Jung Sung-Mok, Miura Fuminari, Murayama Hiroaki, Funk Sebastian, Wallinga Jacco, Lessler Justin, Endo Akira
Carolina Population Center, University of North Carolina at Chapel Hill, North Carolina, USA.
Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands.
J Infect Dis. 2025 Feb 4;231(1):e234-e243. doi: 10.1093/infdis/jiae433.
During 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.
We 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.
Our 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.
The 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.
在2022年全球猴痘疫情期间,报告首例输入病例的国家累计数量在早期迅速上升,但随后输入率放缓,到2022年底,许多国家报告无病例。
我们建立了一个纳入性网络和全球流动数据的猴痘感染国际传播数学模型。我们使用该模型来描述2022年观察到的猴痘输入模式,并讨论进一步国际传播的可能性。
与未假设性接触存在异质性的模型相比,我们提出的模型能更好地解释观察到的输入模式。大多数国家的估计输入风险降低,超过了全球病例数的下降,表明每例输入风险降低。我们评估了每个国家在疫情结束前输出猴痘病例的可能性,确定了有能力推动未来国际传播的国家。
高危个体在高度异质性性网络中的免疫积累可能导致了猴痘输入率的放缓。然而,存在有能力推动猴痘全球传播的国家凸显了公平获取资源以防止猴痘全球再次流行的重要性。