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A Reanalysis of the FDA's Benefit-Risk Assessment of Moderna's mRNA-1273 COVID Vaccine Based on a Model Incorporating
Paul S Bourdon1, Ram Duriseti2, H Christian Gromoll1
1Department of Mathematics, University of Virginia, Charlottesville, VA 22904, USA.
Background:
The U.S. Food and Drug Administration (FDA) conducted a benefit-risk assessment for Moderna's COVID vaccine mRNA-1273 prior to its full approval, announced 31 January 2022. The FDA's assessment focused on males 18-64 years old because its risk analysis was limited to vaccine-attributable myocarditis/pericarditis (VAM/P), given the excess risk among males. The FDA's analysis concluded that vaccine benefits outweighed risks, even for 18-25-year-old males (those at highest VAM/P risk). We reanalyze the FDA's benefit-risk assessment using information available through the third week of January 2022 and focusing on 18-25-year-old males.
Methods:
We develop a benefit-risk model, extending the FDA's, that can stratify benefits and risks of vaccination by prior-infection and comorbidity status. We use the FDA's framework but apply our model to account for benefits derived from prior COVID infection, while also accounting for finer age stratification in COVID-hospitalization rates, incidental hospitalizations (those of patients who test positive for COVID but receive treatment for something else), more realistic projections of Omicron-infection rates, and more accurate VAM/P rates.
Results:
With hospitalizations as the principal endpoint of the analysis (those prevented by vaccination vs. those caused by VAM/P), our model finds vaccine risks outweighed benefits for 18-25-year-old males, except in scenarios projecting implausibly high Omicron-infection prevalence. Our assessment suggests that mRNA-1273 vaccination of 18-25-year-old males generated between 8% and 52% more hospitalizations for VAM/P compared to COVID hospitalizations prevented (over a five-month period of vaccine protection assumed by the FDA). The preceding assessment uses model inputs based on data available at the time of the FDA's mRNA-1273 assessment. Moreover, these inputs as well as model outputs are validated by subsequently available data.
Conclusions:
The outcome of a vaccine benefit-risk assessment may be dramatically impacted by accounting for the benefits derived from prior infection by the vaccine-targeted disease. To increase public confidence in vaccines and thereby reduce vaccine hesitancy, public-health agencies should employ benefit-risk models capable of supporting stratification of vaccination recommendations not only based on age and sex but also on prior-infection and comorbidity status.
Insights
Moderna vaccine mRNA-1273 posed higher hospitalization risks than benefits for males aged 18-25, contrary to FDA findings. Accounting for prior infection and comorbidities is crucial for accurate COVID-19 vaccine benefit-risk assessments.
Area of Science:
- Immunology
- Public Health
- Epidemiology
Background:
- The U.S. Food and Drug Administration (FDA) assessed Moderna's mRNA-1273 COVID-19 vaccine, concluding benefits outweighed risks for males aged 18-64.
- The FDA's initial assessment focused on vaccine-attributable myocarditis/pericarditis (VAM/P) risk in males, particularly 18-25 year olds.
Purpose of the Study:
- To re-evaluate the benefit-risk assessment of mRNA-1273 for 18-25 year old males using updated data and a refined model.
- To incorporate benefits from prior COVID-19 infection and account for comorbidities in the benefit-risk analysis.
Main Methods:
- Developed an extended benefit-risk model stratifying vaccination outcomes by prior infection and comorbidity status.
- Incorporated finer age stratification for COVID-19 hospitalization rates, incidental hospitalizations, and Omicron infection projections.
- Utilized more accurate rates for vaccine-attributable myocarditis/pericarditis (VAM/P).
Main Results:
- The refined model indicated that mRNA-1273 vaccination led to more VAM/P hospitalizations than prevented COVID-19 hospitalizations in 18-25 year old males over five months.
- This finding held true except under scenarios of implausibly high Omicron infection prevalence.
- The analysis suggested an 8% to 52% increase in VAM/P hospitalizations compared to prevented COVID-19 hospitalizations.
Conclusions:
- Benefit-risk assessments for vaccines can be significantly altered by considering prior infection benefits.
- Public health agencies should utilize stratified benefit-risk models to inform vaccination recommendations, considering age, sex, prior infection, and comorbidity status.
- Accurate stratification can enhance public confidence and reduce vaccine hesitancy.
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