Cargando…
A population model for the 2017/18 listeriosis outbreak in South Africa
We introduce a compartmental model of ordinary differential equations for the population dynamics of listeriosis, and we derive a model for analysing a listeriosis outbreak. The model explicitly accommodates neonatal infections. Similarly as is common in cholera modeling, we include a compartment to...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7067559/ https://www.ncbi.nlm.nih.gov/pubmed/32163438 http://dx.doi.org/10.1371/journal.pone.0229901 |
_version_ | 1783505419525685248 |
---|---|
author | Witbooi, Peter Joseph Africa, Charlene Christoffels, Alan Ahmed, Ibrahim Hussin Ibrahim |
author_facet | Witbooi, Peter Joseph Africa, Charlene Christoffels, Alan Ahmed, Ibrahim Hussin Ibrahim |
author_sort | Witbooi, Peter Joseph |
collection | PubMed |
description | We introduce a compartmental model of ordinary differential equations for the population dynamics of listeriosis, and we derive a model for analysing a listeriosis outbreak. The model explicitly accommodates neonatal infections. Similarly as is common in cholera modeling, we include a compartment to represent the reservoir of bacteria. We also include a compartment to represent the incubation phase. For the 2017/18 listeriosis outbreak that happened in South Africa, we calculate the time pattern and intensity of the force of infection, and we determine numerical values for some of the parameters in the model. The model is calibrated using South African data, together with existing data in the open literature not necessarily from South Africa. We make projections on the future outlook of the epidemiology of the disease and the possibility of eradication. |
format | Online Article Text |
id | pubmed-7067559 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-70675592020-03-23 A population model for the 2017/18 listeriosis outbreak in South Africa Witbooi, Peter Joseph Africa, Charlene Christoffels, Alan Ahmed, Ibrahim Hussin Ibrahim PLoS One Research Article We introduce a compartmental model of ordinary differential equations for the population dynamics of listeriosis, and we derive a model for analysing a listeriosis outbreak. The model explicitly accommodates neonatal infections. Similarly as is common in cholera modeling, we include a compartment to represent the reservoir of bacteria. We also include a compartment to represent the incubation phase. For the 2017/18 listeriosis outbreak that happened in South Africa, we calculate the time pattern and intensity of the force of infection, and we determine numerical values for some of the parameters in the model. The model is calibrated using South African data, together with existing data in the open literature not necessarily from South Africa. We make projections on the future outlook of the epidemiology of the disease and the possibility of eradication. Public Library of Science 2020-03-12 /pmc/articles/PMC7067559/ /pubmed/32163438 http://dx.doi.org/10.1371/journal.pone.0229901 Text en © 2020 Witbooi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Witbooi, Peter Joseph Africa, Charlene Christoffels, Alan Ahmed, Ibrahim Hussin Ibrahim A population model for the 2017/18 listeriosis outbreak in South Africa |
title | A population model for the 2017/18 listeriosis outbreak in South Africa |
title_full | A population model for the 2017/18 listeriosis outbreak in South Africa |
title_fullStr | A population model for the 2017/18 listeriosis outbreak in South Africa |
title_full_unstemmed | A population model for the 2017/18 listeriosis outbreak in South Africa |
title_short | A population model for the 2017/18 listeriosis outbreak in South Africa |
title_sort | population model for the 2017/18 listeriosis outbreak in south africa |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7067559/ https://www.ncbi.nlm.nih.gov/pubmed/32163438 http://dx.doi.org/10.1371/journal.pone.0229901 |
work_keys_str_mv | AT witbooipeterjoseph apopulationmodelforthe201718listeriosisoutbreakinsouthafrica AT africacharlene apopulationmodelforthe201718listeriosisoutbreakinsouthafrica AT christoffelsalan apopulationmodelforthe201718listeriosisoutbreakinsouthafrica AT ahmedibrahimhussinibrahim apopulationmodelforthe201718listeriosisoutbreakinsouthafrica AT witbooipeterjoseph populationmodelforthe201718listeriosisoutbreakinsouthafrica AT africacharlene populationmodelforthe201718listeriosisoutbreakinsouthafrica AT christoffelsalan populationmodelforthe201718listeriosisoutbreakinsouthafrica AT ahmedibrahimhussinibrahim populationmodelforthe201718listeriosisoutbreakinsouthafrica |