Evidence map›Paper›PMID 42686785›Full record

ArticleNature communications2026

HLA-II peptide-binding diversity shapes humoral immune responses and susceptibility to infections.

Bettina Magyari, Anna Tácia Fülöp, Dávid Kókai, Franciska Tóth, Gergő Mihály Balogh, Sergio Andreu-Sánchez, Gabriel Innocenti, Rinse K Weersma, Jingyuan Fu, Csaba Pál and 3 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

13 authors.

Bettina Magyari *Synthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Anna Tácia Fülöp *Synthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Dávid KókaiSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Franciska TóthSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.ORCID http://orcid.org/0009-0005-7338-8231
Gergő Mihály BaloghSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Sergio Andreu-SánchezDepartment of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.ORCID http://orcid.org/0000-0002-3503-9971
Gabriel InnocentiCenter for Cancer Research, Medical University of Vienna, Vienna, Austria.
Rinse K WeersmaDepartment of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.ORCID http://orcid.org/0000-0001-7928-7371
Jingyuan FuDepartment of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.ORCID http://orcid.org/0000-0001-5578-1236
Csaba PálSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Alexandra ZhernakovaDepartment of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.ORCID http://orcid.org/0000-0002-4574-0841
Thomas VoglCenter for Cancer Research, Medical University of Vienna, Vienna, Austria.ORCID http://orcid.org/0000-0002-3892-1740
Máté ManczingerSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary. manczinger.mate@brc.hu.ORCID http://orcid.org/0000-0003-0831-9617

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Infectious diseases represent a leading cause of mortality worldwide and have shaped the evolution of the human immune system. Human leukocyte antigen (HLA) class II molecules are key to the humoral immune response by presenting peptides to helper T cells. The peptide-binding range varies greatly among HLA-II variants, but the role of this variation in humoral immunity and infection susceptibility has remained unexplored. Here, we integrate data on HLA-II immunopeptidomics and antibody responses in ~1500 individuals and demonstrate that a broad peptide-binding repertoire of HLA-II is linked to antibody production against specific pathogen-associated proteins and more favorable outcomes in several common infections. In the UK Biobank, individuals carrying such HLA-II molecules had a reduced risk of severe infections and up to a 45% lower incidence of diseases caused by common pathogens. These findings suggest that the peptide diversity presented by HLA-II variants shapes humoral immunity and can serve as a risk factor for infection susceptibility.

Indexed as

Histocompatibility Antigens Class IIImmunity, HumoralPeptidesDisease SusceptibilityGenetic Predisposition to DiseaseHumansProtein BindingHistocompatibility Antigens Class IIPeptides

Identifiers

PMID42686785
PMCPMC13538663

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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 OpenQuestion graph.