Evidence map›Paper›PMID 42488599›Full record

ArticleNational science review2026

Global source-sink dynamics of dengue viruses and epidemic establishment in areas on the fringe of endemic transmission.

Zhiyuan Chen, Marta Giovanetti, Zachary J Madewell, Andi Sun, Wenzhi Li, Chunmin Li, Haoyin Yu, Jimin Sun, Liyun Jiang, Pengzhe Qin and 3 more

Abstract read
In one paragraph

Article in National science review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Zhiyuan ChenSchool of Public Health, Key Laboratory of Public Health Safety, Ministry of Education, Fudan University, Shanghai 200032, China.ORCID https://orcid.org/0000-0001-6753-5606
Marta GiovanettiDepartment of Science and Bio-Technology, Università Campus Bio-Medico di Roma, Rome 00128, Italy.ORCID https://orcid.org/0000-0002-5849-7326
Zachary J MadewellDivision of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan 00920, Puerto Rico.
Andi SunSchool of Public Health, Key Laboratory of Public Health Safety, Ministry of Education, Fudan University, Shanghai 200032, China.
Wenzhi LiSchool of Public Health, Key Laboratory of Public Health Safety, Ministry of Education, Fudan University, Shanghai 200032, China.
Chunmin LiYunnan Institute of Parasitic Diseases, Yunnan Provincial Key Laboratory of Vector-borne Disease Control and Research, Yunnan International Joint Laboratory of Tropical Infectious Diseases, Kunming 650500, China.
Haoyin YuYunnan Institute of Parasitic Diseases, Yunnan Provincial Key Laboratory of Vector-borne Disease Control and Research, Yunnan International Joint Laboratory of Tropical Infectious Diseases, Kunming 650500, China.
Jimin SunZhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China.
Liyun JiangGuangzhou Center for Disease Control and Prevention (Guangzhou Health Supervision institute), Guangzhou 510440, China.
Pengzhe QinGuangzhou Center for Disease Control and Prevention (Guangzhou Health Supervision institute), Guangzhou 510440, China.
Xinwei WuGuangzhou Center for Disease Control and Prevention (Guangzhou Health Supervision institute), Guangzhou 510440, China.
Marco AjelliLaboratory for Computational Epidemiology and Public Health, Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington, IN 47405, USA.
Hongjie YuSchool of Public Health, Key Laboratory of Public Health Safety, Ministry of Education, Fudan University, Shanghai 200032, China.ORCID https://orcid.org/0000-0002-6335-5648

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The global expansion of dengue virus (DENV) poses a major public health threat, yet its circulation dynamics remain poorly understood. By integrating global genetic, epidemiological, and mobility data within a phylodynamic framework, we show that DENV circulation follows a source-sink model, with tropical endemic regions acting as persistent viral reservoirs ('sources') that seed epidemics in temperate areas ('sinks'). Most areas at the fringe of endemic transmission exhibit sink-like characteristics with exception of South China. We identify a low-intensity dispersal route from South China to endemic Asia compared with the high-intensity source-to-sink direction, along with occasional DENV1 overwintering events in South China. Together, these findings suggest that South China occupies an intermediate state between endemic and non-endemic areas. These global DENV pathways were primarily driven by air travel and were reshaped by COVID-19 pandemic-related perturbations. Our findings highlight that dengue circulates within a fully interconnected global system that requires a shift from localized control to globally coordinated intervention efforts, as well as emphasize the importance of year-round genomic surveillance at the human-vector interface in fringe areas.

Indexed as

dengue virusdispersal dynamicendemic areafringe areasource-sink model

Identifiers

PMID42488599
PMCPMC13389948

What OpenQuestion holds

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Registered trials

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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.