循环动力学在预测连接体-蛋白结合度中的作用
Süleyman Selim Çınaroğlu1, Philip C Biggin1
1Structural Bioinformatics and Computational Biochemistry, Department of Biochemistry, University of Oxford South Parks Road Oxford OX1 3QU UK philip.biggin@bioch.ox.ac.uk +44 (0)1865 613238 +44 (0)1865 613305.
Chemical science
|June 23, 2023
概括
预测连接体-蛋白结合度是具有挑战性的. 分子动力学模拟表明,ZA循环的ZA循环.
科学领域:
- 计算化学是一种计算化学.
- 分子动力学分子动力学
- 生物物理学的生物物理.
背景情况:
- 难以预测结合联蛋白的自由能量成分.
- 人体内和人体内的贡献是关键的,但人们对它们的理解很差.
- 在生物分子系统中,准确预测结合度仍然是一个挑战.
研究的目的:
- 使用分子动力学评估结合计算的绝对度.
- 对BRD4-1抑制剂的实验数据进行预测性能评估.
- 调查影响预测准确性的因素.
主要方法:
- 分子动力学模拟的模拟.
- 具有约束力的计算的绝对度.
- 异热定位热量计 (ITC) 数据比较
- 对模拟因素 (参数化,缓冲区,动态) 的分析.
主要成果:
- 安伯力场显示出很好的一致性 (R2 = 0.60,RMSE = 2.49 kcal mol-1).
- ZA循环动态显著影响了预测准确性.
- 考虑到ZA循环的形状状态,可以改善预测 (R2 = 0.95,RMSE = 0.90 kcal mol-1).
- 在不同的力场中观察到不一致的性能 (OPLS,CHARMM).
结论:
- ZA循环的结构动力学对于准确的结合预测至关重要.
- 分子动力学模拟可以为结合能提供有价值的见解.
- 力量场参数化对一致的预测构成了重大挑战.
- 结果为未来的绑定度研究建立了基准.
更多相关视频
相关概念视频
The Equilibrium Binding Constant and Binding Strength
13.0K
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:
13.0K
Ligand Binding Sites
12.9K
Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
12.9K
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
Cooperative Allosteric Transitions
2.3K
2.3K
Protein-Drug Binding: Mechanism and Kinetics
647
Protein-drug binding refers to the interaction between drugs and proteins within the body. This binding process can occur intracellularly, involving drug interactions with enzymes or receptors within cells, or extracellularly, involving plasma proteins in the blood.
Various forces drive these interactions, including hydrogen bonds, hydrophobic interactions, ionic bonds, electrostatic interactions, and van der Waals forces. These bonds enable drugs to bind to specific sites on proteins,...
Various forces drive these interactions, including hydrogen bonds, hydrophobic interactions, ionic bonds, electrostatic interactions, and van der Waals forces. These bonds enable drugs to bind to specific sites on proteins,...
647
Physiological Pharmacokinetic Models: Assumption with Protein Binding
76
Physiological models with protein binding in pharmacokinetics offer a sophisticated approach to understanding drug disposition. These models consider drug-protein interactions, enabling them to effectively predict drug concentrations in different organs and tissues. This precision aids in accurate drug dosing, providing a significant advantage over conventional models. A key process within these models is equilibration, which ensures that drug concentrations achieve a steady state within the...
76


