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相关概念视频

Protein Complex Assembly02:41

Protein Complex Assembly

10.5K
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...
10.5K
Assembly of Cytoskeletal Filaments01:18

Assembly of Cytoskeletal Filaments

15.4K
Cytoskeletal filaments are polymeric forms of smaller protein subunits. However, individual cytoskeletal filaments may easily disassemble or associate with other similar filaments to form rigid structures. Microfilaments, made of actin monomers, rely on actin-binding proteins to form bundles and create networks of individual actin filaments. Microtubules rely on microtubule-associated proteins (MAPs) to form sturdy cylindrical structures. However, the proteins involved in forming complex...
15.4K
Protein Complexes with Interchangeable Parts01:57

Protein Complexes with Interchangeable Parts

2.5K
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...
2.5K
Assembly of Complex Microtubule Structures01:32

Assembly of Complex Microtubule Structures

1.8K
Complex microtubule structures are present in resting cells and in dividing cells. In resting cells, they are responsible for maintaining the cellular architecture, tracks for intracellular transport, positioning of organelles, assembly of cilia and flagella. They mediate the bipolar spindle assembly for chromosomal segregation and positioning of the cell division plate in dividing cells. The formation of microtubule complex structures depends on the cell type, cell stage, and cell function.
1.8K
Conservation of Protein Domains Over Different Proteins02:26

Conservation of Protein Domains Over Different Proteins

10.6K
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...
10.6K
Conservation of Protein Domains02:26

Conservation of Protein Domains

3.0K
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相关实验视频

DeepAssembly2:基于域-域交互的蛋白质复杂结构组装的Web服务器

Yuhao Xia1, Yilin Pu1, Suhui Wang1

  • 1College of Information Engineering, Zhejiang University of Technology, HangZhou 310023, China.

Journal of molecular biology
|April 6, 2025
PubMed
概括
此摘要是机器生成的。

DeepAssembly2使用深度学习和域间相互作用来预测蛋白质复杂结构. 这种增强的工具通过提高蛋白质复杂结构预测准确度来帮助药物发现和疫苗设计.

关键词:
域与域的相互作用.链间距离预测的预测蛋白质复合体是一种蛋白质复合体.蛋白质结构预测 蛋白质结构预测

相关实验视频

科学领域:

  • 结构生物学 结构生物学
  • 计算生物学 计算生物学
  • 生物信息学是一种生物信息学.

背景情况:

  • 蛋白质复合体对于生物功能至关重要.
  • 精确预测蛋白质复杂结构对于理解生物机制和药物发现至关重要.
  • 虽然单质蛋白质结构预测已经进步,但复杂结构预测仍然具有挑战性.

研究的目的:

  • 为了介绍DeepAssembly2,一个改进的网络服务器,用于自动化蛋白质复杂结构组装.
  • 通过深度学习和域-域相互作用,提高蛋白质复杂结构预测的准确性.

主要方法:

  • 从输入复杂序列和单体结构中构建特征.
  • 使用深度学习模型来预测链间残留距离.
  • 根据预测的链间残留距离引导组装复杂结构.
  • 整合了一个新的链间域域交互数据集,接口残余倾向,超快的形状识别和AlphaFold-Multimer衍生距离.
  • 整合模型质量评估方法用于输出选择.

主要成果:

  • 与之前的版本相比,DeepAssembly2表现出明显改善的性能.
  • 增强的功能和数据集成导致更准确的蛋白质复杂结构预测.

结论:

  • DeepAssembly2为蛋白质复杂结构预测提供了一个强大而准确的工具.
  • 预计网络服务器将促进药物开发,疫苗设计和其他生物研究领域的发展.