title: Seasonal modeling of hand, foot, and mouth disease as a function of meteorological variations in Chongqing, China.
abstract: Hand, foot, and mouth disease (HFMD) is an enterovirus-induced infectious disease, mainly affecting children under 5 years old. Outbreaks of HFMD in recent years indicate the disease interacts with both the weather and season. This study aimed to investigate the seasonal association between HFMD and weather variation in Chongqing, China. Generalized additive models and distributed lag non-linear models based on a maximum lag of 14 days, with negative binomial distribution assumed to account for overdispersion, were constructed to model the association between reporting HFMD cases from 2009 to 2014 and daily mean temperature, relative humidity, total rainfall and sun duration, adjusting for trend, season, and day of the week. The year-round temperature and relative humidity, rainfall in summer, and sun duration in winter were all significantly associated with HFMD. An inverted-U relationship was found between mean temperature and HFMD above 19 °C in summer, with a maximum morbidity at 27 °C, while the risk increased linearly with the temperature in winter. A hockey-stick association was found for relative humidity in summer with increasing risks over 60%. Heavy rainfall, relative to no rain, was found to be associated with reduced HFMD risk in summer and 2 h of sunshine could decrease the risk by 21% in winter. The present study showed meteorological variables were differentially associated with HFMD incidence in two seasons. Short-term weather variation surveillance and forecasting could be employed as an early indicator for potential HFMD outbreaks.
authors.affiliation: School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China.
authors.forename: Pin
authors.initials: P
authors.lastname: Wang
authors.affiliation: Chongqing Center for Disease Control and Prevention, Chongqing, China.
authors.forename: Han
authors.initials: H
authors.lastname: Zhao
authors.affiliation: Chongqing Jiangbei District Center for Disease Control and Prevention, Chongqing, China.
authors.forename: Fangxin
authors.initials: F
authors.lastname: You
authors.affiliation: Chongqing Jiangbei District Center for Disease Control and Prevention, Chongqing, China.
authors.forename: Hailong
authors.initials: H
authors.lastname: Zhou
authors.affiliation: School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China. wgoggins@cuhk.edu.hk.
authors.forename: William B
authors.initials: WB
authors.lastname: Goggins
mesh_terms: D000293:Adolescent; D002648:Child; D002675:Child, Preschool; D002681:China / Q000453:epidemiology; D006232:Hand, Foot and Mouth Disease / Q000453:epidemiology*; D006801:Humans; D008962:Models, Theoretical; D012044:Regression Analysis; D012621:Seasons; D014887:Weather
keywords: Foot and mouth disease; Hand; Infectious disease; Meteorology; Modeling; Weather