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The determinant of periodicity in Mycoplasma pneumoniae incidence: an insight from mathematical modelling
Until the early 1990s, incidences of Mycoplasma pneumoniae (MP) infection showed three to five year epidemic cycles in multiple countries, however, the mechanism for the MP epidemic cycle has not been understood. Here, we investigate the determinant of periodicity in MP incidence by employing a math...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4585982/ https://www.ncbi.nlm.nih.gov/pubmed/26412506 http://dx.doi.org/10.1038/srep14473 |
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author | Omori, Ryosuke Nakata, Yukihiko Tessmer, Heidi L. Suzuki, Satowa Shibayama, Keigo |
author_facet | Omori, Ryosuke Nakata, Yukihiko Tessmer, Heidi L. Suzuki, Satowa Shibayama, Keigo |
author_sort | Omori, Ryosuke |
collection | PubMed |
description | Until the early 1990s, incidences of Mycoplasma pneumoniae (MP) infection showed three to five year epidemic cycles in multiple countries, however, the mechanism for the MP epidemic cycle has not been understood. Here, we investigate the determinant of periodicity in MP incidence by employing a mathematical model describing MP transmission dynamics. Three candidates for the determinant of periodicity were evaluated: school-term forcing, minor variance in the duration of immunity, and epidemiological interference between MP serotypes. We find that minor variation in the duration of immunity at the population level must be considered essential for the MP epidemic cycle because the MP cyclic incidence pattern did not replicate without it. Minor variation, in this case, is a less dispersed distribution for the duration of immunity than an exponential distribution. Various lengths of epidemic cycles, including cycles typically found in nature, e.g. three to five year cycles, were also observed when there was minor variance in the duration of immunity. The cyclic incidence pattern is robust even if there is epidemiological interference due to cross-immune protection, which is observed in the epidemiological data as negative correlation between epidemics per MP serotype. |
format | Online Article Text |
id | pubmed-4585982 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-45859822015-09-30 The determinant of periodicity in Mycoplasma pneumoniae incidence: an insight from mathematical modelling Omori, Ryosuke Nakata, Yukihiko Tessmer, Heidi L. Suzuki, Satowa Shibayama, Keigo Sci Rep Article Until the early 1990s, incidences of Mycoplasma pneumoniae (MP) infection showed three to five year epidemic cycles in multiple countries, however, the mechanism for the MP epidemic cycle has not been understood. Here, we investigate the determinant of periodicity in MP incidence by employing a mathematical model describing MP transmission dynamics. Three candidates for the determinant of periodicity were evaluated: school-term forcing, minor variance in the duration of immunity, and epidemiological interference between MP serotypes. We find that minor variation in the duration of immunity at the population level must be considered essential for the MP epidemic cycle because the MP cyclic incidence pattern did not replicate without it. Minor variation, in this case, is a less dispersed distribution for the duration of immunity than an exponential distribution. Various lengths of epidemic cycles, including cycles typically found in nature, e.g. three to five year cycles, were also observed when there was minor variance in the duration of immunity. The cyclic incidence pattern is robust even if there is epidemiological interference due to cross-immune protection, which is observed in the epidemiological data as negative correlation between epidemics per MP serotype. Nature Publishing Group 2015-09-28 /pmc/articles/PMC4585982/ /pubmed/26412506 http://dx.doi.org/10.1038/srep14473 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Omori, Ryosuke Nakata, Yukihiko Tessmer, Heidi L. Suzuki, Satowa Shibayama, Keigo The determinant of periodicity in Mycoplasma pneumoniae incidence: an insight from mathematical modelling |
title | The determinant of periodicity in Mycoplasma pneumoniae incidence: an insight from mathematical modelling |
title_full | The determinant of periodicity in Mycoplasma pneumoniae incidence: an insight from mathematical modelling |
title_fullStr | The determinant of periodicity in Mycoplasma pneumoniae incidence: an insight from mathematical modelling |
title_full_unstemmed | The determinant of periodicity in Mycoplasma pneumoniae incidence: an insight from mathematical modelling |
title_short | The determinant of periodicity in Mycoplasma pneumoniae incidence: an insight from mathematical modelling |
title_sort | determinant of periodicity in mycoplasma pneumoniae incidence: an insight from mathematical modelling |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4585982/ https://www.ncbi.nlm.nih.gov/pubmed/26412506 http://dx.doi.org/10.1038/srep14473 |
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