Objective: Emerging SARS-COV-2 variants are spurring the development of adapted vaccines as public health authorities plan for the fall vaccination strategy. We aimed to estimate the number of infections and hospitalizations prevented by three potential booster strategies in those >=18 years of age in the United States: Boosting with Moderna's licensed first generation monovalent vaccine mRNA-1273 (ancestral strain) starting in September 2022, boosting with Moderna's candidate bivalent vaccine mRNA-1273.214 (ancestral + BA.1 variant of concern [VOC]) starting in September 2022, or boosting with Moderna's updated candidate bivalent vaccine mRNA-1273.222 (ancestral + BA.4/5 VOC) starting 2 months later in November 2022 due to longer development timeline.
Methods: An age-stratified, transmission dynamic, Susceptible-Exposed-Infection-Recovered (SEIR) model, adapted from previous literature, was used to estimate the number of infections over time; the model contains compartments defined by both SEIR status and vaccination status. A decision tree was subsequently used to estimate the clinical consequences of those infections. Calibration was performed so the model tracks the actual course of the pandemic up to the present time.
Results: Vaccinating with mRNA-1273(Sept), mRNA-1273.214(Sept), and mRNA-1273.222(Nov) is predicted to reduce infections by 34%, 40%, and 18%, respectively, over a 6-month time horizon (September-February) compared to no booster. Similarly, boosting in September prevents substantially more hospitalizations than starting to boost in November with a more effective vaccine (42%, 48%, and 25% for mRNA-1273, mRNA-1273.214, and mRNA-1273.222, respectively, at 6 months compared to no booster). Sensitivity analyses around transmissibility, vaccine coverage, masking, and waning of natural and vaccine-induced immunity changed the magnitude of cases prevented but boosting with mRNA-1273.214 in September consistently prevented more cases of infection and hospitalization than the other two strategies.
Limitations and Conclusions: With the emergence of new variants, key characteristics of the virus that affect estimates of spread and clinical impact also evolve, making estimation of these parameters difficult, especially in heterogeneous populations. Our analysis demonstrated that vaccinating with the bivalent mRNA-1273.214 booster was more effective over a 6-month period in preventing infections and hospitalizations with a BA.4/5 subvariant than the tailored vaccine, simply because it could be deployed 2 months earlier. We conclude that there is no advantage to delay boosting until a BA.4/5 vaccine is available; earlier boosting with mRNA-1273.214 will prevent the most infections and hospitalizations.