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  4. An explorable model of an adverse outcome pathway of cytokine release syndrome related to the administration of immunomodulatory biotherapeutics and cellular therapies
 
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August 8, 2025
Journal Article
Title

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

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.
Author(s)
Mazein, Alexander
Luxembourg Centre for Systems Biomedicine
Lopata, Oxana
Luxembourg Centre for Systems Biomedicine
Reiche, Kristin  
Fraunhofer-Institut für Zelltherapie und Immunologie IZI  
Sewald, Katherina  
Fraunhofer-Institut für Toxikologie und Experimentelle Medizin ITEM  
Alb, Miriam
Universität Würzburg
Sakellariou, Christina
Lund University
Gogesch, Gogesch
Paul-Ehrlich-Institut Langen
Morgan, Hannah
Novartis Biomedical Research Basel
Neuhaus, Vanessa  
Fraunhofer-Institut für Toxikologie und Experimentelle Medizin ITEM  
Pham, Nhu-Nguyen
Fraunhofer-Institut für Zelltherapie und Immunologie IZI  
Sommer, Charline  
Fraunhofer-Institut für Toxikologie und Experimentelle Medizin ITEM  
Perkins, Ethan
Labcorp Drug Development
Fogal, Birgit
Boehringer Ingelheim USA
Shoaib, Muhammad
Luxembourg Centre for Systems Biomedicine
Schneider, Reinhard
Luxembourg Centre for Systems Biomedicine
Satagopam, Venkata
Luxembourg Centre for Systems Biomedicine
Ostaszewski, Marek
Luxembourg Centre for Systems Biomedicine
Journal
Frontiers in Immunology  
Open Access
File(s)
Download (2.02 MB)
Rights
CC BY 4.0: Creative Commons Attribution
DOI
10.3389/fimmu.2025.1601670
10.24406/publica-5351
Additional link
Full text
Language
English
Fraunhofer-Institut für Zelltherapie und Immunologie IZI  
Fraunhofer-Institut für Toxikologie und Experimentelle Medizin ITEM  
Keyword(s)
  • CAR T cells

  • Adverse outcome pathway (AOP)

  • Cytokine release syndrome (CRS)

  • Immunomodulatory therapies

  • Systems biology

  • Systems toxicology

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