Xuemei Yan, Nicholas C. Grassly , Margarita Pons-Salort
{"title":"Impact of COVID-19 on the transmission dynamics of HFMD associated enterovirus serotypes in Japan: A modelling study of surveillance data","authors":"Xuemei Yan, Nicholas C. Grassly , Margarita Pons-Salort","doi":"10.1016/j.epidem.2026.100899","DOIUrl":null,"url":null,"abstract":"<div><div>A notable decline in incidence of hand, foot, and mouth disease (HFMD) was observed globally since the beginning of the COVID-19 pandemic, indicating a change in the transmission dynamics of enteroviruses (EVs) causing HFMD. This study estimates the impact of COVID-19 non-pharmaceutical interventions (NPIs) on the transmission of EVs in Japan. Japan has a well-established sentinel surveillance system for enteroviruses and HFMD. A susceptible-infected-recovered stochastic transmission model was fitted to the time-series of weekly reported number of HFMD enterovirus A71 (EV-A71), coxsackievirus A16 (CVA16), and CVA6 cases from January 2005 to December 2024, to estimate the impact of government containment interventions during the COVID-19 pandemic. Compared to pre-pandemic levels, the transmission rate decreased by 7.86 % (95 % Credible Interval (CrI): 6.31 %, 10.3 %) for EV-A71, 12.0 % (10.3 %, 14.1 %) for CVA16, and 20.1 % (16.3 %, 24.0 %) for CVA6 on average from January 2020 to December 2022. The reduction in transmission rate during this period correlated with the COVID-19 Stringency Index, such that 49.3 %, 19.9 % and 25.5 % of the reduction for each serotype respectively was explained by the index, with the biggest reductions occurring during “State of Emergency” periods. Enterovirus serotypes with higher transmissibility (<span><math><msub><mrow><mi>R</mi></mrow><mrow><mn>0</mn></mrow></msub></math></span>) and therefore, a younger mean age at infection, were estimated to experience a bigger reduction in transmission that was more strongly associated with COVID-19 non-pharmaceutical interventions captured by the Stringency Index. This has implications for the impact of NPIs on other viral pathogens.</div></div>","PeriodicalId":49206,"journal":{"name":"Epidemics","volume":"54 ","pages":"Article 100899"},"PeriodicalIF":2.4000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Epidemics","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1755436526000150","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/20 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
引用次数: 0
Abstract
A notable decline in incidence of hand, foot, and mouth disease (HFMD) was observed globally since the beginning of the COVID-19 pandemic, indicating a change in the transmission dynamics of enteroviruses (EVs) causing HFMD. This study estimates the impact of COVID-19 non-pharmaceutical interventions (NPIs) on the transmission of EVs in Japan. Japan has a well-established sentinel surveillance system for enteroviruses and HFMD. A susceptible-infected-recovered stochastic transmission model was fitted to the time-series of weekly reported number of HFMD enterovirus A71 (EV-A71), coxsackievirus A16 (CVA16), and CVA6 cases from January 2005 to December 2024, to estimate the impact of government containment interventions during the COVID-19 pandemic. Compared to pre-pandemic levels, the transmission rate decreased by 7.86 % (95 % Credible Interval (CrI): 6.31 %, 10.3 %) for EV-A71, 12.0 % (10.3 %, 14.1 %) for CVA16, and 20.1 % (16.3 %, 24.0 %) for CVA6 on average from January 2020 to December 2022. The reduction in transmission rate during this period correlated with the COVID-19 Stringency Index, such that 49.3 %, 19.9 % and 25.5 % of the reduction for each serotype respectively was explained by the index, with the biggest reductions occurring during “State of Emergency” periods. Enterovirus serotypes with higher transmissibility () and therefore, a younger mean age at infection, were estimated to experience a bigger reduction in transmission that was more strongly associated with COVID-19 non-pharmaceutical interventions captured by the Stringency Index. This has implications for the impact of NPIs on other viral pathogens.
期刊介绍:
Epidemics publishes papers on infectious disease dynamics in the broadest sense. Its scope covers both within-host dynamics of infectious agents and dynamics at the population level, particularly the interaction between the two. Areas of emphasis include: spread, transmission, persistence, implications and population dynamics of infectious diseases; population and public health as well as policy aspects of control and prevention; dynamics at the individual level; interaction with the environment, ecology and evolution of infectious diseases, as well as population genetics of infectious agents.