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相关概念视频

Agonism and Antagonism: Quantification01:14

Agonism and Antagonism: Quantification

333
When drugs are administered, they can elicit either an agonist or antagonist effect on the body. Agonism occurs when a drug activates a specific receptor, triggering a biological response. On the other hand, antagonism happens when a drug binds to the same receptors but blocks their activation, thereby preventing a biological response.
To quantify these effects, researchers use a dose-response curve, which provides valuable information about the potency and efficacy of a drug. Potency refers to...
333
Protein-protein Interfaces02:04

Protein-protein Interfaces

12.5K
Many proteins form complexes to carry out their functions, making protein-protein interactions (PPIs) essential for an organism's survival. Most PPIs are stabilized by numerous weak noncovalent chemical forces. The physical shape of the interfaces determines the way two proteins interact. Many globular proteins have closely-matching shapes on their surfaces, which form a large number of weak bonds. Additionally, many PPIs occur between two helices or between a surface cleft and a...
12.5K
Protein Networks02:26

Protein Networks

3.9K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
3.9K
Factors Affecting Protein-Drug Binding: Drug Interactions01:23

Factors Affecting Protein-Drug Binding: Drug Interactions

115
Drug interactions are a critical aspect of pharmacology and can occur when two or more drugs compete for the same binding site. This competition can result in one drug displacing another, altering the effect of the displaced drug. Drug interactions are complex processes that rely heavily on how much of the displacer drug is present and how strongly it can bind to the same sites as the displaced drug.
Displacement interactions can have varying outcomes, ranging from toxicity to virtually...
115
Drug-Receptor Interactions01:29

Drug-Receptor Interactions

5.1K
Drug-receptor interaction describes the binding of receptors by drugs, but not all drug-receptor interactions result in activation and tissue response. For instance, the binding of agonists activates the receptor to generate a cellular reaction, while antagonists bind to receptors without causing their activation.
Several parameters, such as the drug's affinity for its receptor and its efficacy, which is its ability to activate the receptor, determine the drug's effect on the tissue....
5.1K
Drug-Receptor Interaction: Antagonist01:28

Drug-Receptor Interaction: Antagonist

2.8K
An antagonist is a drug that binds strongly to a receptor without activating it. An antagonist prevents other molecules, such as neurotransmitters or hormones, from binding to the receptor and triggering a cellular response. Such interaction effectively hinders the normal physiological processes mediated by the receptor, resulting in various pharmacological effects depending on the specific receptor targeted.
Antagonists can be classified as competitive or noncompetitive based on their...
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相关实验视频

Updated: Jun 14, 2025

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
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A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

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预测天然产品与药物相互作用与知识图嵌入式

Sanya B Taneja1, Israel O Dilán-Pantojas1, Richard D Boyce1

  • 1University of Pittsburgh, Pittsburgh, PA, USA.

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
|June 12, 2025
PubMed
概括

计算方法可以预测天然产品与药物相互作用 (NPDIs). 在生物医学知识图 (KG) 上,ComplEx模型在识别潜在的NPDI方面表现出卓越的性能.

科学领域:

  • 药理学 药理学是指药理学的学科.
  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学

背景情况:

  • 自然产品与药物相互作用 (NPDIs) 可以导致不良事件或降低药物的疗效.
  • 了解NPDI机制对于患者安全至关重要.
  • 自然产品是复杂的,通常表征不佳,需要先进的计算方法.

研究的目的:

  • 评估知识图 (KG) 嵌入方法用于预测NPDIs的有效性.
  • 使用生物医学KG识别潜在的NPDIs背后的机制.

主要方法:

  • 使用了一个大规模的,异构的生物医学KG (NP-KG).
  • 应用并比较了几种KG嵌入方法用于NPDI预测.
  • 使用内在和外在指标评估模型性能.

主要成果:

  • 在NPDI预测中,ComplEx KG嵌入模型显著超过了其他方法.
  • 该研究表明,KG嵌入对于推进NPDI研究的有用性.

结论:

  • 对于预测NPDIs,KG嵌入方法,特别是ComplEx非常有前途.

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  • 未来的研究将利用这些嵌入来发现新的NPDI机制.