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Open AccessJournal ArticleDOI

Modeling the effect of antibiotic exposure on the transmission of methicillin-resistant Staphylococcus aureus in hospitals with environmental contamination

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TLDR
Numerical simulations and sensitivity analysis show that environmental cleaning is a critical intervention, and hospitals should use antibiotics properly and as little as possible.
Abstract
In this paper both deterministic and stochastic models are developed to explore the roles that antibiotic exposure and environmental contamination play in the spread of antibiotic-resistant bacteria, such as methicillin-resistant Staphylococcus aureus (MRSA), in hospitals. Uncolonized patients without or with antibiotic exposure, colonized patients without or with antibiotic exposure, uncontaminated or contaminated healthcare workers, and free-living bacteria are included in the models. Under the assumption that there is no admission of the colonized patients, the basic reproduction number R0 is calculated. It is shown that when R0 1, the infection is uniformly persistent. Numerical simulations and sensitivity analysis show that environmental cleaning is a critical intervention, and hospitals should use antibiotics properly and as little as possible. The rapid and efficient treatment of colonized patients, especially those with antibiotic exposure, is key in controlling MRSA infections. Screening and isolating colonized patients at admission, and improving compliance with hand hygiene are also important control strategies.

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Citations
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Journal ArticleDOI

Environmental antimicrobial resistance and its drivers: a potential threat to public health.

TL;DR: In this article, the authors provide a brief description of AMR as a global concern and the possible contribution of different environmental drivers to the transmission of antibiotic-resistant bacteria or ARGs through various mechanisms.
Journal ArticleDOI

Modeling the seasonality of Methicillin-resistant Staphylococcus aureus infections in hospitals with environmental contamination.

TL;DR: Numerical simulations indicate that environmental cleaning is the most important intervention to control the infection, which emphasizes the effect of environmental contamination in MRSA infections.
Journal ArticleDOI

Antimicrobial Resistance and Its Drivers—A Review

TL;DR: In this paper , the authors provide a brief overview of AMR development processes, the worldwide burden and drivers, current knowledge gaps, monitoring methodologies, and global mitigation measures in the development and spread of antimicrobial resistance in the environment.
Journal ArticleDOI

A cross-infection model with diffusive environmental bacteria

TL;DR: In this paper, a cross-infection model with diffusive bacteria in the environment is proposed, and the authors prove the global existence, uniform boundedness and ultimate boundedness of solutions as well as the existence of a global attractor for the equivalent model.
Book ChapterDOI

Investigating the Impact of Combination Phage and Antibiotic Therapy: A Modeling Study

TL;DR: The model results show that it is important to consider the host immune system in the model and that frequency and dose of treatment are important considerations for the effectiveness of treatment, which can lead to development of optimal antibiotic use and further reduce the health risks of the human-animal-plant-ecosystem interface caused by AMR.
References
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Journal ArticleDOI

Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission

TL;DR: A precise definition of the basic reproduction number, R0, is presented for a general compartmental disease transmission model based on a system of ordinary differential equations and it is shown that, if R0<1, then the disease free equilibrium is locally asymptotically stable; whereas if R 0>1,Then it is unstable.
Journal ArticleDOI

A Methodology For Performing Global Uncertainty And Sensitivity Analysis In Systems Biology

TL;DR: This work develops methods for applying existing analytical tools to perform analyses on a variety of mathematical and computer models and provides a complete methodology for performing these analyses, in both deterministic and stochastic settings, and proposes novel techniques to handle problems encountered during these types of analyses.
Journal ArticleDOI

The construction of next-generation matrices for compartmental epidemic models.

TL;DR: An elementary but complete proof that ℛ0 defined as the dominant eigenvalue of the NGM for compartmental systems and the Malthusian parameter r, the real-time exponential growth rate in the early phase of an outbreak, are connected by the properties.
Book

An introduction to stochastic processes with applications to biology

TL;DR: A review of Probability Theory and an Introduction to Stochastic Processes can be found in this article, where the central limit theorem of probability theory is used to generate functions.
Journal ArticleDOI

Environmental contamination due to methicillin-resistant Staphylococcus aureus: possible infection control implications.

TL;DR: It is concluded that inanimate surfaces near affected patients commonly become contaminated with MRSA and that the frequency of contamination is affected by the body site at which patients are colonized or infected.
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