Mathematical Analysis on Transmission of Nosocomial Infection Applying Combination Therapy

Nosocomial infections, such as those caused by carbapenem‐resistant Klebsiella pneumoniae (CRKP) transmitted into hospitals, worsen patient outcomes, strain healthcare infrastructure, increase treatment costs, prolong hospital stays, and complicate medical treatment due to their high level of antibi...

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Published inJournal of applied mathematics Vol. 2025; no. 1
Main Authors Rokib, Saiful Islam, Hossain, Shahadat, Malek, Maria Binte, Ruhi, Fariha Akter, Mallick, Uzzwal Kumar
Format Journal Article
LanguageEnglish
Published New York John Wiley & Sons, Inc 01.01.2025
Wiley
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ISSN1110-757X
1687-0042
DOI10.1155/jama/3002490

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Abstract Nosocomial infections, such as those caused by carbapenem‐resistant Klebsiella pneumoniae (CRKP) transmitted into hospitals, worsen patient outcomes, strain healthcare infrastructure, increase treatment costs, prolong hospital stays, and complicate medical treatment due to their high level of antibiotic resistance. Taking into account these detrimental aspects, this study deals with a dynamic system of nonlinear differential equations with maintenance preventive strategies, and treatment applying combination therapy has been considered to prevent CRKP transmission and reduce antibiotic resistance while accounting for two hospital populations. The analytical analysis includes positivity, boundedness, existence of a unique solution, stability at equilibrium points, reproduction number ( R 0 ), sensitivity, and convergence of state variables. And, the numerical simulations were performed using the fourth‐order Runge–Kutta method. We find that the proper implementation of hygiene practices among hospitalized patients and the consistent use of personal protective equipment (PPE) by healthcare workers play an important role in preventing CRKP transmission in hospitals. Additionally, applying combination therapy as a treatment approach for CRKP reduces antibiotic resistance. Consequently, this improves hospital safety and ensures a healthier environment by minimizing the spread of infectious agents and reducing the risks of nosocomial infections.
AbstractList Nosocomial infections, such as those caused by carbapenem‐resistant Klebsiella pneumoniae (CRKP) transmitted into hospitals, worsen patient outcomes, strain healthcare infrastructure, increase treatment costs, prolong hospital stays, and complicate medical treatment due to their high level of antibiotic resistance. Taking into account these detrimental aspects, this study deals with a dynamic system of nonlinear differential equations with maintenance preventive strategies, and treatment applying combination therapy has been considered to prevent CRKP transmission and reduce antibiotic resistance while accounting for two hospital populations. The analytical analysis includes positivity, boundedness, existence of a unique solution, stability at equilibrium points, reproduction number ( R 0 ), sensitivity, and convergence of state variables. And, the numerical simulations were performed using the fourth‐order Runge–Kutta method. We find that the proper implementation of hygiene practices among hospitalized patients and the consistent use of personal protective equipment (PPE) by healthcare workers play an important role in preventing CRKP transmission in hospitals. Additionally, applying combination therapy as a treatment approach for CRKP reduces antibiotic resistance. Consequently, this improves hospital safety and ensures a healthier environment by minimizing the spread of infectious agents and reducing the risks of nosocomial infections.
Nosocomial infections, such as those caused by carbapenem-resistant Klebsiella pneumoniae (CRKP) transmitted into hospitals, worsen patient outcomes, strain healthcare infrastructure, increase treatment costs, prolong hospital stays, and complicate medical treatment due to their high level of antibiotic resistance. Taking into account these detrimental aspects, this study deals with a dynamic system of nonlinear differential equations with maintenance preventive strategies, and treatment applying combination therapy has been considered to prevent CRKP transmission and reduce antibiotic resistance while accounting for two hospital populations. The analytical analysis includes positivity, boundedness, existence of a unique solution, stability at equilibrium points, reproduction number (R[sub.0]), sensitivity, and convergence of state variables. And, the numerical simulations were performed using the fourth-order Runge-Kutta method. We find that the proper implementation of hygiene practices among hospitalized patients and the consistent use of personal protective equipment (PPE) by healthcare workers play an important role in preventing CRKP transmission in hospitals. Additionally, applying combination therapy as a treatment approach for CRKP reduces antibiotic resistance. Consequently, this improves hospital safety and ensures a healthier environment by minimizing the spread of infectious agents and reducing the risks of nosocomial infections.
Nosocomial infections, such as those caused by carbapenem-resistant Klebsiella pneumoniae (CRKP) transmitted into hospitals, worsen patient outcomes, strain healthcare infrastructure, increase treatment costs, prolong hospital stays, and complicate medical treatment due to their high level of antibiotic resistance. Taking into account these detrimental aspects, this study deals with a dynamic system of nonlinear differential equations with maintenance preventive strategies, and treatment applying combination therapy has been considered to prevent CRKP transmission and reduce antibiotic resistance while accounting for two hospital populations. The analytical analysis includes positivity, boundedness, existence of a unique solution, stability at equilibrium points, reproduction number (R0), sensitivity, and convergence of state variables. And, the numerical simulations were performed using the fourth-order Runge–Kutta method. We find that the proper implementation of hygiene practices among hospitalized patients and the consistent use of personal protective equipment (PPE) by healthcare workers play an important role in preventing CRKP transmission in hospitals. Additionally, applying combination therapy as a treatment approach for CRKP reduces antibiotic resistance. Consequently, this improves hospital safety and ensures a healthier environment by minimizing the spread of infectious agents and reducing the risks of nosocomial infections.
Audience Academic
Author Rokib, Saiful Islam
Mallick, Uzzwal Kumar
Ruhi, Fariha Akter
Hossain, Shahadat
Malek, Maria Binte
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Copyright © 2025 Saiful Islam Rokib et al. Journal of Applied Mathematics published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution License (the “License”), which permits use, distribution and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0
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Snippet Nosocomial infections, such as those caused by carbapenem‐resistant Klebsiella pneumoniae (CRKP) transmitted into hospitals, worsen patient outcomes, strain...
Nosocomial infections, such as those caused by carbapenem-resistant Klebsiella pneumoniae (CRKP) transmitted into hospitals, worsen patient outcomes, strain...
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SubjectTerms Antibiotics
Bacteria
Bacterial infections
Care and treatment
Combination therapy
Differential equations
Disease
Drug resistance
Drug resistance in microorganisms
Epidemics
Epidemiology
Health aspects
Health care
Hospital patients
Hospitalization
Hospitals
Infection
Mathematical analysis
Mathematical models
Medical care, Cost of
Medical personnel
Nosocomial infections
Numerical analysis
Ordinary differential equations
Pathogens
Plasmids
Public health
Surgery
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Title Mathematical Analysis on Transmission of Nosocomial Infection Applying Combination Therapy
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