构造偏差突变的计算设计,以改变蛋白质功能
bioRxiv : the preprint server for biology
|June 12, 2025
概括
一种名为Conformational Biasing (CB) 的新计算方法通过控制它们的构造状态来预测具有所需功能的蛋白质变体. 这种方法增强了生物技术和医学的蛋白质工程.
科学领域:
- 蛋白质工程是一种蛋白质工程.
- 计算生物学是一种计算生物学.
- 生物物理学的生物物理.
背景情况:
- 蛋白质存在于多个功能状态.
- 控制蛋白质构造可以改变功能.
- 现有的蛋白质工程方法是有限的.
研究的目的:
- 开发一种计算方法,用于预测具有偏差形态状态的蛋白质变体.
- 为了在各种蛋白质系统中验证该方法.
- 探索这种方法在蛋白质标签技术中的应用.
主要方法:
- 合规偏差 (CB) 使用反向折叠模型进行对比得分.
- 该方法在七个深度突变扫描数据集上进行了测试.
- CB被应用于K-Ras,SARS-CoV-2峰值,β2上腺素受体,Src酶和脂酸酶.
主要成果:
- CB成功地预测了具有改进形状特异功能的变体.
- 观察到增强的效应体结合和酶活性.
- 在脂酸酶序列特异性中发现了一种新型的 conformational gating 机制.
- 偏向特定形状的变体显示出变化的乱交和特异性.
结论:
- 形态偏差是一种快速,简单和多功能工具,用于设计蛋白质动力学.
- 该方法在基础研究,生物技术和医学方面具有广泛的应用.
- CB为了解和操纵蛋白质功能提供了新的可能性.
相关概念视频
Mutations
81.0K
Overview
81.0K
Conserved Binding Sites
4.2K
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...
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...
4.2K
Conservative Site-specific Recombination and Phase Variation
5.9K
Because the DNA segments are cut and reorganized in a direction-specific manner, site-specific recombination has emerged as an efficient genetic engineering technique. Flippase and Cyclization recombinases or Flp and Cre, respectively, are two members of the tyrosine recombinase family derived from bacteriophages, that are used to mediate site-specific DNA insertions, deletions, and targeted expression of proteins in mammalian cell lines.
The recognition sites for Cre recombinase called LoxP...
The recognition sites for Cre recombinase called LoxP...
5.9K
Genome Copying Errors
4.2K
DNA replication is a well-evolved process that copies millions of base pairs with high fidelity during each cell division. Occasionally a wrong base or a long stretch of wrong bases may get added to the daughter strands. If the errors are left unchecked, cells might accumulate several mutations that might endanger their survival. Therefore, the copying errors are checked and repaired at three levels.
4.2K
Covalently Linked Protein Regulators
6.8K
Proteins can undergo many types of post-translational modifications, often in response to changes in their environment. These modifications play an important role in the function and stability of these proteins. Covalently linked molecules include functional groups, such as methyl, acetyl, and phosphate groups, and also small proteins, such as ubiquitin. There are around 200 different types of covalent regulators that have been identified.
These groups modify specific amino acids in a protein....
These groups modify specific amino acids in a protein....
6.8K
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


