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相关概念视频

Protein-protein Interfaces02:04

Protein-protein Interfaces

12.5K
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...
12.5K
Protein Networks02:26

Protein Networks

4.0K
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,...
4.0K
Protein Organization01:24

Protein Organization

6.6K
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....
6.6K
Proteomics01:33

Proteomics

7.4K
A proteome is the entire set of proteins that a cell type produces. We can study proteomes using the knowledge of genomes because genes code for mRNAs, and the mRNAs encode proteins. Although mRNA analysis is a step in the right direction, not all mRNAs are translated into proteins.
Proteomics is the study of proteomes' function. It involves the large-scale systematic study of the proteome to denote the protein complement expressed by a genome. Scientist Mark Wilkins coined the term...
7.4K
Protein-Protein Interfaces02:04

Protein-Protein Interfaces

3.8K
3.8K
Conservation of Protein Domains Over Different Proteins02:26

Conservation of Protein Domains Over Different Proteins

10.9K
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...
10.9K

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相关实验视频

Updated: Jul 19, 2025

Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
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Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins

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人工智能辅助的蛋白质工程:从拓数据分析到深度蛋白质语言模型.

Yuchi Qiu1, Guo-Wei Wei1,2,3

  • 1Department of Mathematics, Michigan State University, East Lansing, 48824 MI, USA.

Briefings in bioinformatics
|August 14, 2023
PubMed
概括

蛋白质工程使用机器学习 (ML) 和自然语言处理 (NLP) 来导航广的蛋白质突变可能性. 本综述详细介绍了将拓数据分析 (TDA) 和人工智能结合起来,用于高级蛋白质设计的方法.

科学领域:

  • 生物技术和计算生物学.
  • 专注于蛋白质工程应用.

背景情况:

  • 蛋白质工程在药物发现和抗体设计等多个领域提供了革命性的潜力.
关键词:
深度学习和机器学习.蛋白质工程工程 蛋白质工程蛋白质语言模型的模型拓学数据分析数据分析.

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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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Last Updated: Jul 19, 2025

Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
05:08

Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins

Published on: July 8, 2025

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

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  • 实验方法受到蛋白质的巨大突变空间的限制.
  • 结论:

    • 本综述提供了针对蛋白质工程的TDA和NLP方法的系统概述.
    • 旨在促进蛋白质设计中先进的计算工具的开发和应用.
    • 突出了人工智能,TDA和NLP之间的协同作用,用于未来的蛋白质工程进步.