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Dynamical memory underlies prolonged plasmid persistence after transient antibiotic treatment
Zhengqing Zhou1,2, Andrea Weiss1,2, Zhixiang Yao1,2,3
1Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.
Abstract:
Plasmids play critical roles in spreading and maintaining antimicrobial resistance (AMR). They often exhibit prolonged persistence upon antibiotic treatment, even when they impose substantial burden on their hosts. This persistence has been primarily attributed to rapid horizontal transfer or low plasmid cost. However, these mechanisms cannot account for the slow decay of burdensome plasmids with poor mobility. Here, we show that the decoupling of time scales between slow segregation loss and fast growth competition leads to a slow-down in plasmid abundance decay at high initial plasmid abundance, reminiscent of the ghost effect from nonlinear dynamical systems. Integrating theory, simulations, and quantitative experiments across clonal populations and multi-species bacterial communities, we demonstrate that a transient antibiotic pulse can eliminate plasmid-free cells and create a ghost state that extends plasmid persistence from days to months. Our research reveals a generalizable mechanism for the prolonged ecological memory of antibiotic exposure and underscores the need for proactive strategies to curb the spread of AMR.
Insights
Plasmids driving antimicrobial resistance (AMR) persist longer than expected. A transient antibiotic pulse can create a
Area of Science:
- Microbiology and Evolutionary Biology
- Antimicrobial Resistance (AMR) Dynamics
Background:
- Plasmids are key drivers of antimicrobial resistance (AMR) spread and maintenance.
- Burdensome plasmids often persist despite antibiotic treatment, challenging existing explanations like horizontal transfer or low cost.
- The slow decay of highly burdensome, poorly mobile plasmids remains poorly understood.
Purpose of the Study:
- To investigate the mechanisms behind the prolonged persistence of burdensome plasmids.
- To explore the role of timescale decoupling between plasmid loss and bacterial growth competition.
- To demonstrate how transient antibiotic exposure can manipulate plasmid persistence dynamics.
Main Methods:
- Theoretical modeling using nonlinear dynamical systems to describe the 'ghost effect'.
- Computational simulations to analyze plasmid dynamics under varying conditions.
- Quantitative experiments using both clonal bacterial populations and multi-species communities.
Main Results:
- Demonstrated that the decoupling of slow segregation loss and fast growth competition slows plasmid decay at high initial abundances.
- Identified a 'ghost' state where transient antibiotic pulses eliminate sensitive cells, extending plasmid persistence significantly.
- Observed plasmid persistence extending from days to months under specific experimental conditions.
Conclusions:
- The 'ghost effect' provides a generalizable mechanism explaining prolonged plasmid persistence and ecological memory of antibiotic exposure.
- Transient antibiotic treatments can be strategically used to manipulate plasmid dynamics.
- Highlights the need for proactive strategies to combat AMR spread, considering these persistence mechanisms.
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