Bench to Bedside Modeling of mRNA Encoding IgG Using a Multiscale Mechanistic Pharmacokinetic-Toxicokinetic (PK-TK) Model: A Case Study With Anti-Claudin 18.2

IF 2.8 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL
Devam A. Desai, Rodrigo Cristofoletti
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引用次数: 0

Abstract

In vivo expression of mRNA-encoded antibodies offers a novel platform for targeted therapies. However, translating preclinical findings to clinical applications remains challenging due to complex processes, including nanoparticle delivery, cellular uptake, mRNA translation, and target binding. This study developed a multiscale mechanistic pharmacokinetic-toxicokinetic (PK-TK) model to characterize and predict the in vivo behavior of an mRNA therapeutic encoding an anti-claudin 18.2 IgG, scaling from preclinical models to human predictions. The model integrates key processes: (i) lipid nanoparticle (LNP)-mediated delivery and endocytosis via low-density lipoprotein receptors (LDLR), (ii) endosomal escape and mRNA release, (iii) cytoplasmic mRNA translation into IgG, (iv) IgG systemic distribution and target binding, and (v) transient cytokine elevation triggered by exogenous mRNA. Model development leveraged published in vitro and in vivo data from mice, rats, and non-human primates (NHPs). Allometric scaling principles and inter-species differences in LDLR expression enabled human translation. Sensitivity analysis identified critical translational bottlenecks. The model successfully recapitulated the time course of mRNA, expressed IgG, and cytokine/chemokine levels in mice following intravenous administration. For human predictions, simulations of receptor occupancy and systemic exposure of encoded antibody informed the selection of 0.01 mg/kg as the starting dose for first-in-human trials. By highlighting species-specific differences in nanoparticle processing and mRNA translation kinetics, this framework provides a rational basis for dose selection. Applicable to other mRNA-based protein therapeutics, this multiscale PK-TK model enhances translational predictability, streamlining clinical development.

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基于多尺度机制药代动力学-毒性动力学(PK-TK)模型的mRNA编码IgG的实验室到床边建模:以Anti-Claudin 18.2为例
mrna编码抗体的体内表达为靶向治疗提供了一个新的平台。然而,将临床前研究结果转化为临床应用仍然具有挑战性,这是一个复杂的过程,包括纳米颗粒递送、细胞摄取、mRNA翻译和靶标结合。本研究建立了一个多尺度机制药代动力学-毒代动力学(PK-TK)模型,以表征和预测抗克劳丁18.2 IgG mRNA治疗性编码的体内行为,从临床前模型扩展到人类预测。该模型整合了关键过程:(i)脂质纳米颗粒(LNP)通过低密度脂蛋白受体(LDLR)介导的递送和内吞作用,(ii)内体逃逸和mRNA释放,(iii)细胞质mRNA翻译成IgG, (iv) IgG全身分布和靶结合,以及(v)外源mRNA触发的短暂细胞因子升高。模型开发利用了小鼠、大鼠和非人灵长类动物(NHPs)的体外和体内数据。异速缩放原理和物种间LDLR表达差异使人类翻译成为可能。敏感性分析确定了关键的翻译瓶颈。该模型成功再现了小鼠静脉给药后mRNA、表达IgG和细胞因子/趋化因子水平的时间过程。对于人体的预测,受体占用和编码抗体的全身暴露模拟告知选择0.01 mg/kg作为首次人体试验的起始剂量。通过强调纳米颗粒加工和mRNA翻译动力学的物种特异性差异,该框架为剂量选择提供了合理的依据。适用于其他基于mrna的蛋白质治疗,这种多尺度PK-TK模型提高了翻译的可预测性,简化了临床开发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cts-Clinical and Translational Science
Cts-Clinical and Translational Science 医学-医学:研究与实验
CiteScore
6.70
自引率
2.60%
发文量
234
审稿时长
6-12 weeks
期刊介绍: Clinical and Translational Science (CTS), an official journal of the American Society for Clinical Pharmacology and Therapeutics, highlights original translational medicine research that helps bridge laboratory discoveries with the diagnosis and treatment of human disease. Translational medicine is a multi-faceted discipline with a focus on translational therapeutics. In a broad sense, translational medicine bridges across the discovery, development, regulation, and utilization spectrum. Research may appear as Full Articles, Brief Reports, Commentaries, Phase Forwards (clinical trials), Reviews, or Tutorials. CTS also includes invited didactic content that covers the connections between clinical pharmacology and translational medicine. Best-in-class methodologies and best practices are also welcomed as Tutorials. These additional features provide context for research articles and facilitate understanding for a wide array of individuals interested in clinical and translational science. CTS welcomes high quality, scientifically sound, original manuscripts focused on clinical pharmacology and translational science, including animal, in vitro, in silico, and clinical studies supporting the breadth of drug discovery, development, regulation and clinical use of both traditional drugs and innovative modalities.
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