Evidence map›Paper›PMID 40861455›Full record

ArticleFrontiers in immunology2025

An explorable model of an adverse outcome pathway of cytokine release syndrome related to the administration of immunomodulatory biotherapeutics and cellular therapies.

Alexander Mazein, Oxana Lopata, Kristin Reiche, Katherina Sewald, Miriam Alb, Christina Sakellariou, Patricia Gogesch, Hannah Morgan, Vanessa Neuhaus, Nhu-Nguyen Pham and 7 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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  5. 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

17 authors.

Alexander MazeinLuxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg.
Oxana LopataLuxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg.
Kristin ReicheDepartment of Diagnostics, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany.
Katherina SewaldDepartment of Preclinical Pharmacology & Infection and Immunology, Fraunhofer Institute for Toxicology and Experimental Medicine, Hannover, Germany.
Miriam AlbUniversitätsklinikum Würzburg, Medizinische Klinik und Poliklinik II, Lehrstuhl für Zelluläre Immuntherapie, Würzburg, Germany.
Christina SakellariouDepartment of Immunotechnology, Lund University, Lund, Sweden.
Patricia GogeschDivision of Immunology, Paul-Ehrlich-Institut, Langen, Germany.
Hannah MorganPreclinical Safety, Novartis Biomedical Research, Basel, Switzerland.
Vanessa NeuhausPreclinical Pharmacology and In-Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine (Fraunhofer ITEM), Hannover, Germany.
Nhu-Nguyen PhamDepartment of Diagnostics, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany.
Charline SommerPreclinical Pharmacology and In-Vitro Toxicology, Fraunhofer Institute for Toxicology and Experimental Medicine (Fraunhofer ITEM), Hannover, Germany.
Ethan PerkinsImmunology & Immunotoxicology, Labcorp Drug Development, Harrogate, United Kingdom.
Birgit FogalNonclinical Drug Safety, Boehringer Ingelheim Pharmaceutical, Inc., Ridgefield, CT, United States.
Muhammad ShoaibLuxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg.
Reinhard SchneiderLuxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg.
Venkata SatagopamLuxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg.
Marek OstaszewskiLuxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Cytokine release syndrome (CRS) is a potentially severe systemic inflammatory condition triggered by various immunomodulatory therapies, making understanding its pathogenesis critical for improving patient outcomes. Results/Methods: By combining immunotoxicology and systems biology approaches, we offer a novel and integrative conceptual model of CRS as an adverse outcome (AO), induced by five different immunomodulatory biotherapies: 1) chimeric antigen receptor (CAR) T cells, 2) checkpoint inhibitors, 3) T cell engaging bispecific modalities, 4) monoclonal antibodies targeting and activating T cell receptors, and 5) FcγR activating monoclonal antibodies. This model uniquely integrates multiple CRS-inducing therapies into a unified framework, offering a comprehensive mechanistic representation of CRS pathophysiology. For that, we built an adverse outcome pathway (AOP) CRS network for these therapies and then developed a systems biology map of molecular mechanisms relevant to the AOP network. The map of mechanisms is made available via a dedicated online platform for exploration and data visualisation. It includes 24 cell types, 425 entities and 430 interactions. Discussion: Beyond a static representation, the CRS Map serves as a dynamic tool for clinical and research applications, allowing researchers and clinicians to explore CRS progression in detail, identify biomarkers, and discover potential therapeutic targets. The map demonstrates stages of CRS progression and shows molecules that can be measured in relevant immunotoxicological assays, as well as potential drug targets for therapeutic intervention of CRS.

Indexed as

Cell- and Tissue-Based TherapyCytokine Release SyndromeAntibodies, MonoclonalCytokinesHumansImmune Checkpoint InhibitorsImmunomodulationImmunotherapy, AdoptiveSystems BiologyAntibodies, MonoclonalCytokinesImmune Checkpoint Inhibitorsadverse outcome pathway (AOP)CAR T cellscytokine release syndrome (CRS)immunomodulatory therapiessystems biologysystems toxicology

Identifiers

PMID40861455
PMCPMC12371706

What Socratic 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 Socratic graph.