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1.
PLoS Comput Biol ; 18(8): e1010391, 2022 08.
Article in English | MEDLINE | ID: covidwho-1987114

ABSTRACT

The COVID-19 pandemic demonstrated that the process of global vaccination against a novel virus can be a prolonged one. Social distancing measures, that are initially adopted to control the pandemic, are gradually relaxed as vaccination progresses and population immunity increases. The result is a prolonged period of high disease prevalence combined with a fitness advantage for vaccine-resistant variants, which together lead to a considerably increased probability for vaccine escape. A spatial vaccination strategy is proposed that has the potential to dramatically reduce this risk. Rather than dispersing the vaccination effort evenly throughout a country, distinct geographic regions of the country are sequentially vaccinated, quickly bringing each to effective herd immunity. Regions with high vaccination rates will then have low infection rates and vice versa. Since people primarily interact within their own region, spatial vaccination reduces the number of encounters between infected individuals (the source of mutations) and vaccinated individuals (who facilitate the spread of vaccine-resistant strains). Thus, spatial vaccination may help mitigate the global risk of vaccine-resistant variants.


Subject(s)
COVID-19 , Vaccines , COVID-19/epidemiology , COVID-19/prevention & control , Humans , Immunity, Herd , Pandemics/prevention & control , Vaccination
2.
Nat Hum Behav ; 6(2): 193-206, 2022 02.
Article in English | MEDLINE | ID: covidwho-1704182

ABSTRACT

The greatest hope for a return to normalcy following the COVID-19 pandemic is worldwide vaccination. Yet, a relaxation of social distancing that allows increased transmissibility, coupled with selection pressure due to vaccination, will probably lead to the emergence of vaccine resistance. We analyse the evolutionary dynamics of COVID-19 in the presence of dynamic contact reduction and in response to vaccination. We use infection and vaccination data from six different countries. We show that under slow vaccination, resistance is very likely to appear even if social distancing is maintained. Under fast vaccination, the emergence of mutants can be prevented if social distancing is maintained during vaccination. We analyse multiple human factors that affect the evolutionary potential of the virus, including the extent of dynamic social distancing, vaccination campaigns, vaccine design, boosters and vaccine hesitancy. We provide guidelines for policies that aim to minimize the probability of emergence of vaccine-resistant variants.


Subject(s)
COVID-19 Vaccines , Drug Resistance, Viral , Immunogenicity, Vaccine , Mass Vaccination , Physical Distancing , SARS-CoV-2 , COVID-19 , COVID-19 Vaccines/immunology , COVID-19 Vaccines/pharmacology , Communicable Disease Control/organization & administration , Drug Resistance, Viral/drug effects , Drug Resistance, Viral/immunology , Epidemiological Models , Humans , Mass Vaccination/methods , Mass Vaccination/statistics & numerical data , Policy Making , Probability , SARS-CoV-2/drug effects , SARS-CoV-2/physiology , Stochastic Processes , Vaccination Hesitancy , Vaccine Efficacy
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