ArticleThe Lancet regional health. Western Pacific2021
Assessing the impact of COVID-19 border restrictions on dengue transmission in Yunnan Province, China: an observational epidemiological and phylogenetic analysis.
Article in The Lancet regional health. Western Pacific, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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21 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effects of COVID-19 Non-Pharmacological Interventions on Dengue Infection: A Systematic Review and Meta-Analysis.Frontiers in cellular and infection microbiology · 2022Pooled it
- Genetic diversity and evolutionary analysis of HIV-1 among migration populations: a five-year cross-sectional molecular epidemiology study.Virus genes · 2026Article
- Influence of Both La Nina and Island Isolation During COVID-19 on the Epidemiology of Infectious Diseases in New Caledonia.Epidemiologia (Basel, Switzerland) · 2026Article
- The Indian Ocean Dipole drives imported-dominated dengue outbreaks in China: Mechanisms and predictions.PNAS nexus · 2025Article
- Seroprevalence of dengue in the general population of a Chinese southwestern border city: a community-based cross-sectional study.BMC infectious diseases · 2025Article
- Impact of human mobility and weather conditions on Dengue mosquito abundance during the COVID-19 pandemic in Hong Kong.Infectious Disease Modelling · 2025Article
- Hospitalization risk and burden for cause-specific cardiovascular diseases following tropical cyclones: A multicountry study.Science advances · 2025Article
- Temporal shifts in dengue epidemic in Guangdong Province before and during the COVID-19 pandemic: a Bayesian model study from 2012 to 2022.PLoS neglected tropical diseases · 2025Article
- Article
- Role of vector phenotypic plasticity in disease transmission as illustrated by the spread of dengue virus by Aedes albopictus.Nature communications · 2024Article
- Forecasting and mapping dengue fever epidemics in China: a spatiotemporal analysis.Infectious diseases of poverty · 2024Article
- Human movement and environmental barriers shape the emergence of dengue.Nature communications · 2024Article
- Modeling the Regional Distribution of International Travelers in Spain to Estimate Imported Cases of Dengue and Malaria: Statistical Inference and Validation Study.JMIR public health and surveillance · 2024Article
- Epidemiological Characterization of Dengue Fever - Yunnan Province, China, 2010-2021.China CDC weekly · 2024Article
- Convergent trends and spatiotemporal patterns of Aedes-borne arboviruses in Mexico and Central America.PLoS neglected tropical diseases · 2023Article
- Immediate and long-term changes in infectious diseases in China at the "First-level-response", "Normalized-control" and "Dynamic-COVID-zero" stages from 2020 to 2022: a multistage interrupted-time-series-analysis.BMC public health · 2023Article
- The patterns and driving forces of dengue invasions in China.Infectious diseases of poverty · 2023Article
- Retrospective investigation of the origin and epidemiology of the dengue outbreak in Yunnan, China from 2017 to 2018.Frontiers in veterinary science · 2023Article
- Temporal Variations and Spatial Clusters of Dengue in Thailand: Longitudinal Study before and during the Coronavirus Disease (COVID-19) Pandemic.Tropical medicine and infectious disease · 2022Article
- A molecular surveillance-guided vector control response to concurrent dengue and West Nile virus outbreaks in a COVID-19 hotspot of Florida.Lancet regional health. Americas · 2022Article
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Abstract
backgroundIn response to the COVID-19 pandemic, China implemented strict restrictions on cross-border travel to prevent disease importation. Yunnan, a Chinese province that borders dengue-endemic countries in Southeast Asia, experienced unprecedented reduction in dengue, from 6840 recorded cases in 2019 to 260 in 2020.
methodsUsing a combination of epidemiological and virus genomic data, collected from 2013 to 2020 in Yunnan and neighbouring countries, we conduct a series of analyses to characterise the role of virus importation in driving dengue dynamics in Yunnan and assess the association between recent international travel restrictions and the decline in dengue reported in Yunnan in 2020.
findingsWe find strong evidence that dengue incidence between 2013-2019 in Yunnan was closely linked with international importation of cases. A 0-2 month lag in incidence not explained by seasonal differences, absence of local transmission in the winter, effective reproductive numbers < 1 (as estimated independently using genetic data) and diverse cosmopolitan dengue virus phylogenies all suggest dengue is non-endemic in Yunnan. Using a multivariate statistical model we show that the substantial decline in dengue incidence observed in Yunnan in 2020 but not in neighbouring countries is closely associated with the timing of international travel restrictions, even after accounting for other environmental drivers of dengue incidence.
interpretationWe conclude that Yunnan is a regional sink for DENV lineage movement and that border restrictions may have substantially reduced dengue burden in 2020, potentially averting thousands of cases. Targeted testing and surveillance of travelers returning from high-risk areas could help to inform public health strategies to minimise or even eliminate dengue outbreaks in non-endemic settings like southern China.
fundingFunding for this study was provided by National Key Research and Development Program of China, Beijing Science and Technology Planning Project (Z201100005420010); Beijing Natural Science Foundation (JQ18025); Beijing Advanced Innovation Program for Land Surface Science; National Natural Science Foundation of China (82073616); Young Elite Scientist Sponsorship Program by CAST (YESS) (2018QNRC001); H.T., O.P.G. and M.U.G.K. acknowledge support from the Oxford Martin School. O.J.B was supported by a Wellcome Trust Sir Henry Wellcome Fellowship (206471/Z/17/Z). Chinese translation of the abstract (Appendix 2).
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