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基于模型的韩国新冠疫情解封策略及新冠病毒变异株引发感染情况的预测

Model-informed COVID-19 exit strategy with projections of SARS-CoV-2 infections generated by variants in the Republic of Korea.

作者信息

Jung Sung-Mok, Huh Kyungmin, Radnaabaatar Munkhzul, Jung Jaehun

机构信息

Kyoto University School of Public Health, Yoshidakonoe cho, Sakyo ku, Kyoto city, 6068501, Japan.

Graduate School of Medicine, Hokkaido University, Kita 15 Jo Nishi 7 Chome, Kita-ku, Sapporo-shi, Hokkaido, 060-8638, Japan.

出版信息

BMC Public Health. 2022 Nov 17;22(1):2098. doi: 10.1186/s12889-022-14576-w.

DOI:10.1186/s12889-022-14576-w
PMID:36384532
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9668700/
Abstract

BACKGROUND

With the prompt administration of coronavirus disease 2019 (COVID-19) vaccines, highly vaccinated countries have begun to lift their stringent control measures. However, considering the spread of highly transmissible new variants, resuming socio-economic activities may lead to the resurgence of incidence, particularly in nations with a low proportion of individuals who have natural immunity. Here, we aimed to quantitatively assess an optimal COVID-19 exit strategy in the Republic of Korea, where only a small number of cumulative incidences have been recorded as of September 2021, comparing epidemiological outcomes via scenario analysis.

METHODS

A discrete-time deterministic compartmental model structured by age group was used, accounting for the variant-specific transmission dynamics and the currently planned nationwide vaccination. All parameters were calibrated using comprehensive empirical data obtained from the Korea Disease Control and Prevention Agency.

RESULTS

Our projection suggests that tapering the level of social distancing countermeasures to the minimum level from November 2021 can efficiently suppress a resurgence of incidence given the currently planned nationwide vaccine roll-out. In addition, considering the spread of the Delta variant, our model suggested that gradual easing of countermeasures for more than 4 months can efficiently withstand the prevalence of severe COVID-19 cases until the end of 2022.

CONCLUSIONS

Our model-based projections provide evidence-based guidance for an exit strategy that allows society to resume normal life while sustaining the suppression of the COVID-19 epidemic in countries where the spread of COVID-19 has been well controlled.

摘要

背景

随着2019冠状病毒病(COVID-19)疫苗的迅速接种,疫苗接种率高的国家已开始解除其严格的管控措施。然而,考虑到高传播性新变种的传播,恢复社会经济活动可能导致发病率回升,特别是在自然免疫人群比例较低的国家。在此,我们旨在通过情景分析比较流行病学结果,定量评估韩国的最佳COVID-19解封策略,截至2021年9月,韩国仅记录了少量累计病例。

方法

使用按年龄组构建的离散时间确定性分区模型,考虑变种特异性传播动态和目前计划的全国疫苗接种情况。所有参数均使用从韩国疾病控制和预防机构获得的综合实证数据进行校准。

结果

我们的预测表明,鉴于目前计划的全国疫苗推广,从2021年11月起将社交距离措施水平逐步降至最低水平,可以有效抑制发病率的回升。此外,考虑到德尔塔变种的传播,我们的模型表明,超过4个月逐步放松措施可以有效抵御严重COVID-19病例的流行,直至2022年底。

结论

我们基于模型的预测为解封策略提供了循证指导,该策略使社会能够恢复正常生活,同时在COVID-19传播得到有效控制的国家持续抑制COVID-19疫情。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/0f2ff935c1ab/12889_2022_14576_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/b99cff380e54/12889_2022_14576_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/ef00e4ce4111/12889_2022_14576_Fig2_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/f67110157d5d/12889_2022_14576_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/0f2ff935c1ab/12889_2022_14576_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/b99cff380e54/12889_2022_14576_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/ef00e4ce4111/12889_2022_14576_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/b9c1bdbafe8b/12889_2022_14576_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/f67110157d5d/12889_2022_14576_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9b3/9670588/0f2ff935c1ab/12889_2022_14576_Fig5_HTML.jpg

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