{"title":"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","authors":"Devam A. Desai, Rodrigo Cristofoletti","doi":"10.1111/cts.70356","DOIUrl":null,"url":null,"abstract":"<p>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.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 9","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ascpt.onlinelibrary.wiley.com/doi/epdf/10.1111/cts.70356","citationCount":"0","resultStr":"{\"title\":\"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\",\"authors\":\"Devam A. Desai, Rodrigo Cristofoletti\",\"doi\":\"10.1111/cts.70356\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>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.</p>\",\"PeriodicalId\":50610,\"journal\":{\"name\":\"Cts-Clinical and Translational Science\",\"volume\":\"18 9\",\"pages\":\"\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-09-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ascpt.onlinelibrary.wiley.com/doi/epdf/10.1111/cts.70356\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cts-Clinical and Translational Science\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://ascpt.onlinelibrary.wiley.com/doi/10.1111/cts.70356\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cts-Clinical and Translational Science","FirstCategoryId":"3","ListUrlMain":"https://ascpt.onlinelibrary.wiley.com/doi/10.1111/cts.70356","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
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
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.
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.