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1.
Nat Commun ; 15(1): 2152, 2024 Mar 09.
Artigo em Inglês | MEDLINE | ID: mdl-38461311

RESUMO

SARS-CoV-2 variants of concern (VOCs) circulated cryptically before being identified as a threat, delaying interventions. Here we studied the drivers of such silent spread and its epidemic impact to inform future response planning. We focused on Alpha spread out of the UK. We integrated spatio-temporal records of international mobility, local epidemic growth and genomic surveillance into a Bayesian framework to reconstruct the first three months after Alpha emergence. We found that silent circulation lasted from days to months and decreased with the logarithm of sequencing coverage. Social restrictions in some countries likely delayed the establishment of local transmission, mitigating the negative consequences of late detection. Revisiting the initial spread of Alpha supports local mitigation at the destination in case of emerging events.


Assuntos
COVID-19 , Epidemias , Humanos , Teorema de Bayes , COVID-19/epidemiologia , SARS-CoV-2/genética
2.
Nat Commun ; 13(1): 1414, 2022 03 17.
Artigo em Inglês | MEDLINE | ID: mdl-35301289

RESUMO

With vaccination against COVID-19 stalled in some countries, increasing vaccine accessibility and distribution could help keep transmission under control. Here, we study the impact of reactive vaccination targeting schools and workplaces where cases are detected, with an agent-based model accounting for COVID-19 natural history, vaccine characteristics, demographics, behavioural changes and social distancing. In most scenarios, reactive vaccination leads to a higher reduction in cases compared with non-reactive strategies using the same number of doses. The reactive strategy could however be less effective than a moderate/high pace mass vaccination program if initial vaccination coverage is high or disease incidence is low, because few people would be vaccinated around each case. In case of flare-ups, reactive vaccination could better mitigate spread if it is implemented quickly, is supported by enhanced test-trace-isolate and triggers an increased vaccine uptake. These results provide key information to plan an adaptive vaccination rollout.


Assuntos
COVID-19 , Local de Trabalho , COVID-19/prevenção & controle , Humanos , Instituições Acadêmicas , Análise de Sistemas , Vacinação
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