Evidence map›Paper›PMID 39876790›Full record

ArticleJournal of the Royal Society, Interface2025

Mechanistic models of humoral kinetics following COVID-19 vaccination.

Daniel Stocks, Amy Thomas, Adam Finn, Leon Danon, Ellen Brooks-Pollock

Abstract read
In one paragraph

Article in Journal of the Royal Society, Interface, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Mechanistic models of humoral kinetics following COVID-19 vaccination.Journal of the Royal Society, Interface · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Daniel StocksSchool of Engineering Mathematics and Technology, University of Bristol, Tankard's Close, Bristol, BS8 1TW, UK.ORCID 0000-0001-9877-620X
Amy Thomas *Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield Grove, Bristol, BS8 2BN, UK.
Adam Finn *Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield Grove, Bristol, BS8 2BN, UK.
Leon Danon *School of Engineering Mathematics and Technology, University of Bristol, Tankard's Close, Bristol, BS8 1TW, UK.ORCID 0000-0002-7076-1871
Ellen Brooks-Pollock *Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield Grove, Bristol, BS8 2BN, UK.ORCID 0000-0002-5984-4932

Funding

Engineering and Physical Sciences Research CouncilMedical Research Council
6 · The paper itself

Abstract

COVID-19 vaccine programmes must account for variable immune responses and waning protection. Existing descriptions of antibody responses to COVID-19 vaccination convey limited information about the mechanisms of antibody production and maintenance. We describe antibody dynamics after COVID-19 vaccination with two biologically motivated mathematical models. We fit the models using Markov chain Monte Carlo to seroprevalence data from 14 602 uninfected individuals in England between May 2020 and September 2022. We analyse the effect of age, vaccine type, number of doses and the interval between doses on antibody production and longevity. We find evidence that individuals over 35 years old twice vaccinated with ChAdOx1-S generate a persistent antibody response suggestive of long-lived plasma cell induction. We also find that plasmablast productive capacity is greater in: younger people than older people (≤4.5-fold change in point estimates); people vaccinated with two doses than one dose (≤12-fold change); and people vaccinated with BNT162b2 than ChAdOx1-S (≤440-fold change). We find the half-life of an antibody to be 23-106 days. Routinely collected seroprevalence data are invaluable for characterizing within-host mechanisms of antibody production and persistence. Extended sampling and linking seroprevalence data to outcomes would enable conclusions about how humoral kinetics protect against disease.

Indexed as

Antibodies, ViralCOVID-19COVID-19 VaccinesImmunity, HumoralModels, ImmunologicalSARS-CoV-2AdultAgedBNT162 VaccineChAdOx1 nCoV-19EnglandFemaleHumansMaleMarkov ChainsMiddle AgedAntibodies, ViralBNT162 VaccineChAdOx1 nCoV-19COVID-19 Vaccinesantibody responseSARS-CoV-2short- and long-lived plasma cell kineticsvaccinationwithin-host model

Identifiers

PMID39876790
PMCPMC11775660

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.