Epidemiological Impact of SARS-CoV-2 Vaccination: Mathematical Modeling Analyses

被引:66
|
作者
Makhoul, Monia [1 ,2 ,3 ]
Ayoub, Houssein H. [4 ]
Chemaitelly, Hiam [1 ,2 ]
Seedat, Shaheen [1 ,2 ,3 ]
Mumtaz, Ghina R. [5 ]
Al-Omari, Sarah [5 ]
Abu-Raddad, Laith J. [1 ,2 ,3 ]
机构
[1] Cornell Univ, Qatar Fdn Educ City, Weill Cornell Med Qatar, Infect Dis Epidemiol Grp, Doha 24144, Qatar
[2] Cornell Univ, Qatar Fdn Educ City, Weill Cornell Med Qatar, World Hlth Org Collaborating Ctr Dis Epidemiol An, Doha 24144, Qatar
[3] Cornell Univ, Dept Populat Hlth Sci, Weill Cornell Med, New York, NY 10022 USA
[4] Qatar Univ, Dept Math Stat & Phys, Doha 2713, Qatar
[5] Amer Univ Beirut, Dept Epidemiol & Populat Hlth, Beirut 110236, Lebanon
基金
英国科研创新办公室;
关键词
SARS-CoV-2; COVID-19; coronavirus; epidemiology; vaccine; mathematical model; RISK BEHAVIOR-CHANGE; HIV VACCINE; EFFICACY;
D O I
10.3390/vaccines8040668
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
This study aims to inform SARS-CoV-2 vaccine development/licensure/decision-making/implementation, using mathematical modeling, by determining key preferred vaccine product characteristics and associated population-level impacts of a vaccine eliciting long-term protection. A prophylactic vaccine with efficacy against acquisition (VES) >= 70% can eliminate the infection. A vaccine with VES <70% may still control the infection if it reduces infectiousness or infection duration among those vaccinated who acquire the infection, if it is supplemented with <20% reduction in contact rate, or if it is complemented with herd-immunity. At VES of 50%, the number of vaccinated persons needed to avert one infection is 2.4, and the number is 25.5 to avert one severe disease case, 33.2 to avert one critical disease case, and 65.1 to avert one death. The probability of a major outbreak is zero at VES >= 70% regardless of the number of virus introductions. However, an increase in social contact rate among those vaccinated (behavior compensation) can undermine vaccine impact. In addition to the reduction in infection acquisition, developers should assess the natural history and disease progression outcomes when evaluating vaccine impact.
引用
收藏
页码:1 / 16
页数:16
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