Humoral Immunity to SARS-CoV-2 and Inferred Protection from Infection in a French Longitudinal Community Cohort
Woudenberg, T.; Pinaud, L.; Garcia, L.; Tondeur, L.; Pelleau, S.; de Thoisy, A.; Donnadieu, F.; Backovic, M.; Attia, M.; Hoze, N.; Duru, C.; Koffi, A. D.; Castelain, S.; Ungeheuer, M.-N.; Fernandes Pellerin, S.; Planas, D.; Bruel, T.; CAUCHEMEZ, S.; Schwarz, O.; Fontanet, A.; White, M.
Show abstract
Population-level immunity to SARS-CoV-2 is growing through vaccination as well as ongoing circulation. Given waning immunity and emergence of new variants, it is important to dynamically determine the risk of re-infection in the population. For estimating immune protection, neutralization titers are most informative, but these assays are difficult to conduct at a population level. Measurement of antibody levels can be implemented at high throughput, but has not been robustly validated as a correlate of protection. Here, we have developed a method that predicts neutralization and protection based on variant-specific antibody measurements to SARS-CoV-2 antigens. This approach allowed us to estimate population-immunity in a longitudinal cohort from France followed for up to 2 years. Participants with a single vaccination or immunity caused by infection only are especially vulnerable to COVID-19 or hospitalization due to SARS-CoV-2. While the median reduced risk to COVID-19 in participants with 3 vaccinations was 96%, the median reduced risk among participants with infection-acquired immunity only was 42%. The results presented here are consistent with data from vaccine-effectiveness studies indicating robustness of our approach. Our multiplex serological assay can be readily optimized and employed to study any new variant and provides a framework for development of an assay that would include protection estimates.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Comparative magnitude and persistence of SARS-CoV-2 vaccination responses on a population level in Germany 96%
- Immune and behavioral correlates of protection against symptomatic post-vaccination SARS-CoV-2 infection 96%
- Kinetics and persistence of the cellular and humoral immune responses to BNT162b2 mRNA vaccine in SARS-CoV-2-naive and - experienced subjects 96%
Similar papers in this journal
- SARS-CoV-2 Omicron neutralization by therapeutic antibodies, convalescent sera, and post-mRNA vaccine booster 96%
- The effect of anti-SARS-CoV-2 monoclonal antibody, bamlanivimab, on endogenous immune response to COVID-19 vaccination 96%
- Immune Responses in Fully Vaccinated Individuals Following Breakthrough Infection with the SARS-CoV-2 Delta Variant in Provincetown, Massachusetts 96%
Similar papers in this journal
- Typically asymptomatic but with robust antibody formation: Children’s unique humoral immune response to SARS-CoV-2 95%
- Persistent humoral immunity in children and adolescents throughout the COVID-19 pandemic (June 2020 to July 2022): a prospective school-based cohort study (Ciao Corona) in Switzerland 95%
- Neutralization of ancestral SARS-CoV-2 and variants Alpha, Beta, Gamma, Delta, Zeta and Omicron by mRNA vaccination and infection-derived immunity through homologous and heterologous variants 95%
Similar papers in this journal
- Anti-SARS-CoV-2 Antibodies Persist for up to 13 Months and Reduce Risk of Reinfection 96%
- Follow-up study in the ski-resort Ischgl: Antibody and T cell responses to SARS-CoV-2 persisted for up to 8 months after infection and transmission of virus was low even during the second infection wave in Austria 95%
- Fusogenicity and neutralization sensitivity of the SARS-CoV-2 Delta sublineage AY.4.2 95%
Similar papers in this journal
- Durability of antibody responses and frequency of clinical and subclinical SARS-CoV-2 infection six months after BNT162b2 COVID-19 vaccination in healthcare workers 96%
- Correlates of protection, thresholds of protection, and immunobridging in SARS-CoV-2 infection 95%
- Epidemiology of infections with SARS-CoV-2 Omicron BA.2 variant in Hong Kong, January-March 2022 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.