Mazein Alexander, Shoaib Muhammad, Alb Miriam, Sakellariou Christina, Sommer Charline, Sewald Katherina, Reiche Kristin, Gogesch Patricia, Roser Luise A, Ortega Iannazzo Samira, Sheth Sapna, Schiffmann Susanne, Waibler Zoe, Neuhaus Vanessa, Dehmel Susann, Satagopam Venkata, Schneider Reinhard, Ostaszewski Marek, Gu Wei
Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg.
Universitätsklinikum Würzburg, Medizinische Klinik und Poliklinik II, Lehrstuhl für Zelluläre Immuntherapie, Würzburg, Germany.
J Immunotoxicol. 2024 Oct;21(sup1):S5-S12. doi: 10.1080/1547691X.2024.2345154. Epub 2024 Dec 10.
This work focuses on the need for modeling and predicting adverse outcomes in immunotoxicology to improve nonclinical assessments of the safety of immunomodulatory therapies. The integrated approach includes, first, the adverse outcome pathway concept established in the toxicology field, and, second, the systems medicine disease map approach for describing molecular mechanisms involved in a particular pathology. The proposed systems immunotoxicology workflow is illustrated with chimeric antigen receptor (CAR) T cell treatment as a use case. To this end, the linear adverse outcome pathway (AOP) is expanded into a molecular interaction model in standard systems biology formats. Then it is shown how knowledge related to immunotoxic events can be integrated, encoded, managed, and explored to benefit the research community. The map is accessible online at https://imsavar.elixir-luxembourg.org the MINERVA Platform for browsing, commenting, and data visualization. Our work transforms a graphical illustration of an AOP into a digitally structured and standardized form, featuring precise and controlled vocabulary and supporting reproducible computational analyses. Because of annotations to source literature and databases, the map can be further expanded to match the evolving knowledge and research questions.
这项工作聚焦于免疫毒理学中对不良后果进行建模和预测的需求,以改进免疫调节疗法安全性的非临床评估。该综合方法首先包括毒理学领域确立的不良后果途径概念,其次包括用于描述特定病理学中所涉及分子机制的系统医学疾病图谱方法。以嵌合抗原受体(CAR)T细胞治疗作为实例,对所提出的系统免疫毒理学工作流程进行了说明。为此,将线性不良后果途径(AOP)扩展为标准系统生物学格式的分子相互作用模型。然后展示了如何整合、编码、管理和探索与免疫毒性事件相关的知识,以使研究界受益。该图谱可在https://imsavar.elixir-luxembourg.org(MINERVA平台)在线获取,用于浏览、评论和数据可视化。我们的工作将AOP的图形说明转化为数字结构化和标准化形式,具有精确且可控的词汇表,并支持可重复的计算分析。由于对源文献和数据库进行了注释,该图谱可进一步扩展以匹配不断发展的知识和研究问题。