Cited by 870SARS-CoV-2 and COVID-19 ResearchCOVID-19 Clinical Research Studiesvaccines and immunoinformatics approaches

Evidence for antibody as a protective correlate for COVID-19 vaccines

Open access
Earle, Kristen A., Ambrosino, Donna M., Fiore-Gartland, Andrew, Goldblatt, David, Gilbert, Peter B., Siber, George R., Dull, Peter, Plotkin, Stanley A.·2021·Vaccine

Published version of a preprint

Abstract

A correlate of protection (CoP) is urgently needed to expedite development of additional COVID-19 vaccines to meet unprecedented global demand. To assess whether antibody titers may reasonably predict efficacy and serve as the basis of a CoP, we evaluated the relationship between efficacy and in vitro neutralizing and binding antibodies of 7 vaccines for which sufficient data have been generated. Once calibrated to titers of human convalescent sera reported in each study, a robust correlation was seen between neutralizing titer and efficacy (ρ = 0.79) and binding antibody titer and efficacy (ρ = 0.93), despite geographically diverse study populations subject to different forces of infection and circulating variants, and use of different endpoints, assays, convalescent sera panels and manufacturing platforms. Together with evidence from natural history studies and animal models, these results support the use of post-immunization antibody titers as the basis for establishing a correlate of protection for COVID-19 vaccines.

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Crossref · 10.1016/j.vaccine.2021.05.063

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  • The neutralization level is highly predictive of immune protection.

    “Recently, Khoury et al.20 and Earle et al.21 determined that the neutralization level is highly predictive of immune protection in comparing population values from vaccine efficacy and immunogenicity trials.”
  • Neutralization of wild type SARS-CoV-2 has been shown to predict the effectiveness of vaccines against variants.

    “However, while neutralization of wild type SARS-CoV-2 has been shown to predict the effectiveness of vaccines against variants (Earle et al., 2021; Khoury et al., 2021)”

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Cites

  • An mRNA Vaccine against SARS-CoV-2 — Preliminary Report

    Jackson, L. A., Anderson, E. J., Rouphael, N. G., Roberts, P. C., Makhene, M., Coler, R. N., McCullough, M. P., Chappell, J. D., Denison, M. R., Stevens, L. J., et al. (2020) · New England Journal of Medicine · doi:10.1056/nejmoa2022483 · Cited by 3,237 · cited 1× · see citing works

    “This suggests either relatively low neutralization assay sensitivity or non-neutralizing antibodies and T cell responses may be functionally important, which is supported by the evidence that binding antibody titers appear robust at the same post-Dose 1 time points [11,12] and that Fc functional antibody responses pla…”
  • Efficacy of the ChAdOx1 nCoV-19 Covid-19 Vaccine against the B.1.351 Variant

    Madhi, S. A., Baillie, V., Cutland, C. L., Voysey, M., Koen, A. L., Fairlie, L., Padayachee, S. D., Dheda, K., Barnabas, S. L., Bhorat, Q. E., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2102214 · Cited by 1,257 · cited 1× · see citing works

    “351 by vaccinated sera corresponds to a reduction in efficacy [10,14].”

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Research works printed but not linked: 13

  1. Wouters OJ, Shadlen KC, Salcher-Konrad M, Pollard AJ, Larson HJ, Teerawattananon Y, et al. Challenges in ensuring global access to COVID-19 vaccines: production, affordability, allocation, and deployment. The Lancet 2021;397:1023-34. https://doi.org/10.1016/S0140-6736(21)00306-8. · DOI
  2. Plotkin SA. Correlates of protection induced by vaccination. CVI 2010;17:1055-65. https://doi.org/10.1128/CVI.00131-10. · DOI · Paper page
  3. McMahan K, Yu J, Mercado NB, Loos C, Tostanoski LH, Chandrashekar A, et al. Correlates of protection against SARS-CoV-2 in rhesus macaques. Nature 2021;590:630-4. https://doi.org/10.1038/s41586-020-03041-6. · DOI · Paper page
  4. Lumley SF, O'Donnell D, Stoesser NE, Matthews PC, Howarth A, Hatch SB, et al. Antibody status and incidence of SARS-CoV-2 infection in health care workers. N Engl J Med 2021;384:533-40. https://doi.org/10.1056/NEJMoa2034545. · DOI · Paper page
  5. Gabriel EE, Sachs MC, Daniels MJ, Halloran ME. Optimizing and evaluating biomarker combinations as trial-level general surrogates. Stat Med 2019;38:1135-46. https://doi.org/10.1002/sim.7996. · DOI
  6. Novavax. Announcement of UK and South Africa Trial Results. 2021; published online Jan 28. https://ir.novavax.com/events/event-details/novavax-update- conference-call-and-webcast-0 (accessed March 8, 2021).
  7. Chen X, Pan Z, Yue S, Yu F, Zhang J, Yang Y, et al. Disease severity dictates SARS- CoV-2-specific neutralizing antibody responses in COVID-19. Signal Transduction and Targeted Therapy 2020;5:1-6. https://doi.org/10.1038/ s41392-020-00301-9. · DOI
  8. Hansen CB, Jarlhelt I, Pérez-Alós L, Landsy LH, Loftager M, Rosbjerg A, et al. SARS-CoV-2 antibody responses are correlated to disease severity in COVID-19 convalescent individuals. J Immunol 2021;206:109-17. https://doi.org/ 10.4049/jimmunol.2000898. · DOI
  9. Zhou D, Dejnirattisai W, Supasa P, Liu C, Mentzer AJ, Ginn HM, et al. Evidence of escape of SARS-CoV-2 variant B.1.351 from natural and vaccine-induced sera. Cell 2021. https://doi.org/10.1016/j.cell.2021.02.037. · DOI · Paper page
  10. Walsh EE, Frenck RW, Falsey AR, Kitchin N, Absalon J, Gurtman A, et al. Safety and immunogenicity of two RNA-based covid-19 vaccine candidates. N Engl J Med 2020;383:2439-50. https://doi.org/10.1056/NEJMoa2027906. · DOI · Paper page
  11. Chen X, Rostad CA, Anderson LJ, Sun H, Lapp SA, Stephens K, et al. The development and kinetics of functional antibody-dependent cell-mediated cytotoxicity (ADCC) to SARS-CoV-2 spike protein. Virology 2021;559:1-9. https://doi.org/10.1016/j.virol.2021.03.009. · DOI
  12. Siber GR, Chang I, Baker S, Fernsten P, O'Brien KL, Santosham M, et al. Estimating the protective concentration of anti-pneumococcal capsular polysaccharide antibodies. Vaccine 2007;25:3816-26. https://doi.org/ 10.1016/j.vaccine.2007.01.119. · DOI
  13. Qin L, Gilbert PB, Corey L, McElrath MJ, Self SG. A framework for assessing immunological correlates of protection in vaccine trials. J Infect Dis 2007;196:1304-12. https://doi.org/10.1086/522428. · DOI

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Authors
Earle, K. A., Ambrosino, D. M., Fiore-Gartland, A., Goldblatt, D., Gilbert, P. B., Siber, G. R., Dull, P., & Plotkin, S. A.
Affiliations
  • Gates Foundation (US)
  • Fred Hutch Cancer Center (US)
  • University College London (GB)
  • University of Pennsylvania (US)
Corresponding author
Dull, Peter
Venue
Vaccine
Publisher
Elsevier BV
Published
2021-07
Volume
39
Issue
32
Pages
4423-4428
ISSN
0264-410X (ISSN-L)
OpenAlex
W3164547793
Cited by
870
References
2
Citations by year
2026: 41 · 2025: 65 · 2024: 94 · 2023: 167 · 2022: 351 · 2021: 149 · 2020: 1
FWCI
60.42
Type
journal article
Language
en
Open access
Locations
  • Vaccine (publishedVersion, cc-by)
  • medRxiv (acceptedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • UCL Discovery (University College London) (submittedVersion)
Funders
Bill & Melinda Gates Foundation
Topics
  • Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 and COVID-19 Research
  • Health Sciences › Medicine › Infectious Diseases › COVID-19 Clinical Research Studies
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › vaccines and immunoinformatics approaches
Keywords
COVID-19 vaccines, correlates of protection, antibody titers, neutralizing antibodies, binding antibodies, vaccine efficacy, convalescent sera, SARS-CoV-2, vaccine development
MeSH terms
COVID-19, SARS-CoV-2, COVID-19 Vaccines, COVID-19 Serotherapy, Animals, Antibodies, Viral, Humans, Immunization, Passive, Antibodies, Neutralizing

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