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Predicting vaccine effectiveness against invasive pneumococcal disease in children using immunogenicity data
Josiah Ryman1, Jessica Weaver2, Tianyan Hu3
1Quantitative Pharmacology and Pharmacometrics, Merck & Co., Inc, Rahway, NJ, USA.
NPJ Vaccines
|November 7, 2022
Summary
New pneumococcal conjugate vaccines (PCVs) show reliable effectiveness predictions. Antibody levels from next-generation PCVs accurately estimate protection against shared serotypes, aiding vaccine development.
Area of Science:
- Immunology
- Vaccinology
- Public Health
Background:
- Antibody concentrations vary among pneumococcal conjugate vaccines (PCVs).
- Linking immunogenicity to vaccine effectiveness is crucial for next-generation vaccine assessment.
- Pneumococcal conjugate vaccines (PCVs) are vital for preventing invasive pneumococcal disease.
Purpose of the Study:
- To assess if antibody concentrations from next-generation PCVs can predict vaccine effectiveness.
- To establish a method for estimating protective antibody concentrations for pneumococcal serotypes.
- To validate predicted vaccine effectiveness against observed data.
Main Methods:
- Generated simulated reverse cumulative distribution curves using serotype-specific IgG concentrations.
- Combined IgG data with published vaccine effectiveness estimates for PCV7.
- Calculated protective antibody concentrations and predicted PCV13 effectiveness for shared serotypes.
Main Results:
- Predicted vaccine effectiveness for PCV13 closely matched observed effectiveness in the UK, Australia, and Germany.
- Median predicted effectiveness values were 93% vs. 90% (UK), 71% vs. 70% (Australia), and 91% vs. 90% (Germany).
- Demonstrated reliable estimation of vaccine effectiveness using IgG concentrations from next-generation PCVs.
Conclusions:
- Serotype-specific IgG concentrations from next-generation PCVs can reliably predict vaccine effectiveness.
- This method supports the evaluation of new pneumococcal conjugate vaccines.
- Immunogenicity data provides a valuable tool for estimating vaccine effectiveness against invasive pneumococcal disease.

