Sasaki Tomohiro, Katsube Takayuki, Hayato Seiichi, Yamaguchi Shingo, Tanaka Jun, Yoshimatsu Hiroki, Nakanishi Yushi, Kitamura Atsushi, Watase Hirotaka, Suganami Hideki, Matsuoka Nobushige, Hasegawa Chihiro
Clinical Pharmacology, Otsuka Pharmaceutical Co., Ltd., Osaka, Japan.
Clinical Pharmacology and Pharmacokinetics, Shionogi & Co., Ltd., Osaka, Japan.
J Pharmacokinet Pharmacodyn. 2025 Jan 6;52(1):10. doi: 10.1007/s10928-024-09954-3.
Model-informed drug development (MIDD) is an approach to improve the efficiency of drug development. To promote awareness and application of MIDD in Japan, the Data Science Expert Committee of the Drug Evaluation Committee in the Japan Pharmaceutical Manufacturers Association established a task force, which surveyed MIDD applications for approved products in Japan. This study aimed to reveal the trends and challenges in the use of MIDD by analyzing the survey results. A total of 322 cases approved in Japan between January 2020 and March 2022 as medical products were included in the survey. Modeling analysis was performed in approximately half of the cases (47.8% [154/322]) and formed a major basis for the selection or justification of dosage and administration in approximately one-fourth of the cases [24.2% (78/322)]. Modeling analysis/model-based dose selection was frequently conducted in cases involving monoclonal antibodies, first indication, orphan drugs, and multi-regional trials. Moreover, the survey results indicated that modeling analyses contributed to dose optimization throughout the developmental phases, including changing dose levels from phase II to phase III and dose adjustment in special populations. Japanese data were included in most cases in which modeling analysis was used for dosage selection. Thus, modelling analysis may also address ethnic factors introduced in the ICH E5 and/or E17 guidelines. In summary, this survey is useful for understanding the current status of MIDD use in Japan and for future drug development.
模型引导的药物研发(MIDD)是一种提高药物研发效率的方法。为促进MIDD在日本的认知和应用,日本制药商协会药物评估委员会的数据科学专家委员会成立了一个特别工作组,该工作组对日本已批准产品的MIDD应用情况进行了调查。本研究旨在通过分析调查结果揭示MIDD使用中的趋势和挑战。调查纳入了2020年1月至2022年3月期间在日本作为医疗产品批准的322个案例。约一半的案例(47.8%[154/322])进行了建模分析,约四分之一的案例[24.2%(78/322)]中建模分析构成了剂量和给药选择或合理性论证的主要依据。在涉及单克隆抗体、首个适应症、孤儿药和多区域试验的案例中,经常进行建模分析/基于模型的剂量选择。此外,调查结果表明,建模分析有助于在整个研发阶段进行剂量优化,包括从II期到III期改变剂量水平以及在特殊人群中调整剂量。在大多数使用建模分析进行剂量选择的案例中纳入了日本数据。因此,建模分析也可能解决了ICH E5和/或E17指南中引入的种族因素。总之,本次调查有助于了解日本MIDD的使用现状以及未来的药物研发。