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相关概念视频

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-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 Complexes with Interchangeable Parts01:57

Protein Complexes with Interchangeable Parts

2.6K
Groups of proteins may form a complex where each protein in this complex has a different role in the overall execution of the complex’s function. Often some of the proteins in the complex can be replaced by a closely related variant to give a complex that contains many of the same components yet is functionally distinct.
The SCF ubiquitin ligase is a protein complex of five individual proteins. This complex attaches ubiquitin to other target proteins to mark them for degradation. In order...
2.6K
Protein Complex Assembly02:41

Protein Complex Assembly

10.6K
Proteins can form homomeric complexes with another unit of the same protein or heteromeric complexes with different types.  Most protein complexes self-assemble spontaneously via ordered pathways, while some proteins need assembly factors that guide their proper assembly. Despite the crowded intracellular environment, proteins usually interact with their correct partners and form functional complexes.
Many viruses self-assemble into a fully functional unit using the infected host cell to...
10.6K
Peptide Identification Using Tandem Mass Spectrometry01:33

Peptide Identification Using Tandem Mass Spectrometry

6.5K
Tandem mass spectrometry, also known as MS/MS or MS2, is an analytical technique that employs two mass analyzers. Essentially it is a series of mass spectrometers that helps isolate a particular biomolecule and then helps study its chemical properties.
This technique helps gather information regarding the protein from which the peptide was obtained and to study the peptides’ amino acid sequence. Identifying peptides from a complex mixture is an important component of the growing field of...
6.5K
Protein Families02:47

Protein Families

15.4K
Protein families are groups of homologous proteins; that is, they have similarities in amino acid sequences and three-dimensional structures. Protein families usually occur because of gene duplication, where an additional copy of a gene is inserted into the genome of an organism.   Mutations that change the amino acids but still allow the protein to be properly synthesized, will lead to new protein family members.   If these new proteins contain similar amino acids in key...
15.4K

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相关实验视频

Updated: Jul 17, 2025

Identification of Protein Complexes in Escherichia coli using Sequential Peptide Affinity Purification in Combination with Tandem Mass Spectrometry
14:58

Identification of Protein Complexes in Escherichia coli using Sequential Peptide Affinity Purification in Combination with Tandem Mass Spectrometry

Published on: November 12, 2012

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基于异质蛋白信息网络的蛋白质复合体识别.

Peixuan Zhou1, Yijia Zhang1, Zeqian Li1

  • 1School of Information Science and Technology, Dalian Maritime University, Dalian, China.

Journal of computational biology : a journal of computational molecular cell biology
|September 5, 2023
PubMed
概括

这项研究引入了一种新的方法,通过将基因本体学 (GO) 信息整合到蛋白质-蛋白质相互作用网络中来识别蛋白质复合体. 该方法通过考虑网络结构和生物属性来提高准确性.

关键词:
注意力机制注意力机制蛋白质复合体 蛋白质复合体蛋白质信息网络 蛋白质信息网络代表性学习学习学习

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Resolving Affinity Purified Protein Complexes by Blue Native PAGE and Protein Correlation Profiling
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Resolving Affinity Purified Protein Complexes by Blue Native PAGE and Protein Correlation Profiling

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Protein Complex Affinity Capture from Cryomilled Mammalian Cells
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Protein Complex Affinity Capture from Cryomilled Mammalian Cells

Published on: December 9, 2016

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相关实验视频

Last Updated: Jul 17, 2025

Identification of Protein Complexes in Escherichia coli using Sequential Peptide Affinity Purification in Combination with Tandem Mass Spectrometry
14:58

Identification of Protein Complexes in Escherichia coli using Sequential Peptide Affinity Purification in Combination with Tandem Mass Spectrometry

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Resolving Affinity Purified Protein Complexes by Blue Native PAGE and Protein Correlation Profiling
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Resolving Affinity Purified Protein Complexes by Blue Native PAGE and Protein Correlation Profiling

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Protein Complex Affinity Capture from Cryomilled Mammalian Cells
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Protein Complex Affinity Capture from Cryomilled Mammalian Cells

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科学领域:

  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学
  • 系统生物学 系统生物学

背景情况:

  • 蛋白质复合体对于细胞功能至关重要.
  • 精确识别蛋白质复合体有助于理解细胞系统.
  • 现有的方法往往无法有效地整合网络拓和生物属性.

研究的目的:

  • 提出一种用于蛋白质复合体识别的新方法.
  • 解决现有方法在整合网络和属性信息方面的局限性.
  • 为了提高蛋白质复合体发现的准确性.

主要方法:

  • 开发了一个GO属性异质注意网络嵌入 (GHAE) 方法.
  • 通过结合基因本体学 (GO) 数据,构建了一个异构的蛋白质信息网络.
  • 采用双重注意力机制和异质图的卷积表示学习.

主要成果:

  • 不同质的蛋白质信息网络有效地整合了生物数据.
  • GHAE方法成功地挖掘了蛋白质和GO属性的特征.
  • 实验结果表明,蛋白质复合体识别的性能有所改善.

结论:

  • 将多样化的生物信息整合到异质网络中,可以增强蛋白质复合体的识别.
  • GHAE方法提供了一种强大的方法来发现蛋白质复杂结构.
  • 这项工作推进了用于细胞系统分析的生物信息学工具.