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回顾性评估转化药代动力学-药效学模型性能:以双重 PI3K/mTOR 抑制剂阿皮利司博为例的案例研究。

Retrospective Assessment of Translational Pharmacokinetic-Pharmacodynamic Modeling Performance: A Case Study with Apitolisib, a Dual PI3K/mTOR Inhibitor.

机构信息

Faculty of Pharmaceutical Sciences, University of British Columbia, Office 5505, Pharmaceutical Sciences Building, Vancouver, BC, Canada.

Genentech, Inc., South San Francisco, CA, USA.

出版信息

Drugs R D. 2024 Jun;24(2):155-167. doi: 10.1007/s40268-024-00459-5. Epub 2024 May 3.

Abstract

BACKGROUND AND OBJECTIVES

Despite significant progress in biomedical research, the rate of success in oncology drug development remains inferior to that of other therapeutic fields. Mechanistic models provide comprehensive understanding of the therapeutic effects of drugs, which is crucial for designing effective clinical trials. This study was performed to acquire a better understanding of PI3K-AKT-TOR pathway modulation and preclinical to clinical translational bridging for a specific compound, apitolisib (PI3K/mTOR inhibitor), by developing integrated mechanistic models.

METHODS

Integrated pharmacokinetic (PK)-pharmacodynamic (PD)-efficacy models were developed for xenografts bearing human renal cell adenocarcinoma and for patients with solid tumors (phase 1 studies) to characterize relationships between exposure of apitolisib, modulation of the phosphorylated Akt (pAkt) biomarker triggered by inhibition of the PI3K-AKT-mTOR pathway, and tumor response.

RESULTS

Both clinical and preclinical integrated models show a steep sigmoid curve linking pAkt inhibition to tumor growth inhibition and quantified that a minimum of 35-45% pAkt modulation is required for tumor shrinkage in patients, based on platelet-rich plasma surrogate matrix and in xenografts based on tumor tissue matrix. Based on this relationship between targeted pAkt modulation and tumor shrinkage rate, it appeared that a constant pAkt inhibition of 61% and 65%, respectively, would be necessary to achieve tumor stasis in xenografts and patients.

CONCLUSIONS

These results help when it comes to evaluating the translatability of the preclinical analysis to the clinical target, and provide information that will enhance the value of future preclinical translational dose-finding and dose-optimization studies to accelerate clinical drug development.

TRIAL REGISTRY

ClinicalTrials.gov NCT00854152 and NCT00854126.

摘要

背景和目的

尽管在生物医学研究方面取得了重大进展,但肿瘤药物开发的成功率仍低于其他治疗领域。机制模型提供了对药物治疗效果的全面理解,这对于设计有效的临床试验至关重要。本研究旨在通过开发综合机制模型,更好地了解 PI3K-AKT-TOR 通路的调节以及从临床前到临床的转化桥接,以获得一种特定化合物阿皮替尼(PI3K/mTOR 抑制剂)的理解。

方法

为携带人肾细胞腺癌的异种移植物和实体瘤患者(I 期研究)开发了综合药代动力学(PK)-药效学(PD)-疗效模型,以表征阿皮替尼的暴露与抑制 PI3K-AKT-mTOR 通路引发的磷酸化 Akt(pAkt)生物标志物的调节之间的关系以及肿瘤反应。

结果

临床和临床前综合模型均显示出一条陡峭的 S 形曲线,将 pAkt 抑制与肿瘤生长抑制联系起来,并根据富含血小板的血浆替代基质和基于肿瘤组织基质的异种移植物,定量得出患者中至少需要 35-45%的 pAkt 调节才能使肿瘤缩小。基于靶向 pAkt 调节与肿瘤缩小率之间的这种关系,在异种移植物和患者中分别需要 61%和 65%的恒定 pAkt 抑制,才能实现肿瘤稳定。

结论

这些结果有助于评估临床前分析对临床靶标的可转化性,并提供信息,增强未来临床前转化剂量发现和剂量优化研究的价值,以加速临床药物开发。

试验注册

ClinicalTrials.gov NCT00854152 和 NCT00854126。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fdf5/11315854/34817c5fa127/40268_2024_459_Fig1_HTML.jpg

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