Mazein Alexander, Lopata Oxana, Reiche Kristin, Sewald Katherina, Alb Miriam, Sakellariou Christina, Gogesch Patricia, Morgan Hannah, Neuhaus Vanessa, Pham Nhu-Nguyen, Sommer Charline, Perkins Ethan, Fogal Birgit, Shoaib Muhammad, Schneider Reinhard, Satagopam Venkata, Ostaszewski Marek
Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg.
Department of Diagnostics, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany.
Front Immunol. 2025 Aug 8;16:1601670. doi: 10.3389/fimmu.2025.1601670. eCollection 2025.
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.
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.
细胞因子释放综合征(CRS)是一种由多种免疫调节疗法引发的潜在严重全身性炎症状态,因此了解其发病机制对于改善患者预后至关重要。
结果/方法:通过结合免疫毒理学和系统生物学方法,我们提供了一种新颖且综合的CRS概念模型,将其作为一种不良结局(AO),由五种不同的免疫调节生物疗法诱导产生:1)嵌合抗原受体(CAR)T细胞,2)检查点抑制剂,3)T细胞接合双特异性疗法,4)靶向并激活T细胞受体的单克隆抗体,以及5)激活FcγR的单克隆抗体。该模型独特地将多种诱导CRS的疗法整合到一个统一框架中,提供了CRS病理生理学的全面机制表征。为此,我们构建了这些疗法的不良结局途径(AOP)CRS网络,然后绘制了与AOP网络相关的分子机制系统生物学图谱。该机制图谱可通过一个专门的在线平台获取,用于探索和数据可视化。它包括24种细胞类型、425个实体和430种相互作用。
除了静态表征外,CRS图谱还是一种用于临床和研究应用的动态工具,使研究人员和临床医生能够详细探索CRS的进展、识别生物标志物并发现潜在的治疗靶点。该图谱展示了CRS进展的阶段,并显示了可在相关免疫毒理学检测中测量的分子,以及CRS治疗干预的潜在药物靶点。