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引入数字药物计量学:用于处方数字疗法的药代动力学(PK)/药效学(PD)框架。

Introducing Digital Pharmacometrics: A Pharmacokinetics (PK)/Pharmacodynamics (PD) Framework for Prescription Digital Therapeutics.

作者信息

Lakhan Shaheen E

机构信息

Medical Office, Click Therapeutics, Inc., New York, USA.

Department of Neurology, Western University of Health Sciences, Pomona, USA.

出版信息

Cureus. 2025 May 15;17(5):e84195. doi: 10.7759/cureus.84195. eCollection 2025 May.

Abstract

Prescription digital therapeutics (PDTs) are FDA-authorized, clinically validated software applications that deliver behavioral and cognitive interventions through digital platforms. While these therapeutics are prescribed and regulated like drugs, they lack an established pharmacologic framework to define how digital content is delivered, processed, and translated into clinical benefit. In this editorial, we draw on rich experience in drug and PDT development to introduce the emerging discipline of digital pharmacometrics: the application of pharmacokinetics (PK) and pharmacodynamics (PD) principles to software-based medicine. We redefine classical concepts such as dose, exposure, and the absorption, distribution, metabolism, and excretion (ADME) framework for the context of digital therapeutics and identify Digital Working Alliance (DWA) formation as a critical modulator of therapeutic bioavailability. We also characterize digital PD through the development of dose-exposure-response curves that capture behavioral, biometric, and clinical outcomes, enabling closed-loop, adaptive therapeutic systems. This digital PK/PD model supports better trial design, labeling clarity, regulatory oversight, clinical guidance, and reimbursement models. By formally codifying how PDTs interact with patients and produce effects, digital pharmacometrics provides the scientific foundation necessary to scale precision software medicine.

摘要

处方数字疗法(PDTs)是经美国食品药品监督管理局(FDA)授权且经过临床验证的软件应用程序,通过数字平台提供行为和认知干预。虽然这些疗法像药物一样需要处方并受到监管,但它们缺乏一个既定的药理学框架来定义数字内容如何传递、处理并转化为临床益处。在这篇社论中,我们借鉴药物和PDT开发方面的丰富经验,引入新兴的数字药物计量学学科:将药代动力学(PK)和药效学(PD)原理应用于基于软件的医学。我们针对数字疗法的背景重新定义了诸如剂量、暴露以及吸收、分布、代谢和排泄(ADME)框架等经典概念,并将数字工作联盟(DWA)的形成确定为治疗生物利用度的关键调节因素。我们还通过绘制捕捉行为、生物特征和临床结果的剂量 - 暴露 - 反应曲线来描述数字PD,从而实现闭环、自适应治疗系统。这种数字PK/PD模型有助于更好地进行试验设计、使标签更清晰、加强监管监督、提供临床指导以及完善报销模式。通过正式编纂PDT与患者的相互作用方式及其产生效果的方式,数字药物计量学为扩大精准软件医学规模提供了必要的科学基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3956/12083506/16c8c1c65e71/cureus-0017-00000084195-i01.jpg

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