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相关概念视频

Conserved Binding Sites01:49

Conserved Binding Sites

4.1K
Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
4.1K
Ligand Binding Sites02:40

Ligand Binding Sites

12.6K
Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
12.6K
Protein-protein Interfaces02:04

Protein-protein Interfaces

12.4K
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...
12.4K
The Equilibrium Binding Constant and Binding Strength02:18

The Equilibrium Binding Constant and Binding Strength

12.7K
The equilibrium binding constant (Kb) quantifies the strength of a protein-ligand interaction. Kb can be calculated as follows when the reaction is at equilibrium:
12.7K
Ligand Binding and Linkage00:49

Ligand Binding and Linkage

4.7K
Allosteric proteins have more than one ligand binding site; the binding of a ligand to any of these sites influences the binding of ligands to the other sites. When a protein is allosteric, its binding sites are called coupled or linked.  In the case of enzymes, the site that binds to the substrate is known as the active site and the other site is known as the regulatory site. When a ligand binds to the regulatory site, this leads to conformational changes in the protein that can influence...
4.7K
Allosteric Proteins-ATCase01:19

Allosteric Proteins-ATCase

5.6K
Binding sites linkages can regulate a protein's function.  For example, enzyme activity is often regulated through a feedback mechanism where the end product of the biochemical process serves as an inhibitor.
Aspartate transcarbamoylase (ATCase) is a cytosolic enzyme that catalyzes the condensation of L-aspartate and carbamoyl phosphate to  N-carbamoyl-L-aspartate. This reaction is the first step in pyrimidine biosynthesis. UTP and CTP, the end products of the pyrimidine synthesis...
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相关实验视频

Updated: May 22, 2025

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

Published on: January 26, 2024

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计算方法用于对宏分子的结合部位预测.

Igor Kozlovskii1,2,3, Petr Popov1,2,3

  • 1Constructor Knowledge Labs, Bremen, Germany.

Quarterly reviews of biophysics
|March 12, 2025
PubMed
概括
此摘要是机器生成的。

机器学习加速了对蛋白质和RNA等生物分子的结合部位的识别. 这种计算方法通过为药物设计找到新的交互点来帮助药物发现.

关键词:
生物信息学是一种生物信息学.动力学 动力学 动力学功能 功能 功能 功能 功能核酸结构 核酸结构蛋白质结构 蛋白质结构

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A Protocol for Computer-Based Protein Structure and Function Prediction
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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules

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相关实验视频

Last Updated: May 22, 2025

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

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A Protocol for Computer-Based Protein Structure and Function Prediction
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A Protocol for Computer-Based Protein Structure and Function Prediction

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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
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科学领域:

  • 生物化学和结构生物学
  • 计算化学计算化学
  • 药理学 药理学是指药理学的学科.

背景情况:

  • 生物分子 (蛋白质,RNA) 上的结合点对于分子相互作用至关重要.
  • 结合点的实验性识别是昂贵且缓慢的.
  • 计算方法为绑定站点分析提供了有效的替代方案.

研究的目的:

  • 审查最近在计算绑定位点识别方面的进展.
  • 基于数据编码和相互作用分子类型的机器学习方法进行分类.
  • 讨论该领域的未来前景和挑战.

主要方法:

  • 基于宏分子信息 (序列,结构,几何,能量) 的机器学习方法的分类.
  • 根据相互作用分子的类型 (小分子,,离子) 分类方法.
  • 强调基于深度学习的方法,以进行具有约束力的站点预测.

主要成果:

  • 最近的机器学习方法提供了可扩展和高效的绑定站点识别.
  • 存在多种不同的计算策略,利用各种数据类型进行预测.
  • 深度学习显示出对推进绑定站点分析的前景.

结论:

  • 计算方法,特别是机器学习,对于现代药物发现至关重要.
  • 识别新的结合部位扩大了治疗干预的潜力.
  • 预计深度学习模型的进一步开发将加强药物设计和优化.