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相关概念视频

Conserved Binding Sites01:49

Conserved Binding Sites

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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...
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The Equilibrium Binding Constant and Binding Strength02:18

The Equilibrium Binding Constant and Binding Strength

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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:
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¹H NMR of Conformationally Flexible Molecules: Temporal Resolution00:52

¹H NMR of Conformationally Flexible Molecules: Temporal Resolution

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At room temperature, the chair conformer of cyclohexane undergoes rapid ring flipping between two equivalent chair conformers at a rate of approximately 105 times per second. These two chair conformers are in equilibrium. The rapid ring flipping results in the interconversion of the axial proton to an equatorial proton and an equatorial to the axial proton. Such interconversions are too rapid and cannot be detected on the NMR timescale. Hence, the NMR spectrometer cannot distinguish between the...
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Molecular Models02:00

Molecular Models

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Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
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Ligand Binding Sites02:40

Ligand Binding Sites

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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...
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相关实验视频

Updated: Jun 9, 2025

Structure-Based Simulation and Sampling of Transcription Factor Protein Movements along DNA from Atomic-Scale Stepping to Coarse-Grained Diffusion
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评估分子对接中的小分子形状采样方法.

Qiancheng Xia1,2, Qiuyu Fu2, Cheng Shen2

  • 1Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China.

Journal of computational chemistry
|October 30, 2024
PubMed
概括
此摘要是机器生成的。

这项研究比较了分子对接的小分子构造采样方法. 不同的方法表现出不同的性能,这表明补充方法可以提高对接精度.

关键词:
符合性采样采样停靠的对接方式通过缩进行缩.假设生殖的繁殖.虚拟选 虚拟选 虚拟选

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科学领域:

  • 计算化学是一种计算化学.
  • 药物发现 药物发现
  • 分子建模分子建模

背景情况:

  • 符合性采样对于准确的分子对接至关重要.
  • 存在各种算法,但它们对对接性能的影响尚未完全理解.

研究的目的:

  • 在分子对接中评估六种传统和一种基于深度学习的小分子形态采样方法的性能.
  • 通过使用各种基准数据集来评估绑定姿势的可复制性和选能力.

主要方法:

  • 使用UCSF DOCK 3.7软件进行分子对接.
  • 采用了六种传统的方法 (Omega,BCL::Conf,CCD Conformer Generator,ConfGenX,Conformator,RDKit ETKDGv3) 以及扭转扩散 (深度学习) 的方法.
  • 与金Diverse,PoseBusters和DUDE-Z数据集进行了对接.

主要成果:

  • 不同的形状采样方法显示出不同的对接性能.
  • 性能差异归因于特定方法的采样偏好,如二面角范围.
  • 没有一种方法在所有指标上普遍优于其他方法.

结论:

  • 选择构造性采样方法显著影响分子对接结果.
  • 结合互补的采样策略,可以提高对接精度和选功率.
  • 对于药物发现应用,对集体采样进行进一步的研究是有必要的.