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相关概念视频

Protein-protein Interfaces02:04

Protein-protein Interfaces

12.6K
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...
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Conservation of Protein Domains Over Different Proteins02:26

Conservation of Protein Domains Over Different Proteins

11.0K
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...
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Protein Organization01:24

Protein Organization

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Proteins are polymers of amino acid residues. They are versatile and responsible for different cellular functions, including DNA replication, molecular transport, catalysis, and structural support. Proteins have a hierarchical structure comprising at least three levels of organization: primary, secondary, and tertiary structure. Some large proteins have a quaternary structure where individual protein subunits are linked together.
The primary structure of a protein is its amino acid sequence....
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Protein Networks02:26

Protein Networks

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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,...
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Conserved Binding Sites01:49

Conserved Binding Sites

4.2K
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...
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Protein Folding01:25

Protein Folding

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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...
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Updated: Jul 28, 2025

Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
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计算型蛋白质设计 - - 它会去哪里?

Binbin Xu1, Yingjun Chen1, Weiwei Xue1

  • 1Chongqing Key Laboratory of Natural Product Synthesis and Drug Research, School of Pharmaceutical Sciences, Chongqing University, Chongqing 401331, China.

Current medicinal chemistry
|June 5, 2023
PubMed
概括
此摘要是机器生成的。

设计功能性蛋白质对于各种应用至关重要. 本综述探讨了计算型蛋白质设计方法,包括机器学习和分子建模,以克服定向进化的局限性并发现新的蛋白质序列.

关键词:
蛋白质的设计 蛋白质的设计计算式蛋白质设计.深度学习是一种深度学习.机器学习是机器学习.分子建模分子建模神经网络的神经网络的神经网络

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Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
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Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
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科学领域:

  • 蛋白质工程是一种蛋白质工程.
  • 计算生物学是一种计算生物学.
  • 生物技术是生物技术.

背景情况:

  • 蛋白质调节重要的生物过程.
  • 在广的序列空间中,功能性蛋白质很少.
  • 定向进化已经推进了蛋白质修饰,但有局限性.

研究的目的:

  • 审查最近在计算蛋白质设计方面的进展.
  • 突出不同计算方法的适用性和局限性.
  • 引导更多功能性蛋白质的发展.

主要方法:

  • 数据驱动的机器学习用于蛋白质序列预测.
  • 基于物理的分子建模用于蛋白质结构和功能分析.
  • 计算方法与实验技术的整合.

主要成果:

  • 计算方法加速了功能性蛋白质的发现.
  • 机器学习和分子建模提供互补的优势.
  • 这些方法解决了传统方法 (如定向进化) 的局限性.

结论:

  • 计算式蛋白质设计对于满足对新型功能蛋白质的需求至关重要.
  • 机器学习和分子建模的结合显示出很大的前景.
  • 需要进一步的研究才能充分实现计算蛋白质设计的潜力.