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Modelling the Dynamics of Host-Parasite Interactions: Basic Principles
Mathematical modelling is a valuable tool for the analysis of the infectious diseases spread. Dynamical models may help to represent and summarize available knowledge on transmission and disease evolution, to test assumptions and analyse scenarios, and to predict outcomes of the host-pathogen intera...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122337/ http://dx.doi.org/10.1007/978-94-007-2114-2_5 |
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author | Ezanno, Pauline Vergu, Elisabeta Langlais, Michel Gilot-Fromont, Emmanuelle |
author_facet | Ezanno, Pauline Vergu, Elisabeta Langlais, Michel Gilot-Fromont, Emmanuelle |
author_sort | Ezanno, Pauline |
collection | PubMed |
description | Mathematical modelling is a valuable tool for the analysis of the infectious diseases spread. Dynamical models may help to represent and summarize available knowledge on transmission and disease evolution, to test assumptions and analyse scenarios, and to predict outcomes of the host-pathogen interactions. This chapter aims at introducing basic concepts and methods of epidemiological modelling, in order to provide a starting point for further developments. After positioning modelling in the process of disease investigation, we first present the main principles of model building and analysis, using simple biological and also mathematical systems. We then provide an overview of the methods that can be employed to describe more complex systems. Last, we illustrate how the modelling approach may help for different practical purposes, including evaluation of control strategies. A brief conclusion discusses the challenge of including genetic and molecular variability in epidemiological modelling. |
format | Online Article Text |
id | pubmed-7122337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
record_format | MEDLINE/PubMed |
spelling | pubmed-71223372020-04-06 Modelling the Dynamics of Host-Parasite Interactions: Basic Principles Ezanno, Pauline Vergu, Elisabeta Langlais, Michel Gilot-Fromont, Emmanuelle New Frontiers of Molecular Epidemiology of Infectious Diseases Article Mathematical modelling is a valuable tool for the analysis of the infectious diseases spread. Dynamical models may help to represent and summarize available knowledge on transmission and disease evolution, to test assumptions and analyse scenarios, and to predict outcomes of the host-pathogen interactions. This chapter aims at introducing basic concepts and methods of epidemiological modelling, in order to provide a starting point for further developments. After positioning modelling in the process of disease investigation, we first present the main principles of model building and analysis, using simple biological and also mathematical systems. We then provide an overview of the methods that can be employed to describe more complex systems. Last, we illustrate how the modelling approach may help for different practical purposes, including evaluation of control strategies. A brief conclusion discusses the challenge of including genetic and molecular variability in epidemiological modelling. 2011-06-28 /pmc/articles/PMC7122337/ http://dx.doi.org/10.1007/978-94-007-2114-2_5 Text en © Springer Science+Business Media B.V. 2012 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Ezanno, Pauline Vergu, Elisabeta Langlais, Michel Gilot-Fromont, Emmanuelle Modelling the Dynamics of Host-Parasite Interactions: Basic Principles |
title | Modelling the Dynamics of Host-Parasite Interactions: Basic Principles |
title_full | Modelling the Dynamics of Host-Parasite Interactions: Basic Principles |
title_fullStr | Modelling the Dynamics of Host-Parasite Interactions: Basic Principles |
title_full_unstemmed | Modelling the Dynamics of Host-Parasite Interactions: Basic Principles |
title_short | Modelling the Dynamics of Host-Parasite Interactions: Basic Principles |
title_sort | modelling the dynamics of host-parasite interactions: basic principles |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122337/ http://dx.doi.org/10.1007/978-94-007-2114-2_5 |
work_keys_str_mv | AT ezannopauline modellingthedynamicsofhostparasiteinteractionsbasicprinciples AT verguelisabeta modellingthedynamicsofhostparasiteinteractionsbasicprinciples AT langlaismichel modellingthedynamicsofhostparasiteinteractionsbasicprinciples AT gilotfromontemmanuelle modellingthedynamicsofhostparasiteinteractionsbasicprinciples |