Impact of waning immunity against SARS-CoV-2 severity exacerbated by vaccine hesitancy

被引:1
|
作者
Saad-Roy, Chadi M. [1 ,2 ]
Morris, Sinead E. [3 ]
Boots, Mike [2 ,4 ]
Baker, Rachel E. [5 ]
Lewis, Bryan L. [6 ]
Farrar, Jeremy [7 ]
Marathe, Madhav V. [6 ,8 ]
Graham, Andrea L. [9 ]
Levin, Simon A. [9 ]
Wagner, Caroline E. [10 ]
Metcalf, C. Jessica E. [9 ,11 ]
Grenfell, Bryan T. [9 ,11 ]
机构
[1] Univ Calif Berkeley, Miller Inst Bas Res Sci, Berkeley, CA USA
[2] Univ Calif Berkeley, Dept Integrat Biol, Berkeley, CA USA
[3] Columbia Univ, Med Ctr, Dept Pathol & Cell Biol, New York, NY USA
[4] Univ Exeter, Dept Biosci, Penryn, England
[5] Brown Univ, Brown Sch Publ Hlth, Dept Epidemiol, Providence, RI USA
[6] Univ Virginia, Biocomplex Inst, Network Syst Sci & Adv Comp Div, Charlottesville, VA USA
[7] Wellcome Trust Res Labs, London, England
[8] Univ Virginia, Dept Comp Sci, Charlottesville, VA USA
[9] Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ USA
[10] McGill Univ, Dept Bioengn, Montreal, PQ, Canada
[11] Princeton Univ, Sch Publ & Int Affairs, Princeton, NJ USA
基金
美国国家科学基金会;
关键词
DYNAMICS; EPIDEMIOLOGY; CHALLENGES;
D O I
10.1371/journal.pcbi.1012211
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The SARS-CoV-2 pandemic has generated a considerable number of infections and associated morbidity and mortality across the world. Recovery from these infections, combined with the onset of large-scale vaccination, have led to rapidly-changing population-level immunological landscapes. In turn, these complexities have highlighted a number of important unknowns related to the breadth and strength of immunity following recovery or vaccination. Using simple mathematical models, we investigate the medium-term impacts of waning immunity against severe disease on immuno-epidemiological dynamics. We find that uncertainties in the duration of severity-blocking immunity (imparted by either infection or vaccination) can lead to a large range of medium-term population-level outcomes (i.e. infection characteristics and immune landscapes). Furthermore, we show that epidemiological dynamics are sensitive to the strength and duration of underlying host immune responses; this implies that determining infection levels from hospitalizations requires accurate estimates of these immune parameters. More durable vaccines both reduce these uncertainties and alleviate the burden of SARS-CoV-2 in pessimistic outcomes. However, heterogeneity in vaccine uptake drastically changes immune landscapes toward larger fractions of individuals with waned severity-blocking immunity. In particular, if hesitancy is substantial, more robust vaccines have almost no effects on population-level immuno-epidemiology, even if vaccination rates are compensatorily high among vaccine-adopters. This pessimistic scenario for vaccination heterogeneity arises because those few individuals that are vaccine-adopters are so readily re-vaccinated that the duration of vaccinal immunity has no appreciable consequences on their immune status. Furthermore, we find that this effect is heightened if vaccine-hesitants have increased transmissibility (e.g. due to riskier behavior). Overall, our results illustrate the necessity to characterize both transmission-blocking and severity-blocking immune time scales. Our findings also underline the importance of developing robust next-generation vaccines with equitable mass vaccine deployment.
引用
收藏
页数:18
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