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A well-characterized mechanistic Model for exploring known or hypothesized T cell -mediated drug induced liver injury: current capabilities and challenges for future predictivity

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Taylor & Francis Group2025-05-23 更新2026-04-16 收录
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https://tandf.figshare.com/articles/dataset/A_well-characterized_mechanistic_Model_for_exploring_known_or_hypothesized_T_cell_-mediated_drug_induced_liver_injury_current_capabilities_and_challenges_for_future_predictivity/28934069/1
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资源简介:
Drug-induced liver injury (DILI) is an adverse event whose emergence can slow or halt drug development programs. Adaptive immune responses have been implicated for several DILI compounds, and drug-specific T cell responses have been characterized, but there are still many unknowns. We describe the extension of a quantitative systems toxicology (QST) model of DILI to include CD8<sup>+</sup> T cell-mediated DILI. To overcome deficits in quantitative data characterizing CD8<sup>+</sup> T cell-mediated DILI, a translational strategy leveraged a well-defined mouse ovalbumin (OVA) antigen model and adapted it to represent mouse amodiaquine (AQ)-specific CD8<sup>+</sup> T cell-mediated DILI, with further adaptations to represent human AQ-specific CD8<sup>+</sup> T cell-mediated DILI. DILIsym reproduced published data characterizing mouse OVA-specific CD8<sup>+</sup> T cell-mediated hepatotoxicity, mouse AQ-specific CD8<sup>+</sup> T cell-mediated DILI, and human AQ-specific CD8<sup>+</sup> T cell-mediated DILI. Development identified main drivers of the CD8<sup>+</sup> T cell response, as well as areas where <i>in vitro</i> assay data could inform the simulation of additional compounds. The DILIsym CD8<sup>+</sup> T cell sub-model is well-positioned for systematic testing to improve our understanding of CD8<sup>+</sup> T cell-mediated DILI. It is not yet predictive but indicates a promising direction to reduce DILI events in drug development.
提供机构:
Kenz, Zackary R.; Shoda, Lisl K.M.; Clemens, Lara; Battista, Christina
创建时间:
2025-05-05
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