TY - JOUR
T1 - An explorable model of an adverse outcome pathway of cytokine release syndrome related to the administration of immunomodulatory biotherapeutics and cellular therapies
AU - Mazein, Alexander
AU - Lopata, Oxana
AU - Reiche, Kristin
AU - Sewald, Katherina
AU - Alb, Miriam
AU - Sakellariou, Christina
AU - Gogesch, Patricia
AU - Morgan, Hannah
AU - Neuhaus, Vanessa
AU - Pham, Nhu Nguyen
AU - Sommer, Charline
AU - Perkins, Ethan
AU - Fogal, Birgit
AU - Shoaib, Muhammad
AU - Schneider, Reinhard
AU - Satagopam, Venkata
AU - Ostaszewski, Marek
N1 - Copyright © 2025 Mazein, Lopata, Reiche, Sewald, Alb, Sakellariou, Gogesch, Morgan, Neuhaus, Pham, Sommer, Perkins, Fogal, Shoaib, Schneider, Satagopam and Ostaszewski.
PY - 2025
Y1 - 2025
N2 - 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.
AB - 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.
KW - adverse outcome pathway (AOP)
KW - CAR T cells
KW - cytokine release syndrome (CRS)
KW - immunomodulatory therapies
KW - systems biology
KW - systems toxicology
KW - Immunomodulation
KW - Humans
KW - Cytokine Release Syndrome/etiology
KW - Immunotherapy, Adoptive/adverse effects
KW - Cell- and Tissue-Based Therapy/adverse effects
KW - Antibodies, Monoclonal/adverse effects
KW - Systems Biology
KW - Immune Checkpoint Inhibitors/adverse effects
KW - Cytokines/metabolism
UR - https://www.scopus.com/pages/publications/105013871881
U2 - 10.3389/fimmu.2025.1601670
DO - 10.3389/fimmu.2025.1601670
M3 - Article
C2 - 40861455
AN - SCOPUS:105013871881
SN - 1664-3224
VL - 16
JO - Frontiers in Immunology
JF - Frontiers in Immunology
M1 - 1601670
ER -