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多波疾病动态建模:手足口病模型。

Modeling the Dynamic of Multiwave Diseases: The Model of Hand, Foot and Mouth Disease.

机构信息

Institut de Recherche en Cancérologie de Montpellier (INSERM U1194), Université de Montpellier, CEDEX 5, 34298 Montpellier, France.

National Institute of Hygiene and Epidemiology, Hanoi 11611, Vietnam.

出版信息

Viruses. 2024 Jul 29;16(8):1217. doi: 10.3390/v16081217.

DOI:10.3390/v16081217
PMID:39205191
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11359891/
Abstract

An HFMD outbreak spread over the city of Hải Phòng from summer 2011 to autumn 2012. This epidemic was chosen because it was the very first HFMD epidemic in North Vietnam, eliminating thus interferences with previous outbreaks. This epidemic displayed three separate waves. A complete dataset was collected for more than 9500 patients during this period, which enabled us to analyze this epidemic at different scales. Access to the healthcare system was crucial during this period, which was possible due to a reorganization of the system in February-March 2012. An analysis at the commune level enabled us to track the epidemic along certain communication routes. The three-waves structure reveals a wide disparity at the district level. We developed a mathematical model showing high accuracy at the adjustment of data for both the total number of cases and for the number of cases per week. As a consequence, the model was able to accurately determine the dates of the beginning and end of each wave and to show that they overlapped. Using mathematical functions associated with this model, it was possible to calculate the probability for a patient to belong to a specific wave.

摘要

从 2011 年夏季到 2012 年秋季,一场手足口病疫情在海防市蔓延。选择这场疫情作为研究对象是因为它是越南北部首例手足口病疫情,因此可以排除以往疫情的干扰。这场疫情呈现出三个独立的波次。在这段时间内,我们收集了超过 9500 名患者的完整数据集,从而能够在不同的尺度上分析这场疫情。在这段时间里,获得医疗保健系统的支持至关重要,这得益于 2012 年 2 月至 3 月对系统的重组。在公社层面的分析使我们能够沿着某些传播途径追踪疫情。三个波次的结构显示出区县级别的巨大差异。我们开发了一个数学模型,该模型在调整总病例数和每周病例数的数据方面具有很高的准确性。因此,该模型能够准确确定每个波次的起始和结束日期,并表明它们重叠。使用与该模型相关的数学函数,我们可以计算患者属于特定波次的概率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edef/11359891/6cf3a9988e19/viruses-16-01217-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edef/11359891/5ee9fc504154/viruses-16-01217-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edef/11359891/ca22dcb7a927/viruses-16-01217-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edef/11359891/6cf3a9988e19/viruses-16-01217-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edef/11359891/5ee9fc504154/viruses-16-01217-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edef/11359891/ca22dcb7a927/viruses-16-01217-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edef/11359891/6cf3a9988e19/viruses-16-01217-g003.jpg

相似文献

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Modeling the Dynamic of Multiwave Diseases: The Model of Hand, Foot and Mouth Disease.多波疾病动态建模:手足口病模型。
Viruses. 2024 Jul 29;16(8):1217. doi: 10.3390/v16081217.
2
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本文引用的文献

1
Changing serotypes of hand, foot and mouth disease in Shanghai, 2017-2019.2017 - 2019年上海市手足口病血清型的变化
Gut Pathog. 2022 Mar 21;14(1):12. doi: 10.1186/s13099-022-00485-1.
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Chinese guidelines for the diagnosis and treatment of hand, foot and mouth disease (2018 edition).中国手足口病诊疗指南(2018 年版)。
World J Pediatr. 2018 Oct;14(5):437-447. doi: 10.1007/s12519-018-0189-8. Epub 2018 Oct 3.
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Molecular epidemiology of human enterovirus 71 at the origin of an epidemic of fatal hand, foot and mouth disease cases in Cambodia.
柬埔寨致命手足口病病例流行起源地的肠道病毒71型分子流行病学研究
Emerg Microbes Infect. 2016 Sep 21;5(9):e104. doi: 10.1038/emi.2016.101.
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Enterovirus 71-associated hand, foot, and mouth disease, Southern Vietnam, 2011.2011 年越南南部肠病毒 71 型相关手足口病疫情。
Emerg Infect Dis. 2012 Dec;18(12):2002-5. doi: 10.3201/eid1812.120929.
5
Estimation of the basic reproduction number of enterovirus 71 and coxsackievirus A16 in hand, foot, and mouth disease outbreaks.手足口病暴发中肠道病毒 71 型和柯萨奇病毒 A16 的基本繁殖数估计。
Pediatr Infect Dis J. 2011 Aug;30(8):675-9. doi: 10.1097/INF.0b013e3182116e95.
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Enterovirus 71 outbreak in the People's Republic of China in 2008.2008年中华人民共和国肠道病毒71型疫情。
J Clin Microbiol. 2009 Jul;47(7):2351-2. doi: 10.1128/JCM.00563-09. Epub 2009 May 13.
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Epidemiologic and virologic investigation of hand, foot, and mouth disease, southern Vietnam, 2005.2005年越南南部手足口病的流行病学和病毒学调查
Emerg Infect Dis. 2007 Nov;13(11):1733-41. doi: 10.3201/eid1311.070632.
8
Human enterovirus 71 disease in Sarawak, Malaysia: a prospective clinical, virological, and molecular epidemiological study.马来西亚砂拉越的人类肠道病毒71型疾病:一项前瞻性临床、病毒学和分子流行病学研究。
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BMC Public Health. 2006 Jul 7;6:180. doi: 10.1186/1471-2458-6-180.
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