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相关概念视频

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
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
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 Organization01:24

Protein Organization

6.2K
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....
6.2K
Protein-Protein Interfaces02:04

Protein-Protein Interfaces

3.6K
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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一个多目标的综合框架,用于预测蛋白质-相互作用和结合残留物.

Ruheng Wang, Xuetong Yang, Chao Pang

    IEEE journal of biomedical and health informatics
    |March 3, 2025
    PubMed
    概括

    一个新的计算框架可以预测蛋白质-相互作用和结合点. 该工具准确地识别了非共价相互作用和结合残留物,推进了治疗设计和蛋白质功能研究.

    科学领域:

    • 生物化学 生物化学
    • 计算生物学 计算生物学
    • 药物发现 药物发现 药物发现

    背景情况:

    • 识别蛋白质-相互作用对于药物设计和了解蛋白质功能至关重要.
    • 当前的计算方法很难从序列中同时预测相互作用对和结合残留.

    研究的目的:

    • 开发一种新的计算框架,CPPIF,用于预测蛋白质-相互作用和结合残留物.
    • 为模型评估创建一个超过8900个非共价蛋白-相互作用的基准数据集.

    主要方法:

    • 开发了全面的蛋白质相互作用预测框架 (CPPIF).
    • 构建了一个全面的基准数据集,用于评估预测模型.
    • 系统地根据现有的最先进的方法对CPPIF进行评估.

    主要成果:

    • CPPIF成功地预测了以前的方法错过的非共价蛋白-相互作用.
    • 该框架在预测结残留物方面表现出卓越的性能.
    • 此外,CPPIF在识别关键蛋白结合残留物方面表现良好.

    结论:

    • 在预测蛋白质-相互作用和结合位点方面,CPPIF提供了显著的进步.

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  • 开发的框架有助于疗法设计,并增强对蛋白质功能的理解.
  • CPPIF为分析复杂的蛋白质-相互作用提供了一个强大的工具.