在药物发现中利用网络药理学:一种综合方法
Chandra Prakash Joshi1, Ashish Baldi2, Neeraj Kumar3
1Department of Pharmaceutical Sciences, Mohanlal Sukhadia University, Udaipur, Rajasthan, India.
Naunyn-Schmiedeberg's archives of pharmacology
|December 2, 2024
概括
网络药理学 (NP) 为药物发现提供了一种新的多目标方法,克服了传统方法的局限性. 这种方法整合了生物学,药理学和计算,以加强复杂疾病的药物开发.
科学领域:
- 药理学 药理学是指药理学的学科.
- 计算生物学 计算生物学
- 系统生物学 系统生物学
背景情况:
- 传统的药物发现 (一种药物-一种标) 是缓慢的,昂贵的,而且成功率低.
- 网络药理学 (NP) 是一种使用多目标策略的新方法.
- NP整合了系统生物学,药理学和计算技术,以解决传统方法的局限性.
研究的目的:
- 探索网络药理学的理论框架.
- 讨论构建药物标和疾病基因网络的方法.
- 突出NP在复杂疾病中的应用和未来的进展.
主要方法:
- 绘制生物网络的地图,以了解分子相互作用.
- 使用数据挖掘,生物信息学和计算模型.
- 预测药物行为,重新定位药物的用途,并确定新的治疗点.
主要成果:
- NP提供了对药物机制,多药理学和疾病病因学的见解.
- 在治疗癌症,神经退行性,心血管和传染病等复杂疾病方面表现出潜力.
- 识别复杂疾病机制的多目标药物.
结论:
- NP面临的挑战包括数据质量,计算复杂性和监管障碍.
- 人工智能,机器学习和动态网络建模方面的进步可以提高NP的有效性.
- NP有可能彻底改变药物发现,使个性化医疗和药物重新用途成为可能.
相关概念视频
Drug Discovery: Overview
7.5K
Drug discovery is a multifaceted process involving extensive screening, testing, and optimization of lead compounds to identify potential new drugs for therapeutic use. It combines several approaches, including screening large numbers of natural products, chemical modification of known active molecules, identification of new drug targets, and rational design based on biological mechanisms and drug-receptor structure. These approaches are carried out in both academic research laboratories and...
7.5K
Structure-Activity Relationships and Drug Design
554
Drug design is a dynamic field that involves discovering and developing new medications based on specific biological targets. This process heavily relies on structure-activity relationships (SAR) and quantitative structure-activity relationships (QSAR) to guide the design and optimization of efficient drugs.
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
554
Pharmacodynamics: Overview and Principles
958
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...
958
Nonlinear Pharmacokinetics: Bioavailability and Protein-Drug Binding
117
When a drug follows nonlinear pharmacokinetics, its bioavailability, the amount of the drug that reaches the systemic circulation, can change with different doses. This is due to the presence of a saturable pathway. The pathway becomes saturated as the drug concentration increases, decreasing the absorption rate. Consequently, the drug's bioavailability may be lower than expected at higher doses.
To quantify the extent of bioavailability, pharmacologists often use a parameter called .
To quantify the extent of bioavailability, pharmacologists often use a parameter called .
117
Analysis of Population Pharmacokinetic Data
232
Analysis of population pharmacokinetic data involves studying the behavior of drugs within diverse populations to understand their pharmacokinetic parameters. Traditional pharmacokinetic methods typically involve collecting samples from a few individuals and estimating these parameters. While these methods are commonly used, they have limitations in capturing the variability in drug response among individuals or heterogeneous populations. Population pharmacokinetics is employed to address these...
232
Nonlinear Pharmacokinetics: Overview
274
Nonlinear or dose-dependent pharmacokinetics is a phenomenon that occurs when the pharmacokinetic parameters of certain drugs deviate from linear pharmacokinetics at higher doses. These drugs do not follow the expected first-order kinetics, where the rate of drug elimination is directly proportional to the drug concentration. Instead, they exhibit a nonlinear relationship, which can be attributed to several factors.
Nonlinearity can arise due to the saturation of plasma protein-binding or...
Nonlinearity can arise due to the saturation of plasma protein-binding or...
274


