Evidence map›Paper›PMID 42495614›Full record

ArticleFrontiers in immunology2026

HIDmap: a physiology-based map of human immune system development to support animal-free research and regulatory innovation.

Christiane Spruck, Luiz Ladeira, Eliska Kuchovska, Marek Ostaszewski, Emilia Rita de Caro, Emanuela Corsini, Liesbet Geris, Bernard Staumont, Susann Fayyaz, Qiang Li and 4 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 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. 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

14 authors.

Christiane SpruckIUF-Leibniz Research Institute for Environmental Medicine, Duesseldorf, Germany.
Luiz LadeiraBiomechanics Research Unit, GIGA Institute, University of Liège, Liège, Belgium.
Eliska KuchovskaIUF-Leibniz Research Institute for Environmental Medicine, Duesseldorf, Germany.
Marek OstaszewskiLuxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg.
Emilia Rita de CaroIUF-Leibniz Research Institute for Environmental Medicine, Duesseldorf, Germany.
Emanuela CorsiniDepartment of Pharmacological and Biomolecular Sciences 'Rodolfo Paoletti', Università degli Studi di Milano, Milan, Italy.
Liesbet GerisBiomechanics Research Unit, GIGA Institute, University of Liège, Liège, Belgium.
Bernard StaumontBiomechanics Research Unit, GIGA Institute, University of Liège, Liège, Belgium.
Susann FayyazClariant Produkte (Deutschland) GmbH, Frankfurt am Main, Germany.
Qiang LiClariant Produkte (Deutschland) GmbH, Frankfurt am Main, Germany.
Fabian GrimmClariant Produkte (Deutschland) GmbH, Frankfurt am Main, Germany.
Ellen FritscheDNTOX GmbH, Duesseldorf, Germany.
Katharina KochIUF-Leibniz Research Institute for Environmental Medicine, Duesseldorf, Germany.
Julia TiggesIUF-Leibniz Research Institute for Environmental Medicine, Duesseldorf, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human immune system development is established through a sequence of tightly regulated processes occurring across multiple embryonic and fetal organs. Despite extensive research, our mechanistic understanding still relies largely on animal models, which often lack translational precision for human biology. This gap is particularly relevant for developmental immunotoxicity (DIT), where early-life exposure to environmental contaminants such as dioxins, PCBs, and PFAS has been associated with long-term immune dysfunction, including reduced vaccine responsiveness in children. To address this need, we created the Human Immune System Development Map (HIDmap), a curated, findability, accessibility, interoperability, and reusability (FAIR)-compliant digital resource that systematically captures prenatal immune ontogeny. The HIDmap integrates literature-derived data into a modular, three-layered structure linking anatomical niches, cell migration, and differentiation trajectories across 24 organs. Implemented in the MINERVA (Molecular Interaction NEtwoRks VisuAlization) platform, the HIDmap allows interactive exploration of developmental processes and molecular markers relevant to immune function. By embedding the HIDmap within the Adverse Outcome Pathway (AOP) framework, we constructed a putative AOP to demonstrate how the map can help to connect molecular initiating events related to environmental exposures - such as Aryl hydrocarbon receptor (AhR) activation - to downstream immunological key events and adverse outcomes. This resource offers a human-centered foundation for curating and visualizing human developmental immunobiology and may support the future development of predictive

Indexed as

Immune SystemAnimalsHumansImmunoinformaticsadverse outcome pathway (AOP)developmental immunotoxicity (DIT)human immune system developmentnew approach methodologies (NAMs)physiological map (PM)systems biology

Identifiers

PMID42495614
PMCPMC13392540

What OpenQuestion holds

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LicenceCC BY
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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.