PairMap:一种中间插入方法,用于提高相对自由能量扰动计算对远程复合变换的准确性
Kairi Furui1, Takafumi Shimizu2, Yutaka Akiyama3
1Department of Computer Science, School of Computing, Institute of Science Tokyo, Yokohama 226-8501, Japan.
Journal of chemical information and modeling
|January 13, 2025
概括
PairMap引入了复杂分子转换的最佳中间体,显著提高了药物发现中相对结合的自由能量预测的准确性. 这种方法提高了计算效率和可靠性,用于优化.
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:
- 准确预测结合的自由能量差异对于具有成本效益的药物发现至关重要.
- 相对约束的自由能量扰动 (RBFEP) 计算与大拓变化作斗争,导致错误和收问题.
研究的目的:
- 开发一种新的方法,PairMap,用于在RBFEP计算复杂分子转换时引入有效的中间体.
- 提高药物发现RBFEP计算的准确性和降低计算成本.
主要方法:
- PairMap 详尽地生成中间值,并确定最佳的转换路径.
- 它将热力学循环纳入扰动图中,以提高准确性.
- 该方法全面考虑中间体,超越现有的简单方法.
主要成果:
- 在一个基准组上,PairMap实现了0.93 kcal/mol的平均绝对误差,超过了传统的Flare FEP方法 (1.70 kcal/mol).
- 在用于PDE5a标的架跳跃实验中,PairMap比ABFEP计算提供了更准确的预测,更好地与实验数据保持一致.
- PairMap有效地处理同源序列,以最小的添加来解决复杂的链接.
结论:
- PairMap克服了现有方法的局限性,使RBFEP计算复杂的转换成为可能.
- 这一进步通过提高预测准确性和效率来简化药物发现中的优化.
相关概念视频
Energy Diagrams, Transition States, and Intermediates
16.1K
Free-energy diagrams, or reaction coordinate diagrams, are graphs showing the energy changes that occur during a chemical reaction. The reaction coordinate represented on the horizontal axis shows how far the reaction has progressed structurally. Positions along the x-axis close to the reactants have structures resembling the reactants, while positions close to the products resemble the products. Peaks on the energy diagram represent stable structures with measurable lifetimes, while...
16.1K
Improving Translational Accuracy
8.6K
Base complementarity between the three base pairs of mRNA codon and the tRNA anticodon is not a failsafe mechanism. Inaccuracies can range from a single mismatch to no correct base pairing at all. The free energy difference between the correct and nearly correct base pairs can be as small as 3 kcal/ mol. With complementarity being the only proofreading step, the estimated error frequency would be one wrong amino acid in every 100 amino acids incorporated. However, error frequencies observed in...
8.6K
Chemical Shift: Internal References and Solvent Effects
599
In an NMR sample, precise measurement of the absolute absorption frequencies of nuclei is difficult. A standard internal reference compound is added, and the frequency difference between the reference signal and sample signals is measured.
The internal reference compound generally used in NMR spectroscopy is tetramethylsilane (TMS). TMS is preferred because it is chemically inert, soluble in NMR solvents, and easily removable. Also, the highly shielded methyl protons in TMS yield an intense...
The internal reference compound generally used in NMR spectroscopy is tetramethylsilane (TMS). TMS is preferred because it is chemically inert, soluble in NMR solvents, and easily removable. Also, the highly shielded methyl protons in TMS yield an intense...
599
Calculating Standard Free Energy Changes
20.6K
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...
20.6K
¹H NMR: Interpreting Distorted and Overlapping Signals
1.0K
Spin systems where the difference in chemical shifts of the coupled nuclei is greater than ten times J are called first-order spin systems. These nuclei are weakly coupled, and their chemical shifts and coupling constant can generally be estimated from the well-separated signals in the spectrum.
As Δν decreases and the signals move closer, the doublets appear increasingly distorted. The intensities of the inner lines increase at the cost of those of the outer lines as the signals are...
As Δν decreases and the signals move closer, the doublets appear increasingly distorted. The intensities of the inner lines increase at the cost of those of the outer lines as the signals are...
1.0K
¹H NMR: Long-Range Coupling
1.7K
The coupling interactions of nuclei across four or more bonds are usually weak, with J values less than 1 Hz. While these are usually not observed in spectra, the presence of multiple bonds along the coupling pathway can result in observable long-range coupling.
In alkenes, spin information is communicated via σ–π overlap, as seen in allylic (four-bond) and homoallylic (five-bond) couplings. These coupling interactions are stronger when the σ bond is parallel to the alkene...
In alkenes, spin information is communicated via σ–π overlap, as seen in allylic (four-bond) and homoallylic (five-bond) couplings. These coupling interactions are stronger when the σ bond is parallel to the alkene...
1.7K


