DEMO-EM2:通过相互交织的链条和域合适,从冷EM地图组装蛋白质复杂结构
Ziying Zhang1, Yaxian Cai1, Biao Zhang1
1College of Information Engineering, Zhejiang University of Technology, Hangzhou 310023, China.
Briefings in bioinformatics
|March 22, 2024
概括
一种新的自动化方法,DEMO-EM2,从冷电子显微镜 (cryo-EM) 地图快速构建精确的蛋白质复杂原子结构. 这一进步改善了对具有挑战性的生物巨分子结构的建模.
科学领域:
- 结构生物学 结构生物学
- 生物物理学的生物物理.
- 计算生物学 计算生物学
背景情况:
- 低温电子显微镜 (cryo-EM) 产生了越来越多的生物大分子密度图.
- 从冷电磁图中精确地构建原子结构,特别是对于蛋白质复合体,仍然是一个重大挑战.
研究的目的:
- 介绍DEMO-EM2,一种自动化方法,用于从冷EM数据中构建蛋白质复杂原子模型.
- 为了提高蛋白质复杂结构建模的准确性和效率.
主要方法:
- DEMO-EM2采用了一种代组装程序.
- 它集成了链和域级匹配和预测链模型的拟合.
- 该方法在冷电子断层扫描 (cryo-ET) 和单颗粒电磁图上进行了评估.
主要成果:
- 在各种不同的冷EM数据集中,DEMO-EM2模型实现了0.92的平均TM得分.
- 与现有的最先进的技术相比,该方法显示出更高的性能.
- 在冷ET和单粒子EM地图建模方面都实现了高精度.
结论:
- DEMO-EM2为具有挑战性的冷EM结构建模提供了一种高效可靠的解决方案.
- 该方法有助于快速构建精确的蛋白质复杂模型.
- 这项工作通过改进冷EM数据解释来推动结构生物学领域的发展.
相关概念视频
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...
Many viruses self-assemble into a fully functional unit using the infected host cell to...
10.6K
Protein Folding
8.0K
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...
Protein Structure Is Critical to Its Biological Function
Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
8.0K
Cryo-electron Microscopy
3.3K
Conventional electron microscopy (EM) involves dehydration, fixation, and staining of biological samples, which distorts the native state of biological molecules and results in several artifacts. Also, the high-energy electron beam damages the sample and makes it difficult to obtain high-resolution images. These issues can be addressed using cryo-EM, which uses frozen samples and gentler electron beams. The technique was developed by Jacques Dubochet, Joachim Frank, and Richard Henderson, for...
3.3K
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...
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
Protein Organization
137.6K
Overview
137.6K
Conservation of Protein Domains Over Different Proteins
10.8K
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...
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to...
10.8K


