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Threshold dynamics of the Transmission of Antibiotic-Resistant Infections
Zinabu Teka Melese1, S M Mwalili2, G O Orwa2
1Pan African University Institute for Basic Sciences, Technology and Innovation, Nairobi, Kenya.
Abstract:
Despite numerous studies conducted, multidrug-resistant infections such as methicillin-resistant Staphylococcus aureus (MRSE) and vancomycin-resistant enterococci (VRE) are still increasing in hospitals, and yet continued to be the important challenges of worldwide health. Mathematical modeling gives an insightful information in policy and decision making to control the transmission and spread of these infections globally. We formulated and analyse a mathematical model to characterise the transmission co-dynamics of hospital-acquired MRSE (HA-MRSA) and community-acquired MRSE (CA-MRSA) and to investigate the long run competitiveness of the two strains in hospital. Numerical simulations are carried out to explore the basic reproduction numbers for the two strains so as to determine the dominant strain in the future in hospital setting. Under some conditions, invasion reproduction numbers are also applied to determine the uniform persistence of the two strains. We further performed sensitivity analysis to examine the influence of model parameters on the transmission and spread of the the strains, thereby determine the effective intervention strategies that reduce the overflow of the infections in hospital setting. To support theoretical findings qualitatively, graphical representations are provided.
Insights
Mathematical modeling reveals how hospital-acquired (HA-MRSA) and community-acquired (CA-MRSA) methicillin-resistant Staphylococcus aureus strains compete. This analysis identifies key factors influencing transmission and guides effective control strategies against these multidrug-resistant infections.
Area of Science:
- Epidemiology
- Mathematical Biology
- Infectious Diseases
Background:
- Multidrug-resistant infections, including methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant enterococci (VRE), pose significant global health challenges.
- Hospital-acquired infections (HAIs) represent a critical area of concern due to increasing resistance rates.
Purpose of the Study:
- To formulate and analyze a mathematical model characterizing the transmission co-dynamics of hospital-acquired MRSA (HA-MRSA) and community-acquired MRSA (CA-MRSA).
- To investigate the long-term competitiveness and dominance of these two MRSA strains within hospital settings.
- To identify effective intervention strategies for controlling MRSA transmission and spread in hospitals.
Main Methods:
- Development of a mathematical model to simulate MRSA strain dynamics.
- Numerical simulations to calculate basic and invasion reproduction numbers for each strain.
- Sensitivity analysis to assess the impact of various parameters on transmission and spread.
- Graphical representations to support theoretical findings.
Main Results:
- The study determines the conditions under which one MRSA strain may dominate over the other.
- Invasion reproduction numbers are used to predict the uniform persistence of both HA-MRSA and CA-MRSA.
- Sensitivity analysis highlights critical parameters influencing MRSA transmission dynamics.
Conclusions:
- Mathematical modeling provides valuable insights for policy and decision-making in controlling MRSA spread.
- Understanding strain competitiveness is crucial for developing targeted and effective intervention strategies.
- The findings aid in reducing the burden of MRSA infections in hospital environments.
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