使用自由能量扰乱计算,对蛋白质-蛋白质复合体突变的相对结合能量的可靠预测
Jared M Sampson1, Daniel A Cannon2, Jianxin Duan2
1Schrödinger, Inc., Life Sciences Software, New York, NY, USA.
Journal of molecular biology
|June 6, 2024
概括
计算自由能量计算通过提高准确性和降低成本来增强蛋白质设计. 这项研究验证了自由能量扰动 (FEP+) 来预测突变导致的结合亲和力变化,提供了更可靠的计算工具.
科学领域:
- 计算化学是一种计算化学.
- 蛋白质工程是一种蛋白质工程.
- 生物物理学的生物物理.
背景情况:
- 计算方法对于推进蛋白质设计至关重要.
- 准确预测结合亲和力变化对于蛋白质工程至关重要.
- 自由能量扰动 (FEP+) 为此类预测提供了一个有前途的方法.
研究的目的:
- 以自由能量扰动 (FEP+) 为基准,用于计算由于单点突变引起的相对结合亲和力变化.
- 在蛋白质设计中提高FEP+计算的准确性和可靠性.
- 开发用于处理异常值和改进FEP+预测的自动化方法.
主要方法:
- 使用了各种蛋白质-蛋白质结合系统的自由能量扰动 (FEP+) 计算.
- 开发了一种强大的方法来处理可定位氨基酸的替代质子化状态.
- 分析了异常情况,并实施了一个自动化脚本来识别和纠正异常情况.
主要成果:
- FEP+计算显示了与实验结合自由能量的相关性改善和误差降低.
- 质子化状态的方法提高了预测的准确性.
- 一个自动化脚本成功地识别和纠正了与收费相关的异常值的一个子集.
结论:
- 经过验证的FEP+方法,通过改进的质子化状态处理和异常值校正,是蛋白质设计的可靠工具.
- 这种计算策略可以显著影响工业蛋白质设计项目.
- 建议进行进一步的研究,以完善协议并扩大适用性.
更多相关视频
10:29Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
940
06:50Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
Published on: January 26, 2024
1.8K
相关概念视频
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
The Equilibrium Binding Constant and Binding Strength
12.9K
The equilibrium binding constant (Kb) quantifies the strength of a protein-ligand interaction. Kb can be calculated as follows when the reaction is at equilibrium:
12.9K
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-Drug Binding: Determination Methods
161
Determining protein-drug binding can be achieved through indirect and direct methods, each providing valuable insights into the interaction between proteins and drugs.
Indirect methods involve isolating the bound drug from its free form in biological samples such as blood, serum, or plasma. These techniques aim to measure the percentage of drugs bound to proteins. Equilibrium dialysis is a commonly used method where the free drug concentration at equilibrium is measured by separating the bound...
Indirect methods involve isolating the bound drug from its free form in biological samples such as blood, serum, or plasma. These techniques aim to measure the percentage of drugs bound to proteins. Equilibrium dialysis is a commonly used method where the free drug concentration at equilibrium is measured by separating the bound...
161
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
Ligand Binding and Linkage
4.8K
Allosteric proteins have more than one ligand binding site; the binding of a ligand to any of these sites influences the binding of ligands to the other sites. When a protein is allosteric, its binding sites are called coupled or linked. In the case of enzymes, the site that binds to the substrate is known as the active site and the other site is known as the regulatory site. When a ligand binds to the regulatory site, this leads to conformational changes in the protein that can influence...
4.8K
