Early warning of hand, foot, and mouth disease transmission: A modeling study in mainland, China.

Background Hand, foot, and mouth disease (HFMD) is a global infectious disease; particularly, it has a high disease burden in China. This study was aimed to explore the temporal and spatial distribution of the disease by analyzing its epidemiological characteristics, and to calculate the early warni...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Jia Rui, Kaiwei Luo, Qiuping Chen, Dexing Zhang, Qinglong Zhao, Yanhong Zhang, Xiongjie Zhai, Zeyu Zhao, Siyu Zhang, Yuxue Liao, Shixiong Hu, Lidong Gao, Zhao Lei, Mingzhai Wang, Yao Wang, Xingchun Liu, Shanshan Yu, Fang Xie, Jia Li, Ruoyun Liu, Yi-Chen Chiang, Benhua Zhao, Yanhua Su, Xu-Sheng Zhang, Tianmu Chen
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2021
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0009233
https://doaj.org/article/222d66526bbd4599be2b39c865a8d7fe
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spelling ftdoajarticles:oai:doaj.org/article:222d66526bbd4599be2b39c865a8d7fe 2023-05-15T15:15:05+02:00 Early warning of hand, foot, and mouth disease transmission: A modeling study in mainland, China. Jia Rui Kaiwei Luo Qiuping Chen Dexing Zhang Qinglong Zhao Yanhong Zhang Xiongjie Zhai Zeyu Zhao Siyu Zhang Yuxue Liao Shixiong Hu Lidong Gao Zhao Lei Mingzhai Wang Yao Wang Xingchun Liu Shanshan Yu Fang Xie Jia Li Ruoyun Liu Yi-Chen Chiang Benhua Zhao Yanhua Su Xu-Sheng Zhang Tianmu Chen 2021-03-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0009233 https://doaj.org/article/222d66526bbd4599be2b39c865a8d7fe EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0009233 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0009233 https://doaj.org/article/222d66526bbd4599be2b39c865a8d7fe PLoS Neglected Tropical Diseases, Vol 15, Iss 3, p e0009233 (2021) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2021 ftdoajarticles https://doi.org/10.1371/journal.pntd.0009233 2022-12-31T11:40:37Z Background Hand, foot, and mouth disease (HFMD) is a global infectious disease; particularly, it has a high disease burden in China. This study was aimed to explore the temporal and spatial distribution of the disease by analyzing its epidemiological characteristics, and to calculate the early warning signals of HFMD by using a logistic differential equation (LDE) model. Methods This study included datasets of HFMD cases reported in seven regions in Mainland China. The early warning time (week) was calculated using the LDE model with the key parameters estimated by fitting with the data. Two key time points, "epidemic acceleration week (EAW)" and "recommended warning week (RWW)", were calculated to show the early warning time. Results The mean annual incidence of HFMD cases per 100,000 per year was 218, 360, 223, 124, and 359 in Hunan Province, Shenzhen City, Xiamen City, Chuxiong Prefecture, Yunxiao County across the southern regions, respectively and 60 and 34 in Jilin Province and Longde County across the northern regions, respectively. The LDE model fitted well with the reported data (R2 > 0.65, P < 0.001). Distinct temporal patterns were found across geographical regions: two early warning signals emerged in spring and autumn every year across southern regions while one early warning signals in summer every year across northern regions. Conclusions The disease burden of HFMD in China is still high, with more cases occurring in the southern regions. The early warning of HFMD across the seven regions is heterogeneous. In the northern regions, it has a high incidence during summer and peaks in June every year; in the southern regions, it has two waves every year with the first wave during spring spreading faster than the second wave during autumn. Our findings can help predict and prepare for active periods of HFMD. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 15 3 e0009233
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Jia Rui
Kaiwei Luo
Qiuping Chen
Dexing Zhang
Qinglong Zhao
Yanhong Zhang
Xiongjie Zhai
Zeyu Zhao
Siyu Zhang
Yuxue Liao
Shixiong Hu
Lidong Gao
Zhao Lei
Mingzhai Wang
Yao Wang
Xingchun Liu
Shanshan Yu
Fang Xie
Jia Li
Ruoyun Liu
Yi-Chen Chiang
Benhua Zhao
Yanhua Su
Xu-Sheng Zhang
Tianmu Chen
Early warning of hand, foot, and mouth disease transmission: A modeling study in mainland, China.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Background Hand, foot, and mouth disease (HFMD) is a global infectious disease; particularly, it has a high disease burden in China. This study was aimed to explore the temporal and spatial distribution of the disease by analyzing its epidemiological characteristics, and to calculate the early warning signals of HFMD by using a logistic differential equation (LDE) model. Methods This study included datasets of HFMD cases reported in seven regions in Mainland China. The early warning time (week) was calculated using the LDE model with the key parameters estimated by fitting with the data. Two key time points, "epidemic acceleration week (EAW)" and "recommended warning week (RWW)", were calculated to show the early warning time. Results The mean annual incidence of HFMD cases per 100,000 per year was 218, 360, 223, 124, and 359 in Hunan Province, Shenzhen City, Xiamen City, Chuxiong Prefecture, Yunxiao County across the southern regions, respectively and 60 and 34 in Jilin Province and Longde County across the northern regions, respectively. The LDE model fitted well with the reported data (R2 > 0.65, P < 0.001). Distinct temporal patterns were found across geographical regions: two early warning signals emerged in spring and autumn every year across southern regions while one early warning signals in summer every year across northern regions. Conclusions The disease burden of HFMD in China is still high, with more cases occurring in the southern regions. The early warning of HFMD across the seven regions is heterogeneous. In the northern regions, it has a high incidence during summer and peaks in June every year; in the southern regions, it has two waves every year with the first wave during spring spreading faster than the second wave during autumn. Our findings can help predict and prepare for active periods of HFMD.
format Article in Journal/Newspaper
author Jia Rui
Kaiwei Luo
Qiuping Chen
Dexing Zhang
Qinglong Zhao
Yanhong Zhang
Xiongjie Zhai
Zeyu Zhao
Siyu Zhang
Yuxue Liao
Shixiong Hu
Lidong Gao
Zhao Lei
Mingzhai Wang
Yao Wang
Xingchun Liu
Shanshan Yu
Fang Xie
Jia Li
Ruoyun Liu
Yi-Chen Chiang
Benhua Zhao
Yanhua Su
Xu-Sheng Zhang
Tianmu Chen
author_facet Jia Rui
Kaiwei Luo
Qiuping Chen
Dexing Zhang
Qinglong Zhao
Yanhong Zhang
Xiongjie Zhai
Zeyu Zhao
Siyu Zhang
Yuxue Liao
Shixiong Hu
Lidong Gao
Zhao Lei
Mingzhai Wang
Yao Wang
Xingchun Liu
Shanshan Yu
Fang Xie
Jia Li
Ruoyun Liu
Yi-Chen Chiang
Benhua Zhao
Yanhua Su
Xu-Sheng Zhang
Tianmu Chen
author_sort Jia Rui
title Early warning of hand, foot, and mouth disease transmission: A modeling study in mainland, China.
title_short Early warning of hand, foot, and mouth disease transmission: A modeling study in mainland, China.
title_full Early warning of hand, foot, and mouth disease transmission: A modeling study in mainland, China.
title_fullStr Early warning of hand, foot, and mouth disease transmission: A modeling study in mainland, China.
title_full_unstemmed Early warning of hand, foot, and mouth disease transmission: A modeling study in mainland, China.
title_sort early warning of hand, foot, and mouth disease transmission: a modeling study in mainland, china.
publisher Public Library of Science (PLoS)
publishDate 2021
url https://doi.org/10.1371/journal.pntd.0009233
https://doaj.org/article/222d66526bbd4599be2b39c865a8d7fe
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 15, Iss 3, p e0009233 (2021)
op_relation https://doi.org/10.1371/journal.pntd.0009233
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0009233
https://doaj.org/article/222d66526bbd4599be2b39c865a8d7fe
op_doi https://doi.org/10.1371/journal.pntd.0009233
container_title PLOS Neglected Tropical Diseases
container_volume 15
container_issue 3
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