TY - JOUR
T1 - Early warning of hand, foot, and mouth disease transmission
T2 - A modeling study in mainland, china
AU - Rui, Jia
AU - Luo, Kaiwei
AU - Chen, Qiuping
AU - Zhang, Dexing
AU - Zhao, Qinglong
AU - Zhang, Yanhong
AU - Zhai, Xiongjie
AU - Zhao, Zeyu
AU - Zhang, Siyu
AU - Liao, Yuxue
AU - Hu, Shixiong
AU - Gao, Lidong
AU - Lei, Zhao
AU - Wang, Mingzhai
AU - Wang, Yao
AU - Liu, Xingchun
AU - Yu, Shanshan
AU - Xie, Fang
AU - Li, Jia
AU - Liu, Ruoyun
AU - Chiang, Yi Chen
AU - Zhao, Benhua
AU - Su, Yanhua
AU - Zhang, Xu Sheng
AU - Chen, Tianmu
N1 - Publisher Copyright:
© 2021 Rui et al.
PY - 2021/3
Y1 - 2021/3
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85103966031&partnerID=8YFLogxK
U2 - 10.1371/journal.pntd.0009233
DO - 10.1371/journal.pntd.0009233
M3 - Journal article
C2 - 33760810
AN - SCOPUS:85103966031
SN - 1935-2727
VL - 15
JO - PLoS Neglected Tropical Diseases
JF - PLoS Neglected Tropical Diseases
IS - 3
M1 - e0009233
ER -