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相关概念视频

Affinity and Avidity01:41

Affinity and Avidity

35.8K
Overview
35.8K
Ligand Binding Sites02:40

Ligand Binding Sites

12.7K
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...
12.7K
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
The Equilibrium Binding Constant and Binding Strength02:18

The Equilibrium Binding Constant and Binding Strength

12.8K
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:
12.8K
Cooperative Allosteric Transitions01:58

Cooperative Allosteric Transitions

7.8K
Cooperative allosteric transitions can occur in multimeric proteins, where each subunit of the protein has its own ligand-binding site. When a ligand binds to any of these subunits, it triggers a conformational change that affects the binding sites in the other subunits; this can change the affinity of the other sites for their respective ligands. The ability of the protein to change the shape of its binding site is attributed to the presence of a mix of flexible and stable segments in the...
7.8K
Protein-Drug Binding: Determination Methods01:22

Protein-Drug Binding: Determination Methods

109
Determining protein-drug binding can be achieved through indirect and direct methods, each providing valuable insights into the interaction between proteins and drugs.
Indirect methods involve isolating the bound drug from its free form in biological samples such as blood, serum, or plasma. These techniques aim to measure the percentage of drugs bound to proteins. Equilibrium dialysis is a commonly used method where the free drug concentration at equilibrium is measured by separating the bound...
109

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相关实验视频

Updated: Jun 20, 2026

Optimized Negative Staining: a High-throughput Protocol for Examining Small and Asymmetric Protein Structure by Electron Microscopy
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Optimized Negative Staining: a High-throughput Protocol for Examining Small and Asymmetric Protein Structure by Electron Microscopy

Published on: August 15, 2014

根据未结合的蛋白质结构,根据突变预测抗体亲和力变化.

Zhengshan Chen1, Song He1, Xiangyang Chi1

  • 1Academy of Military Medical Sciences, Beijing 100850, China.

International journal of molecular sciences
|February 13, 2025
PubMed
概括
此摘要是机器生成的。

这项研究引入了一种新的计算方法,可以预测突变如何影响抗体亲和力,而不需要抗原-抗体复杂结构. 这种方法有助于设计更有效的抗体治疗方法.

关键词:
抗体亲和力变化改变了抗体亲和力.抗体突变是一种抗体突变.抗原抗体复合体 抗原抗体复合体深度学习是一种深度学习.结构表示 结构表示

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科学领域:

  • 免疫学 免疫学 免疫学
  • 计算生物学 计算生物学
  • 蛋白质工程是指蛋白质工程.

背景情况:

  • 抗体对于适应性免疫至关重要,识别特定的抗原.
  • 单克隆抗体是有价值的治疗药物,但提高它们的亲和力是一个关键的挑战.
  • 当前的计算方法通常需要复杂的抗原-抗体结构,限制了它们的应用.

研究的目的:

  • 开发一种无结构的计算方法,用于预测残留突变对抗体亲和力的影响.
  • 在没有实验复杂结构的情况下,为抗体工程提供准确的亲和力预测.

主要方法:

  • 使用蛋白质的图形表示和预训练编码器来捕获残留微环境和抗原背景.
  • 开发了一种分析抗体突变而不需要抗原-抗体复杂结构的方法.
  • 专门为抗体突变策划了一个基准数据集.

主要成果:

  • 开发的方法在基准数据集上实现了比基于结构和基于序列的方法更高或可比的准确性.
  • 证明了该方法在预测针对SARS-CoV-2,流感和人类细胞巨型病毒的抗体的亲和力变化的有效性.
  • 验证了不需要抗原-抗体复杂结构来预测突变效应的优点.

结论:

  • 这种新的计算方法准确地预测了在没有复杂结构的情况下对抗体亲和力的突变效应.
  • 这种方法对实用的抗体工程和治疗开发有很大的潜力.
  • 在各种应用中,方便识别增强抗体亲和力的突变.