Biosafety and Health · 2022 · 10 citations · 17 references
Life SciencesGeneticsInfectious DiseasesImmunizationMolecular EvolutionVirologyEvolution Of Immune GenesEvolutionary EpidemiologyPathogen EvolutionVaccinationViral EvolutionCoronavirus VaccinesImmune Escape EvolutionPhylodynamic InferenceSars-cov-2 InfectionVaccine EscapeVariant AdaptationViral Evolutionary DynamicsVirus Evolutionary Dynamics
A series of stringent non-pharmacological and pharmacological interventions were implemented to contain the pandemic but the pandemic continues. Moreover, vaccination breakthrough infection and reinfection in convalescent coronavirus disease 2019 (COVID-19) cases have been reported. Further, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants emerged with mutations in spike (S) gene, the target of most current vaccines. Importantly, the mutations exhibit a trend of immune escape from the vaccination. Herein the scientific question that if the vaccination drives genetic or antigenic drifts of SARS-CoV-2 remains elusive. We performed correlation analyses to uncover the impacts of wide vaccination on epidemiological characteristics of COVID-19. In addition, we investigated the evolutionary dynamics and genetic diversity of SARS-CoV-2 under immune pressure by utilizing the Bayesian phylodynamic inferences and the lineage entropy calculation respectively. We found that vaccination coverage was negatively related to the infections, severe cases, and deaths of COVID-19 respectively. With the increasing vaccination coverage, the lineage diversity of SARS-CoV-2 dampened, but the rapid mutation rates of the S gene were identified, and the vaccination could be one of the explanations for driving mutations in S gene. Moreover, new epidemics resurged in several countries with high vaccination coverage, questioning their current pandemic control strategies. Hence, integrated vaccination and non-pharmacological interventions are critical to control the pandemic. Furthermore, novel vaccine preparation should enhance its capabilities to curb both disease severity and infection possibility.
17
Posterior Summarization in Bayesian Phylogenetics Using Tracer 1.7
Andrew Rambaut, Alexei J. Drummond, Dong Xie et al. · Systematic Biology · 2018 · 11.3K citations · Full text
Bayesian phylogenetic and phylodynamic data integration using BEAST 1.10
Marc A. Suchard, Philippe Lemey, Guy Baele et al. · Virus Evolution · 2018 · 4.1K citations · Full text
SARS-CoV-2 mRNA vaccine design enabled by prototype pathogen preparedness
Kizzmekia S. Corbett, Darin K. Edwards, Sarah R. Leist et al. · Nature · 2020 · 1.7K citations · Full text