Evidence map›Paper›PMID 40457459›Full record

ArticleGenome medicine2025

Associations between HLA-II variation and antibody specificity are predicted by antigen properties.

Gabriel Innocenti, Sergio Andreu-Sánchez, Nicolai V Hörstke, Hesham Elabd, Iros Barozzi, Andre Franke, Máté Manczinger, Thomas Vogl

Abstract read
In one paragraph

Article in Genome medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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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

6 citing papers in PubMed.

  1. Article
  2. Integrated Transcriptomic Analysis ofInternational journal of molecular sciences · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Review
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

8 authors.

Gabriel InnocentiCenter for Cancer Research, Medical University of Vienna, Borschkegasse 8a, Vienna, 1090, Austria.
Sergio Andreu-SánchezDepartment of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands.
Nicolai V HörstkeCenter for Cancer Research, Medical University of Vienna, Borschkegasse 8a, Vienna, 1090, Austria.
Hesham ElabdInstitute of Clinical Molecular Biology, Kiel University & University Medical Centre Schleswig-Holstein, Kiel, Germany.
Iros BarozziCenter for Cancer Research, Medical University of Vienna, Borschkegasse 8a, Vienna, 1090, Austria.
Andre FrankeHCEMM-BRC Systems Immunology Research Group, Szeged, Hungary.
Máté ManczingerSystemic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Thomas VoglCenter for Cancer Research, Medical University of Vienna, Borschkegasse 8a, Vienna, 1090, Austria. thomas.vogl@meduniwien.ac.at.ORCID 0000-0002-3892-1740

Funding

FP7 Ideas: European Research Council 101075733HORIZON EUROPE Health 101136582
6 · The paper itself

Abstract

backgroundHuman leukocyte antigen class II (HLA-II) genes are highly polymorphic affecting the specificity of human antibody responses, as presentation of processed antigen peptides by HLA-II on B cells is essential for T helper cell dependent affinity maturation and class switching. The combination of high-throughput immunoassays and genome-wide association studies has recently revealed strong associations between HLA-II variants and antibody responses against specific antigens. However, factors underlying these associations remain incompletely understood.

methodsHere, we have leveraged paired data sets of SNP arrays and functional antibody epitope repertoires against 344,000 peptide antigens in 1940 individuals to mine for key determinants linking genetics and antibody specificity.

resultsWe show that secreted proteins and antigens presented in small modules (i.e., viruses) are significantly more frequently associated with HLA-II alleles, than membrane bound or intracellular proteins. This data suggests a model in which antibody responses against separate antigen units composed of single or few proteins dominate HLA-II associations. In contrast, the presence of manifold intracellular or membrane proteins (peptides of which could be bound by different HLA-II alleles) on bacterial cells dilutes potential associations to antibody specificities.

conclusionsHence, genetic associations to antibody specificities are shaped by antigen intrinsic properties. Given the prominent role of HLA-II alleles in infection, autoimmune diseases, allergies, and cancer, our work provides a theoretical framework to study antigen/HLA-II risk factors in these disease settings and will fuel the design of improved immunogenetics screens.

Indexed as

Antibody SpecificityAntigensHistocompatibility Antigens Class IIAllelesEpitopesGenome-Wide Association StudyHumansPolymorphism, Single NucleotideAntigensEpitopesHistocompatibility Antigens Class IIAntibody-repertoiresB-cellsGWASHLA-IIMHC-IIPhIP-Seq

Identifiers

PMID40457459
PMCPMC12131526

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.