ArticlePLoS medicine2016
Hand, Foot, and Mouth Disease in China: Modeling Epidemic Dynamics of Enterovirus Serotypes and Implications for Vaccination.
Article in PLoS medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 2 of them syntheses that pooled it.
What it found
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
93 citing papers in PubMed, 2 syntheses or guidelines pooled it, 147 citations in OpenAlex.
- Models to predict the public health impact of vaccine resistance: A systematic review.Vaccine · 2019Pooled it
- A systematic review of evidence that enteroviruses may be zoonotic.Emerging microbes & infections · 2018Pooled it
- [Application of esmolol in severe hand, foot, and mouth disease].Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2017Trial
- Estimating the nationwide incidence of coxsackievirus A6-associated hand, foot and mouth disease in China, 2008-2022.Infectious diseases of poverty · 2026Article
- Climate change and infectious diseases.Nature medicine · 2026Review
- Cost-Effectiveness Analysis of a Bivalent Vaccine for Hand, Foot, and Mouth Disease: A Simulation-Based Study in Beijing, China.Vaccines · 2026Article
- Article
- The Etiological Characteristics of Hand, Foot, and Mouth Disease in Yuyao, China, 2010-2023.Iranian journal of public health · 2025Article
- Antiviral candidates for enterovirus 71: targeting viral proteome and stage-specific lifecycle interventions.Virology journal · 2025Review
- Molecular characterization of Coxsackievirus A2 isolated from hand, foot and mouth disease in eastern China.Microbial genomics · 2025Article
- Health economic evaluation of EV71 vaccination in children under the school-age population in Guangdong Province, China.Frontiers in public health · 2025Article
- Bias in the estimated reporting fraction due to vaccination in the time-series SIR model.PloS one · 2025Article
- Deep neural networks for endemic measles dynamics: Comparative analysis and integration with mechanistic models.PLoS computational biology · 2024Article
- Broadly therapeutic antibody provides cross-serotype protection against enteroviruses via Fc effector functions and by mimicking SCARB2.Nature microbiology · 2024Article
- Effect of EV71 Vaccination on Transmission Dynamics of Hand, Foot, and Mouth Disease and Its Epidemic Prevention Threshold.Vaccines · 2024Article
- Changing Epidemiology of Hand, Foot, and Mouth Disease Causative Agents and Contributing Factors.The American journal of tropical medicine and hygiene · 2024Review
- Increasing intensity of enterovirus outbreaks projected with climate change.Nature communications · 2024Article
- Assessing the modification impact of vaccination on the relationship of the Discomfort Index with hand, foot, and mouth disease in Guizhou: A multicounty study.PLoS neglected tropical diseases · 2024Article
- Enterovirus virus-like-particle and inactivated poliovirus vaccines do not elicit substantive cross-reactive antibody responses.PLoS pathogens · 2024Article
- How multiple air pollutants affect hand, foot, and mouth disease incidence in children: assessing effect modification by geographical context in multicity of Sichuan, southwest China.BMC public health · 2024Article
33 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
17 authors at 7 institutions in 5 countries.
Funding
Abstract
backgroundHand, foot, and mouth disease (HFMD) is a common childhood illness caused by serotypes of the Enterovirus A species in the genus Enterovirus of the Picornaviridae family. The disease has had a substantial burden throughout East and Southeast Asia over the past 15 y. China reported 9 million cases of HFMD between 2008 and 2013, with the two serotypes Enterovirus A71 (EV-A71) and Coxsackievirus A16 (CV-A16) being responsible for the majority of these cases. Three recent phase 3 clinical trials showed that inactivated monovalent EV-A71 vaccines manufactured in China were highly efficacious against HFMD associated with EV-A71, but offered no protection against HFMD caused by CV-A16. To better inform vaccination policy, we used mathematical models to evaluate the effect of prospective vaccination against EV-A71-associated HFMD and the potential risk of serotype replacement by CV-A16. We also extended the model to address the co-circulation, and implications for vaccination, of additional non-EV-A71, non-CV-A16 serotypes of enterovirus. METHODS AND
findingsWeekly reports of HFMD incidence from 31 provinces in Mainland China from 1 January 2009 to 31 December 2013 were used to fit multi-serotype time series susceptible-infected-recovered (TSIR) epidemic models. We obtained good model fit for the two-serotype TSIR with cross-protection, capturing the seasonality and geographic heterogeneity of province-level transmission, with strong correlation between the observed and simulated epidemic series. The national estimate of the basic reproduction number, R0, weighted by provincial population size, was 26.63 for EV-A71 (interquartile range [IQR]: 23.14, 30.40) and 27.13 for CV-A16 (IQR: 23.15, 31.34), with considerable variation between provinces (however, predictions about the overall impact of vaccination were robust to this variation). EV-A71 incidence was projected to decrease monotonically with higher coverage rates of EV-A71 vaccination. Across provinces, CV-A16 incidence in the post-EV-A71-vaccination period remained either comparable to or only slightly increased from levels prior to vaccination. The duration and strength of cross-protection following infection with EV-A71 or CV-A16 was estimated to be 9.95 wk (95% confidence interval [CI]: 3.31, 23.40) in 68% of the population (95% CI: 37%, 96%). Our predictions are limited by the necessarily short and under-sampled time series and the possible circulation of unidentified serotypes, but, nonetheless, sensitivity analyses indicate that our results are robust in predicting that the vaccine should drastically reduce incidence of EV-A71 without a substantial competitive release of CV-A16.
conclusionsThe ability of our models to capture the observed epidemic cycles suggests that herd immunity is driving the epidemic dynamics caused by the multiple serotypes of enterovirus. Our results predict that the EV-A71 and CV-A16 serotypes provide a temporary immunizing effect against each other. Achieving high coverage rates of EV-A71 vaccination would be necessary to eliminate the ongoing transmission of EV-A71, but serotype replacement by CV-A16 following EV-A71 vaccination is likely to be transient and minor compared to the corresponding reduction in the burden of EV-A71-associated HFMD. Therefore, a mass EV-A71 vaccination program of infants and young children should provide significant benefits in terms of a reduction in overall HFMD burden.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.