Evidence map›Paper›PMID 39193849›Full record

ArticleThe Journal of infectious diseases2025

Dynamic Landscape of Mpox Importation Risks Driven by Heavy-Tailed Sexual Contact Networks Among Men Who Have Sex With Men in 2022.

Sung-Mok Jung, Fuminari Miura, Hiroaki Murayama, Sebastian Funk, Jacco Wallinga, Justin Lessler, Akira Endo

Abstract read
In one paragraph

Article in The Journal of infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Modelling international spread of clade IIb mpox on the Asian continent.Bulletin of the World Health Organization · 2025
    Article
  4. Article
  5. Article
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

7 authors.

Sung-Mok JungCarolina Population Center, University of North Carolina at Chapel Hill, North Carolina, USA.ORCID 0000-0002-0787-4515
Fuminari MiuraCentre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands.ORCID 0000-0001-8235-757X
Hiroaki MurayamaSchool of Medicine, International University of Health and Welfare, Narita, Japan.ORCID 0000-0002-7219-5981
Sebastian FunkDepartment of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID 0000-0002-2842-3406
Jacco WallingaCentre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands.ORCID 0000-0003-1725-5627
Justin LesslerCarolina Population Center, University of North Carolina at Chapel Hill, North Carolina, USA.ORCID 0000-0002-9741-8109
Akira EndoDepartment of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID 0000-0001-6377-7296

Funding

CDC HHSESCAPE 101095619European Union's Horizon 2023 research and innovation programFusion of Science and Technology and Japan Science and Technology AgencyJapan Agency for Medical Research and Development JP223fa627004Japan Society for the Promotion of Science 20J00793Joint Usage/Research Center Leading Academia in Marine and Environment Pollution ResearchJSPS Overseas Research Fellowships 22K17329Ministry of Education, Culture, Sports, Science and TechnologyNational University of Singapore A-0009841Precursory Research for Embryonic Science and Technology JPMJPR22R3SHEPheRD) program 200-2016-91781Wellcome TrustWellcome Trust 210758
6 · The paper itself

Abstract

backgroundDuring the 2022 global mpox outbreak, the cumulative number of countries reporting their first imported case quickly rose in the early phase, but the importation rate subsequently slowed down, leaving many countries reporting no cases by the 2022 year-end.

methodsWe developed a mathematical model of international dissemination of mpox infections incorporating sexual networks and global mobility data. We used this model to characterize the mpox importation patterns observed in 2022 and to discuss the potential of further international spread.

resultsOur proposed model better explained the observed importation patterns than models not assuming heterogeneity in sexual contacts. Estimated importation hazards decreased in most countries, surpassing the global case count decline, suggesting a reduced per-case risk of importation. We assessed each country's potential to export mpox cases until the end of an epidemic, identifying countries capable of contributing to the future international spread.

conclusionsThe accumulation of immunity among high-risk individuals over highly heterogeneous sexual networks may have contributed to the slowdown in the rate of mpox importations. Nevertheless, the existence of countries with the potential to contribute to the global spread of mpox highlights the importance of equitable resource access to prevent the global resurgence of mpox.

Indexed as

Disease OutbreaksHomosexuality, MaleGlobal HealthHumansMaleModels, TheoreticalMpox, MonkeypoxSexual Behaviordepletion of susceptibleglobal spreadimportation riskmpoxsexual contact networks

Identifiers

PMID39193849
PMCPMC11793044

What OpenQuestion holds

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Registered trials

None linked

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.