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Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk
A susceptible-infectious-susceptible (SIS) model for simulating healthcare-acquired infection spread within a hospital and associated community is proposed. The model accounts for the stratification of in-patients into two susceptibility-based risk groups. The model is formulated as a system of firs...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616222/ https://www.ncbi.nlm.nih.gov/pubmed/37903799 http://dx.doi.org/10.1038/s41598-023-45248-3 |
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author | Brachaczek, Paweł Lonc, Agata Kretzschmar, Mirjam E. Mikolajczyk, Rafael Horn, Johannes Karch, Andre Sakowski, Konrad Piotrowska, Monika J. |
author_facet | Brachaczek, Paweł Lonc, Agata Kretzschmar, Mirjam E. Mikolajczyk, Rafael Horn, Johannes Karch, Andre Sakowski, Konrad Piotrowska, Monika J. |
author_sort | Brachaczek, Paweł |
collection | PubMed |
description | A susceptible-infectious-susceptible (SIS) model for simulating healthcare-acquired infection spread within a hospital and associated community is proposed. The model accounts for the stratification of in-patients into two susceptibility-based risk groups. The model is formulated as a system of first-order ordinary differential equations (ODEs) with appropriate initial conditions. The mathematical analysis of this system is demonstrated. It is shown that the system has unique global solutions, which are bounded and non-negative. The basic reproduction number ([Formula: see text] ) for the considered model is derived. The existence and the stability of the stationary solutions are analysed. The disease-free stationary solution is always present and is globally asymptotically stable for [Formula: see text] , while for [Formula: see text] it is unstable. The presence of an endemic stationary solution depends on the model parameters and when it exists, it is globally asymptotically stable. The endemic state encompasses both risk groups. The endemic state within only one group only is not possible. In addition, for [Formula: see text] a forward bifurcation takes place. Numerical simulations, based on the anonymised insurance data, are also presented to illustrate theoretical results. |
format | Online Article Text |
id | pubmed-10616222 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106162222023-11-01 Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk Brachaczek, Paweł Lonc, Agata Kretzschmar, Mirjam E. Mikolajczyk, Rafael Horn, Johannes Karch, Andre Sakowski, Konrad Piotrowska, Monika J. Sci Rep Article A susceptible-infectious-susceptible (SIS) model for simulating healthcare-acquired infection spread within a hospital and associated community is proposed. The model accounts for the stratification of in-patients into two susceptibility-based risk groups. The model is formulated as a system of first-order ordinary differential equations (ODEs) with appropriate initial conditions. The mathematical analysis of this system is demonstrated. It is shown that the system has unique global solutions, which are bounded and non-negative. The basic reproduction number ([Formula: see text] ) for the considered model is derived. The existence and the stability of the stationary solutions are analysed. The disease-free stationary solution is always present and is globally asymptotically stable for [Formula: see text] , while for [Formula: see text] it is unstable. The presence of an endemic stationary solution depends on the model parameters and when it exists, it is globally asymptotically stable. The endemic state encompasses both risk groups. The endemic state within only one group only is not possible. In addition, for [Formula: see text] a forward bifurcation takes place. Numerical simulations, based on the anonymised insurance data, are also presented to illustrate theoretical results. Nature Publishing Group UK 2023-10-30 /pmc/articles/PMC10616222/ /pubmed/37903799 http://dx.doi.org/10.1038/s41598-023-45248-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Brachaczek, Paweł Lonc, Agata Kretzschmar, Mirjam E. Mikolajczyk, Rafael Horn, Johannes Karch, Andre Sakowski, Konrad Piotrowska, Monika J. Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk |
title | Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk |
title_full | Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk |
title_fullStr | Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk |
title_full_unstemmed | Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk |
title_short | Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk |
title_sort | transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616222/ https://www.ncbi.nlm.nih.gov/pubmed/37903799 http://dx.doi.org/10.1038/s41598-023-45248-3 |
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