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Mathematical Modeling for Scrub Typhus and Its Implications for Disease Control
BACKGROUND: The incidence rate of scrub typhus has been increasing in the Republic of Korea. Previous studies have suggested that this trend may have resulted from the effects of climate change on the transmission dynamics among vectors and hosts, but a clear explanation of the process is still lack...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Korean Academy of Medical Sciences
2018
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5852423/ https://www.ncbi.nlm.nih.gov/pubmed/29542303 http://dx.doi.org/10.3346/jkms.2018.33.e98 |
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author | Min, Kyung-Duk Cho, Sung-il |
author_facet | Min, Kyung-Duk Cho, Sung-il |
author_sort | Min, Kyung-Duk |
collection | PubMed |
description | BACKGROUND: The incidence rate of scrub typhus has been increasing in the Republic of Korea. Previous studies have suggested that this trend may have resulted from the effects of climate change on the transmission dynamics among vectors and hosts, but a clear explanation of the process is still lacking. In this study, we applied mathematical models to explore the potential factors that influence the epidemiology of tsutsugamushi disease. METHODS: We developed mathematical models of ordinary differential equations including human, rodent and mite groups. Two models, including simple and complex models, were developed, and all parameters employed in the models were adopted from previous articles that represent epidemiological situations in the Republic of Korea. RESULTS: The simulation results showed that the force of infection at the equilibrium state under the simple model was 0.236 (per 100,000 person-months), and that in the complex model was 26.796 (per 100,000 person-months). Sensitivity analyses indicated that the most influential parameters were rodent and mite populations and contact rate between them for the simple model, and trans-ovarian transmission for the complex model. In both models, contact rate between humans and mites is more influential than morality rate of rodent and mite group. CONCLUSION: The results indicate that the effect of controlling either rodents or mites could be limited, and reducing the contact rate between humans and mites is more practical and effective strategy. However, the current level of control would be insufficient relative to the growing mite population. |
format | Online Article Text |
id | pubmed-5852423 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | The Korean Academy of Medical Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-58524232018-03-19 Mathematical Modeling for Scrub Typhus and Its Implications for Disease Control Min, Kyung-Duk Cho, Sung-il J Korean Med Sci Original Article BACKGROUND: The incidence rate of scrub typhus has been increasing in the Republic of Korea. Previous studies have suggested that this trend may have resulted from the effects of climate change on the transmission dynamics among vectors and hosts, but a clear explanation of the process is still lacking. In this study, we applied mathematical models to explore the potential factors that influence the epidemiology of tsutsugamushi disease. METHODS: We developed mathematical models of ordinary differential equations including human, rodent and mite groups. Two models, including simple and complex models, were developed, and all parameters employed in the models were adopted from previous articles that represent epidemiological situations in the Republic of Korea. RESULTS: The simulation results showed that the force of infection at the equilibrium state under the simple model was 0.236 (per 100,000 person-months), and that in the complex model was 26.796 (per 100,000 person-months). Sensitivity analyses indicated that the most influential parameters were rodent and mite populations and contact rate between them for the simple model, and trans-ovarian transmission for the complex model. In both models, contact rate between humans and mites is more influential than morality rate of rodent and mite group. CONCLUSION: The results indicate that the effect of controlling either rodents or mites could be limited, and reducing the contact rate between humans and mites is more practical and effective strategy. However, the current level of control would be insufficient relative to the growing mite population. The Korean Academy of Medical Sciences 2018-02-27 /pmc/articles/PMC5852423/ /pubmed/29542303 http://dx.doi.org/10.3346/jkms.2018.33.e98 Text en © 2018 The Korean Academy of Medical Sciences. https://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Min, Kyung-Duk Cho, Sung-il Mathematical Modeling for Scrub Typhus and Its Implications for Disease Control |
title | Mathematical Modeling for Scrub Typhus and Its Implications for Disease Control |
title_full | Mathematical Modeling for Scrub Typhus and Its Implications for Disease Control |
title_fullStr | Mathematical Modeling for Scrub Typhus and Its Implications for Disease Control |
title_full_unstemmed | Mathematical Modeling for Scrub Typhus and Its Implications for Disease Control |
title_short | Mathematical Modeling for Scrub Typhus and Its Implications for Disease Control |
title_sort | mathematical modeling for scrub typhus and its implications for disease control |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5852423/ https://www.ncbi.nlm.nih.gov/pubmed/29542303 http://dx.doi.org/10.3346/jkms.2018.33.e98 |
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