity of bacteria is largely dependent on the initial population size (Inoculum Effect). We characterized and built a model of this effect in <i>E. coli</i> cultures using a large variety of antimicrobials, including conventional antibiotics, and for the first time, cationic antimicrobial peptides (CAMPs). Our results show that all classes of antimicrobial drugs induce an inoculum effect, which, as we explain, implies that the dynamic is bistable: For a range of anti-microbial densities, a very small inoculum decays whereas a larger inoculum grows, and the threshold inoculum depends on the drug concentration. We characterized three distinct classes of drug-induced bistable growth dynamics and demonstrate that in rich medium, CAMPs correspond to the simplest class, bacteriostatic antibiotics to the second class, and all other traditional antibiotics to the third, more complex class. These findings provide a unifying universal framework for describing the dynamics of the inoculum effect induced by antimicrobials with inherently different killing mechanisms.
topic microbiology
antibiotics
antimicrobial peptides
inoculum effect
mathematical modeling of infection
url https://www.mdpi.com/2079-6382/10/1/87
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