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相关概念视频

Structure-Activity Relationships and Drug Design01:28

Structure-Activity Relationships and Drug Design

597
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...
597
Adrenergic Agonists: Chemistry and Structure-Activity Relationship01:16

Adrenergic Agonists: Chemistry and Structure-Activity Relationship

2.6K
Adrenergic agonists' structure-activity relationship (SAR) determines their selectivity and efficacy. These agonists comprise a phenylethylamine moiety with an aromatic ring and an ethylamine side chain.
Aromatic ring substitutions: Substituting the aromatic ring with –OH groups at positions 3 and 4 yields catecholamines (e.g., epinephrine), which have a high affinity for adrenoceptors. Hydrogen bonding between –OH groups and receptors enhances adrenergic activity.
Separation of...
2.6K
Mechanistic Models: Overview of Compartment Models01:21

Mechanistic Models: Overview of Compartment Models

68
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...
68
Pharmacovigilance01:19

Pharmacovigilance

774
Post-marketing surveillance is a critical component of pharmaceutical regulation, often uncovering unanticipated adverse drug reactions (ADRs) once a drug is widely used over an extended period.
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
774
Pharmacokinetic Models: Comparison and Selection Criterion01:26

Pharmacokinetic Models: Comparison and Selection Criterion

45
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.
45
Pharmacokinetic Models: Overview01:20

Pharmacokinetic Models: Overview

592
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...
592

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相关实验视频

Updated: Jun 7, 2025

Measurement of Heart Contractility in Isolated Adult Human Primary Cardiomyocytes
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Measurement of Heart Contractility in Isolated Adult Human Primary Cardiomyocytes

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量化结构-活动关系模型用于预测心脏不良影响.

Zhongyu Mou1, Patra Volarath1, Rebecca Racz1

  • 1FDA Center for Drug Evaluation and Research (CDER), Silver Spring, Maryland 20903, United States.

Chemical research in toxicology
|November 13, 2024
PubMed
概括

新模型预测药物诱导的心脏毒性,这是药物开发失败的主要原因. 这些工具评估各种心脏风险,帮助药物发现和安全性评估.

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In Silico Modeling Method for Computational Aquatic Toxicology of Endocrine Disruptors: A Software-Based Approach Using QSAR Toolbox
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Laser-Induced Action Potential-Like Measurements of Cardiomyocytes on Microelectrode Arrays for Increased Predictivity of Safety Pharmacology
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相关实验视频

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In Silico Modeling Method for Computational Aquatic Toxicology of Endocrine Disruptors: A Software-Based Approach Using QSAR Toolbox
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Laser-Induced Action Potential-Like Measurements of Cardiomyocytes on Microelectrode Arrays for Increased Predictivity of Safety Pharmacology
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科学领域:

  • 药理学 药理学是指药理学的学科.
  • 毒理学 毒理学 毒理学
  • 计算化学的计算化学

背景情况:

  • 药物诱导的心脏毒性是药物候选人在开发过程中消耗的重要因素.
  • 早期和准确的心脏毒性评估对于监管部门的批准至关重要.

研究的目的:

  • 开发各种药物诱导的心脏不良事件的预测模型.
  • 加强在临床前和临床阶段对候选药物的安全性评估.

主要方法:

  • 从FDA 2002年药物不良事件报告系统中提取了市场上市后的不良事件数据.
  • 使用了243个与心脏毒性相关的首选术语,分为12个临床相关的类别.
  • 采用两个商业定量结构-活动关系 (QSAR) 平台来构建预测模型.

主要成果:

  • 开发了12个模型,涵盖了各种心脏终点,如心脏骤停,心力衰竭和心律不整.
  • 在交叉验证中达到高达80%的灵敏度和80%的负预测性.
  • 集成多个数据源,包括药物标签,文献和临床数据.

结论:

  • 开发的QSAR模型提供了快速,可靠和全面的心脏毒性预测.
  • 这些模型可以在药物发现和监管安全评估过程中显著帮助.
  • 有助于在发育早期识别潜在的心脏毒性化合物.