一个统一的解释药物重用和药理学变性基于古典和统计热力学
Richard Head1, Saiful Islam1, Jennifer H Martin2
1Drug Discovery and Development, Clinical and Health Sciences, University of South Australia, Adelaide, South Australia, Australia.
Pharmacology research & perspectives
|July 27, 2025
概括
药物重定向利用药理学性,这是一个植根于热力学和信息理论的概念. 这种方法最大限度地利用了从现有药物中获得的信息,为治疗开发提供了新的途径.
科学领域:
- 药理学和热力学学
- 药物开发中的信息理论.
背景情况:
- 药物再利用是开发新疗法的一个不断增长的领域.
- 重新设计的药物往往是偶然发现的,突出显示了药理学上的多益性.
- 虽然在遗传学中理解了药理学质性,但在药物重定位方面探索的较少.
研究的目的:
- 检查药理学性质及其在药物重新利用中的热力学基础.
- 探索热力学和信息理论如何定义药物重用.
- 提出一种新的药物再利用途径,利用现有的药物信息.
主要方法:
- 对药理学性质及其热力学基础的审查.
- 信息理论 (香农) 和统计力学 (博尔兹曼) 的应用.
- 使用热力学原理,如吉布斯的结合自由能量.
主要成果:
- 药物重用可以通过信息理论和统计力学原理来定义.
- 重新设计的药物包含了超出其原始合理设计的重要信息.
- 治疗药物作为信息和指令传递的促进者.
结论:
- 由热力学控制的药理学形性是理解药物重新用途的关键.
- 信息理论和统计力学为定义药物重用提供了一个框架.
- 整合AI/ML与这些原则为药物发现提供了未来的机会.
关键词:
药物重用是为了改变药物的用途.信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息类型的类型.这是一种serendipity.治疗药物 治疗药物相关概念视频
Pharmacokinetic Models: Comparison and Selection Criterion
150
Physiological and compartmental models are valuable tools used in studying biological systems. These models rely on differential equations to maintain mass balance within the system, ensuring an accurate representation of the dynamic processes at play.
Physiological models take a detailed approach by considering specific molecular processes. They can predict drug distribution, metabolism, and elimination changes, providing a comprehensive understanding of how drugs interact with the body.
Physiological models take a detailed approach by considering specific molecular processes. They can predict drug distribution, metabolism, and elimination changes, providing a comprehensive understanding of how drugs interact with the body.
150
Pharmacokinetic Models: Overview
1.1K
Pharmacokinetic models utilize mathematical analysis to achieve a detailed quantitative understanding of a drug's life cycle within the body. They are instrumental in simulating a drug's pharmacokinetic parameters, predicting drug concentrations over time, optimizing dosage regimens, linking concentrations with pharmacologic activity, and estimating potential toxicity.
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal...
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal...
1.1K
Mechanistic Models: Overview of Compartment Models
166
Mechanistic models, a category encompassing both physiological and compartmental modeling, differ from empirical models' approaches to incorporating known factors about the systems being modeled. Empirical models describe data with minimal assumptions, while mechanistic models aim to provide a robust description of available data by specifying assumptions and integrating known factors about the system. Compartmental analysis is a key example of a mechanistic model in pharmacokinetics and...
166
Pharmacodynamics: Overview and Principles
2.1K
Pharmacodynamics is a scientific field that delves into drugs' intricate biochemical, cellular, and physiological effects on the human body. The study of pharmacodynamics helps us understand how drugs interact with the body and elicit various responses.
Most drugs' effects result from their interactions with drug receptors or targets within the body. These interactions trigger specific responses at the cellular or systemic level. Drug receptors can be found on the surfaces of cells or...
Most drugs' effects result from their interactions with drug receptors or targets within the body. These interactions trigger specific responses at the cellular or systemic level. Drug receptors can be found on the surfaces of cells or...
2.1K
Physiological Pharmacokinetic Models: Assumption with Protein Binding
92
Physiological models with protein binding in pharmacokinetics offer a sophisticated approach to understanding drug disposition. These models consider drug-protein interactions, enabling them to effectively predict drug concentrations in different organs and tissues. This precision aids in accurate drug dosing, providing a significant advantage over conventional models. A key process within these models is equilibration, which ensures that drug concentrations achieve a steady state within the...
92
Model Approaches for Pharmacokinetic Data: Physiological Models
112
Physiological models in pharmacokinetics are instrumental in understanding the distribution and elimination of drugs within the body. These models describe the drug concentration within target organs, influenced by factors such as drug uptake, tissue volume, and blood flow. Drug uptake is governed by the partition coefficient, which signifies the drug concentration ratio in tissue to that in the blood. The blood flow rate to a specific tissue is expressed as Qt, and the rate of change in tissue...
112


