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相关概念视频

The Equilibrium Binding Constant and Binding Strength02:18

The Equilibrium Binding Constant and Binding Strength

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Calculating Standard Free Energy Changes02:49

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The free energy change for a reaction that occurs under the standard conditions of 1 bar pressure and at 298 K is called the standard free energy change. Since free energy is a state function, its value depends only on the conditions of the initial and final states of the system. A convenient and common approach to the calculation of free energy changes for physical and chemical reactions is by use of widely available compilations of standard state thermodynamic data. One method involves the...
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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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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...
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Lattice Energy 
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The spontaneity of a process depends upon the temperature of the system. Phase transitions, for example, will proceed spontaneously in one direction or the other depending upon the temperature of the substance in question. Likewise, some chemical reactions can also exhibit temperature-dependent spontaneities. To illustrate this concept, the equation relating free energy change to the enthalpy and entropy changes for the process is considered:
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适应性兰巴达系统用于有效的相对约束性自由能源计算.

Jin Zeng1, Yue Qian2

  • 1AIxplorerBio Biotech Co., Ltd., Jiaxing, Zhejiang Province, China.

Journal of computational chemistry
|December 28, 2023
PubMed
概括
此摘要是机器生成的。

一种自动自适应的兰巴达方法改善了相对自由能量扰动 (RFEP) 计算,用于预测小分子结合亲和力. 这种方法提高了药物发现计算化学的准确性和可重复性.

关键词:
适应性 适应性 适应性兰巴达计划是兰巴达计划中的一个.相对自由能量扰动的相对自由能量扰动.

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科学领域:

  • 计算化学计算化学
  • 分子建模分子建模
  • 药物发现 药物发现 药物发现

背景情况:

  • 相对自由能量扰动 (RFEP) 是一个理论上可靠的方法来预测结合亲和力.
  • RFEP计算是复杂的,需要专门的专业知识和仔细选择参数.
  • 不适当的lambda模式可能导致不准确的约束亲和关系预测.

研究的目的:

  • 开发一种自动自适应的兰巴法,以简化和改进RFEP计算.
  • 提高具有约束力的自由能源预测的准确性,一致性和可重复性.
  • 为药物发现中的常规RFEP计算提供更强大的工具.

主要方法:

  • 一种自动自适应的兰巴达方法是使用基于试点运行的分割和合并算法开发的.
  • 改进了RFEP工作流中的扰动设置.
  • 这种新方法与传统的试点lambda方案进行了比较.

主要成果:

  • 与试点方案相比,自适应的兰巴达方法显示了更好的融合和可重复性.
  • 适应方法导致了较低的平均无符号误差和根-平均平方误差.
  • 新的工作流增加了RFEP计算结果的一致性.

结论:

  • 自动自适应兰巴达法为预测小分子相对结合的自由能量提供了一种可靠和强大的方法.
  • 该方法解决了与传统RFEP计算相关的复杂性和专业知识障碍.
  • 适应性兰巴达方法可以有效地用于药物发现项目的常规RFEP计算.