Clinical Pharmacology, Modeling, and Simulation, Amgen Inc., South San Francisco, California, USA.
Clinical Pharmacology, Modeling and Simulation, Amgen Inc., Thousand Oaks, California, USA.
Clin Pharmacol Ther. 2024 May;115(5):1054-1064. doi: 10.1002/cpt.3160. Epub 2024 Jan 28.
Approved and emerging siRNA therapeutics are primarily designed for targeted delivery to liver where the therapeutic gene silencing effects occurs. Impairment of hepatic/renal function and its impact on siRNA pharmacokinetics/pharmacodynamics (PKs/PDs) are yet to be mechanistically evaluated to describe the unanticipated clinical observations for this novel modality. We developed pathophysiologically relevant models for organ impairment within a physiologically-based PK-PD (PBPK-PD) modeling framework focusing on modality-specific mechanistic factors to evaluate impact on siRNA PKs and PDs. PBPK-PD models for two US Food and Drug Administration (FDA) approved siRNAs inclisiran and vutrisiran were developed as case studies leveraging available tissue-specific data and translated to humans. Key determinants of the clinical PK and PD of N-acetylgalactosamine conjugated siRNAs (GalNAc-siRNAs) with varying sequences were also identified to inform effective clinical translation strategies for emerging GalNAc-siRNA candidates. A 30-70% reduction in hepatic asialoglycoprotein receptors concentrations still allowed for sufficient amount of free cytoplasmic siRNA for RISC-loading to produce PD effects comparable in extent and duration to normal liver function. This included severe hepatic impairment for which no clinical data are available. Inclusion of other modality agnostic physiological changes relevant to organ impairment did not alter the findings. Changes in renal physiologies, including changes in GFR across various degrees of impairment, well predicted minimal changes in PD for inclisiran and vutrisiran. This work provides a quantitative mechanistic framework and insights on modality-specific factors that drive clinical translation and patient/disease-related factors that impact specific dosing considerations and clinical outcomes to help accelerate the optimal development of siRNA therapeutics.
已批准和新兴的 siRNA 疗法主要设计用于靶向递送至肝脏,在肝脏中发生治疗性基因沉默效应。肝/肾功能损害及其对 siRNA 药代动力学/药效学(PKs/PDs)的影响尚未通过机制评估来描述这种新治疗模式的意外临床观察。我们在基于生理学的 PK-PD(PBPK-PD)建模框架内开发了与器官损害相关的病理生理学模型,重点关注特定于模式的机制因素,以评估其对 siRNA PKs 和 PDs 的影响。作为案例研究,利用可用的组织特异性数据并将其转化为人类,开发了两种美国食品和药物管理局(FDA)批准的 siRNA inclisiran 和 vutrisiran 的 PBPK-PD 模型。还确定了具有不同序列的 N-乙酰半乳糖胺缀合 siRNA(GalNAc-siRNA)的临床 PK 和 PD 的关键决定因素,以告知新兴 GalNAc-siRNA 候选药物的有效临床转化策略。尽管肝内去唾液酸糖蛋白受体浓度降低 30-70%,但仍有足够数量的游离细胞质 siRNA 用于 RISC 加载,从而产生与正常肝功能相当的 PD 效应。这包括严重的肝损伤,目前尚无临床数据。纳入与器官损害相关的其他模式不可知的生理变化不会改变研究结果。各种程度的肾功能损害引起的肾功能变化,包括肾小球滤过率的变化,很好地预测了 inclisiran 和 vutrisiran 的 PD 变化极小。这项工作提供了一个定量的机制框架和对模式特异性因素的深入了解,这些因素推动了临床转化以及患者/疾病相关因素对特定剂量考虑和临床结果的影响,有助于加速 siRNA 治疗剂的最佳开发。