The non-pharmaceutical interventions may affect the advantage in transmission of mutated variants during epidemics: A conceptual model for COVID-19

被引:7
作者
Zhao, Shi [1 ,2 ]
Wang, Kai [3 ]
Chong, Marc K. C. [1 ,2 ]
Musa, Salihu S. [4 ,5 ]
He, Mu [6 ]
Han, Lefei [7 ]
He, Daihai [4 ]
Wang, Maggie H. [1 ,2 ]
机构
[1] Chinese Univ Hong Kong, JC Sch Publ Hlth & Primary Care, Hong Kong, Peoples R China
[2] CUHK Shenzhen Res Inst, Shenzhen, Peoples R China
[3] Xinjiang Med Univ, Dept Med Engn & Technol, Urumqi, Peoples R China
[4] Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Peoples R China
[5] Kano Univ Sci & Technol, Dept Math, Wudil, Nigeria
[6] Xian Jiaotong Liverpool Univ, Dept Fdn Math, Suzhou, Peoples R China
[7] Shanghai Jiao Tong Univ, Sch Med, Chinese Ctr Trop Dis Res, Sch Global Hlth, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
COVID-19; Transmission advantage; Non-pharmaceutical intervention; Reproduction number; Mathematical modelling; OUTBREAK; DYNAMICS; FITNESS;
D O I
10.1016/j.jtbi.2022.111105
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
As the COVID-19 pandemic continues, genetic mutations in SARS-CoV-2 emerge, and some of them are found more contagious than the previously identified strains, acting as the major mechanism for many large-scale epidemics. The transmission advantage of mutated variants is widely believed as an innate biological feature that is difficult to be altered by artificial factors. In this study, we explore how nonpharmaceutical interventions (NPI) may affect transmission advantage. A two-strain compartmental epidemic model is proposed and simulated to investigate the biological mechanism of the relationships among different NPIs, the changes in transmissibility of each strain and transmission advantage. Although the NPIs are effective in flattening the epidemic curve, we demonstrate that NPIs probably lead to a decline in transmission advantage, which is likely to occur if the NPIs become intensive. Our findings uncover the mechanistic relationship between NPIs and transmission advantage dynamically, and highlight the important role of NPIs not only in controlling the intensity of epidemics but also in slowing or even containing the growth of the proportion of variants.
引用
收藏
页数:11
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