SynthesisNature communications2023
Predicting vaccine effectiveness against severe COVID-19 over time and against variants: a meta-analysis.
Synthesis in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 3 of them syntheses that pooled 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.
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.
Who cites it
66 citing papers in PubMed, 3 syntheses or guidelines pooled it, 120 citations in OpenAlex.
- Neutralising antibodies and protection from progression to severe COVID-19: A meta-analysis.PLoS medicine · 2026Pooled it
- SARS-CoV-2 infection rates and associated risk factors in healthcare workers: systematic review and meta-analysis.Scientific reports · 2025Pooled it
- The Asymptomatic Proportion of SARS-CoV-2 Omicron Variant Infections in Households: A Systematic Review.Influenza and other respiratory viruses · 2024Pooled it
- Vaccine-induced T cell responses correlate with reduced risk of severe COVID-19 in a placebo-controlled efficacy trial.EBioMedicine · 2025Trial
- Neutralizing antibody correlate of protection against severe-critical COVID-19 in the ENSEMBLE single-dose Ad26.COV2.S vaccine efficacy trial.Nature communications · 2024Trial
- Omicron COVID-19 immune correlates analysis of a third dose of mRNA-1273 in the COVE trial.Nature communications · 2024Trial
- Original COVID-19 priming regimen impacts the immunogenicity of bivalent BA.1 and BA.5 boosters.Nature communications · 2024Trial
- Stochastic interventional approach to assessing immune correlates of protection: Application to the COVE messenger RNA-1273 vaccine trial.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2023Trial
- Trial
- From sequences to strategies: Early detection of new SARS-CoV-2 variants via genetic distance to reduce hospitalizations.PLoS computational biology · 2026Article
- Factors influencing vaccination willingness in the context of the COVID-19 pandemic: data from the CoCo-Fakt study.BMC public health · 2026Article
- Effectiveness of heterologous mRNA vaccine boosters during an Omicron wave of COVID-19: a cross-sectional study in Macao (China).Journal of thoracic disease · 2026Article
- Correlates of severe and delta COVID-19 in a phase 3 trial of the AZD1222 vaccine.NPJ vaccines · 2026Article
- Article
- Host proteins associated with strong neutralizing SARS-CoV-2 antibody responses in a South African cohort.Communications medicine · 2026Article
- Article
- COVID-19 convalescent plasma safety and efficacy analysis for biologics license application approval.Expert review of anti-infective therapy · 2026Review
- Article
- Pre-existing and early cellular immune factors correlate with functionally complete protection against primary controlled human SARS-CoV-2 infection.Nature communications · 2025Article
- Article
6 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Vaccine protection from symptomatic SARS-CoV-2 infection has been shown to be strongly correlated with neutralising antibody titres; however, this has not yet been demonstrated for severe COVID-19. To explore whether this relationship also holds for severe COVID-19, we performed a systematic search for studies reporting on protection against different SARS-CoV-2 clinical endpoints and extracted data from 15 studies. Since matched neutralising antibody titres were not available, we used the vaccine regimen, time since vaccination and variant of concern to predict corresponding neutralising antibody titres. We then compared the observed vaccine effectiveness reported in these studies to the protection predicted by a previously published model of the relationship between neutralising antibody titre and vaccine effectiveness against severe COVID-19. We find that predicted neutralising antibody titres are strongly correlated with observed vaccine effectiveness against symptomatic (Spearman [Formula: see text] = 0.95, p < 0.001) and severe (Spearman [Formula: see text] = 0.72, p < 0.001 for both) COVID-19 and that the loss of neutralising antibodies over time and to new variants are strongly predictive of observed vaccine protection against severe COVID-19.
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Registered trials
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.