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A Dynamic Compartmental Model to Explore the Optimal Strategy of Varicella Vaccination: An Epidemiological Study in Jiangsu Province, China
Varicella (chickenpox) is highly contagious among children and frequently breaks out in schools. In this study, we developed a dynamic compartment model to explore the optimal schedule for varicella vaccination in Jiangsu Province, China. A susceptible-infected-recovered (SIR) model was proposed to...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861499/ https://www.ncbi.nlm.nih.gov/pubmed/36668924 http://dx.doi.org/10.3390/tropicalmed8010017 |
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author | Sun, Xiang Dai, Chenxi Wang, Kai Liu, Yuanbao Jin, Xinye Wang, Congyue Yin, Yi Ding, Zhongxing Lu, Zhenzhen Wang, Weiming Wang, Zhiguo Tang, Fenyang Wang, Kaifa Peng, Zhihang |
author_facet | Sun, Xiang Dai, Chenxi Wang, Kai Liu, Yuanbao Jin, Xinye Wang, Congyue Yin, Yi Ding, Zhongxing Lu, Zhenzhen Wang, Weiming Wang, Zhiguo Tang, Fenyang Wang, Kaifa Peng, Zhihang |
author_sort | Sun, Xiang |
collection | PubMed |
description | Varicella (chickenpox) is highly contagious among children and frequently breaks out in schools. In this study, we developed a dynamic compartment model to explore the optimal schedule for varicella vaccination in Jiangsu Province, China. A susceptible-infected-recovered (SIR) model was proposed to simulate the transmission of varicella in different age groups. The basic reproduction number was computed by the kinetic model, and the impact of three prevention factors was assessed through the global sensitivity analysis. Finally, the effect of various vaccination scenarios was qualitatively evaluated by numerical simulation. The estimated basic reproduction number was 1.831 ± 0.078, and the greatest contributor was the 5–10 year-old group (0.747 ± 0.042, 40.80%). Sensitivity analysis indicated that there was a strong negative correlation between the second dose vaccination coverage rate and basic reproduction number. In addition, we qualitatively found that the incidence would significantly decrease as the second dose vaccine coverage expands. The results suggest that two-dose varicella vaccination should be mandatory, and the optimal age of second dose vaccination is the 5–10 year-old group. Optimal vaccination time, wide vaccine coverage along with other measures, could enhance the effectiveness of prevention and control of varicella in China. |
format | Online Article Text |
id | pubmed-9861499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98614992023-01-22 A Dynamic Compartmental Model to Explore the Optimal Strategy of Varicella Vaccination: An Epidemiological Study in Jiangsu Province, China Sun, Xiang Dai, Chenxi Wang, Kai Liu, Yuanbao Jin, Xinye Wang, Congyue Yin, Yi Ding, Zhongxing Lu, Zhenzhen Wang, Weiming Wang, Zhiguo Tang, Fenyang Wang, Kaifa Peng, Zhihang Trop Med Infect Dis Article Varicella (chickenpox) is highly contagious among children and frequently breaks out in schools. In this study, we developed a dynamic compartment model to explore the optimal schedule for varicella vaccination in Jiangsu Province, China. A susceptible-infected-recovered (SIR) model was proposed to simulate the transmission of varicella in different age groups. The basic reproduction number was computed by the kinetic model, and the impact of three prevention factors was assessed through the global sensitivity analysis. Finally, the effect of various vaccination scenarios was qualitatively evaluated by numerical simulation. The estimated basic reproduction number was 1.831 ± 0.078, and the greatest contributor was the 5–10 year-old group (0.747 ± 0.042, 40.80%). Sensitivity analysis indicated that there was a strong negative correlation between the second dose vaccination coverage rate and basic reproduction number. In addition, we qualitatively found that the incidence would significantly decrease as the second dose vaccine coverage expands. The results suggest that two-dose varicella vaccination should be mandatory, and the optimal age of second dose vaccination is the 5–10 year-old group. Optimal vaccination time, wide vaccine coverage along with other measures, could enhance the effectiveness of prevention and control of varicella in China. MDPI 2022-12-27 /pmc/articles/PMC9861499/ /pubmed/36668924 http://dx.doi.org/10.3390/tropicalmed8010017 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sun, Xiang Dai, Chenxi Wang, Kai Liu, Yuanbao Jin, Xinye Wang, Congyue Yin, Yi Ding, Zhongxing Lu, Zhenzhen Wang, Weiming Wang, Zhiguo Tang, Fenyang Wang, Kaifa Peng, Zhihang A Dynamic Compartmental Model to Explore the Optimal Strategy of Varicella Vaccination: An Epidemiological Study in Jiangsu Province, China |
title | A Dynamic Compartmental Model to Explore the Optimal Strategy of Varicella Vaccination: An Epidemiological Study in Jiangsu Province, China |
title_full | A Dynamic Compartmental Model to Explore the Optimal Strategy of Varicella Vaccination: An Epidemiological Study in Jiangsu Province, China |
title_fullStr | A Dynamic Compartmental Model to Explore the Optimal Strategy of Varicella Vaccination: An Epidemiological Study in Jiangsu Province, China |
title_full_unstemmed | A Dynamic Compartmental Model to Explore the Optimal Strategy of Varicella Vaccination: An Epidemiological Study in Jiangsu Province, China |
title_short | A Dynamic Compartmental Model to Explore the Optimal Strategy of Varicella Vaccination: An Epidemiological Study in Jiangsu Province, China |
title_sort | dynamic compartmental model to explore the optimal strategy of varicella vaccination: an epidemiological study in jiangsu province, china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861499/ https://www.ncbi.nlm.nih.gov/pubmed/36668924 http://dx.doi.org/10.3390/tropicalmed8010017 |
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