ArticleNature immunology2014
Molecular signatures of antibody responses derived from a systems biology study of five human vaccines.
Article in Nature immunology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03458780 (Single Cell Transcriptomics for Characterizing the Human Immune Response to Yellow Fever Vaccination), which is not on this map. Cited by 532 papers, 2 of them syntheses that pooled it.
What it found
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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.
Single Cell Transcriptomics for Characterizing the Human Immune Response to Yellow Fever Vaccination
Who cites it
532 citing papers in PubMed, 2 syntheses or guidelines pooled it, 791 citations in OpenAlex.
- Pooled it
- Host Transcriptional Meta-signatures Reveal Diagnostic Biomarkers for Plasmodium falciparum Malaria.The Journal of infectious diseases · 2024Pooled it
- Early transcriptional responses following Ad26.COV2.S vaccination in individuals with prior SARS-CoV-2 infection.EBioMedicine · 2026Trial
- A randomized, observer-blind, phase 1 study of immune responses to three human adenovirus type 26 vector-based vaccines.EBioMedicine · 2026Trial
- Transcriptomic and proteomic signatures following AS03-adjuvanted Influenza A/H7N9 vaccine.Frontiers in immunology · 2026Trial
- Deep molecular profiling of synovial biopsies in the STRAP trial identifies signatures predictive of treatment response to biologic therapies in rheumatoid arthritis.Nature communications · 2025Trial
- Shared clinical and immunologic features of mRNA vaccines: preliminary results from a comparative clinical study.Frontiers in immunology · 2025Trial
- Neoadjuvant gemcitabine-cisplatin plus tislelizumab in persons with resectable muscle-invasive bladder cancer: a multicenter, single-arm, phase 2 trial.Nature cancer · 2024Trial
- Probing Dermal Immunity to Mycobacteria through a Controlled Human Infection Model.ImmunoHorizons · 2024Trial
- Innate immune activation restricts priming and protective efficacy of the radiation-attenuated PfSPZ malaria vaccine.JCI insight · 2024Trial
- Co-regulation of innate and adaptive immune responses induced by ID93+GLA-SE vaccination in humans.Frontiers in immunology · 2024Trial
- An innate immune signature induced by AS01- or AS03-adjuvanted vaccines predicts the antibody response magnitude and quality consistently over time.Frontiers in immunology · 2024Trial
- Doubly robust evaluation of high-dimensional surrogate markers.Biostatistics (Oxford, England) · 2023Trial
- Molecular correlates of vaccine-induced protection against typhoid fever.The Journal of clinical investigation · 2023Trial
- Sex and prior exposure jointly shape innate immune responses to a live herpesvirus vaccine.eLife · 2023Trial
- Rituximab versus tocilizumab in rheumatoid arthritis: synovial biopsy-based biomarker analysis of the phase 4 R4RA randomized trial.Nature medicine · 2022Trial
- Clinical translation of senescence-related pan-cancer multi-omics: tools for assessment and immunotherapy prediction.Cancer gene therapy · 2026Article
- Article
- PathMED: an R toolkit for single-sample molecular scoring and machine learning with omics data.Bioinformatics (Oxford, England) · 2026Article
- Review
472 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
20 authors at 4 institutions in 1 country.
Funding
Abstract
Many vaccines induce protective immunity via antibodies. Systems biology approaches have been used to determine signatures that can be used to predict vaccine-induced immunity in humans, but whether there is a 'universal signature' that can be used to predict antibody responses to any vaccine is unknown. Here we did systems analyses of immune responses to the polysaccharide and conjugate vaccines against meningococcus in healthy adults, in the broader context of published studies of vaccines against yellow fever virus and influenza virus. To achieve this, we did a large-scale network integration of publicly available human blood transcriptomes and systems-scale databases in specific biological contexts and deduced a set of transcription modules in blood. Those modules revealed distinct transcriptional signatures of antibody responses to different classes of vaccines, which provided key insights into primary viral, protein recall and anti-polysaccharide responses. Our results elucidate the early transcriptional programs that orchestrate vaccine immunity in humans and demonstrate the power of integrative network modeling.
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What OpenQuestion holds
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.