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相关概念视频

Conserved Binding Sites01:49

Conserved Binding Sites

4.3K
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...
4.3K
Protein Folding01:25

Protein Folding

8.6K
Proteins are chains of amino acids linked together by peptide bonds. Upon synthesis, a protein folds into a three-dimensional conformation, critical to its biological function. Interactions between its constituent amino acids guide protein folding, and hence the protein structure is primarily dependent on its amino acid sequence.
Protein Structure Is Critical to Its Biological Function
Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
8.6K
Ligand Binding and Linkage00:49

Ligand Binding and Linkage

4.9K
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...
4.9K
Allosteric Proteins-ATCase01:19

Allosteric Proteins-ATCase

5.9K
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...
5.9K
Conservation of Protein Domains Over Different Proteins02:26

Conservation of Protein Domains Over Different Proteins

11.3K
Protein domains are small structurally independent units that are part of a single amino acid chain.  Although these domains are often structurally independent, they may rely on synergistic effects to perform their functions as part of a larger protein. Protein domains may be conserved within the same organism, as well as across different organisms.
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to...
11.3K
Cooperative Allosteric Transitions01:58

Cooperative Allosteric Transitions

2.3K
2.3K

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相关实验视频

Updated: Sep 9, 2025

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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进化约束指南AlphaFold2在预测替代形态和信息理性突变设计中

Valerio Piomponi1, Alberto Cazzaniga1, Francesca Cuturello1

  • 1Research and Technology Institute, Area Science Park, località Padriciano, 99, 34149 Trieste, Italy.

Journal of chemical information and modeling
|September 3, 2025
PubMed
概括

这项研究通过生成多样化的构造组合和识别序列模式来增强蛋白质结构预测. 新方法整合了蛋白质语言模型和聚类,以更好地解释和预测功能状态.

科学领域:

  • 结构生物学
  • 计算生物学
  • 生物信息学

背景情况:

  • 了解蛋白质的结构变异性对于阐明生物功能至关重要.
  • 在静态结构预测方面表现出色, 但错过了动态功能状态.
  • 现有的生成形态组合的方法缺乏可解释性和进化见解.

研究的目的:

  • 改善蛋白质构成组合的生成.
  • 确定驱动替代蛋白质折叠预测的序列模式.
  • 将进化信号整合到结构组合生成中.

主要方法:

  • 开发了一种精细的集群策略,将蛋白质语言模型表示与等级集群结合起来.
  • 应用该策略为蛋白质家族生成多样化的序列组合.
  • 使用集群对齐的直接合分析 (DCA) 来识别共同进化的信号.
  • 使用分子动力学和化学自由能量计算设计和验证稳定突变.

主要成果:

  • 成功确定了高可靠性的替代蛋白质构造.
  • 产生了丰富的序列组合,使得可靠的直接合分析 (DCA) 成为可能.
  • 发现与特定蛋白质折叠相关的关键共同进化信号.

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Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
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Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
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  • 验证设计突变以稳定不同的形状.
  • 结论:

    • 精确的集群策略提高了构造组合的可解释性.
    • 该方法有效地捕捉了包括折叠切换在内的各种蛋白质构造变化.
    • 整合进化信号为理解和操纵蛋白质动态提供了一个强大的框架.