Department of Chemistry and Biochemistry, University of Missouri-St. Louis, St. Louis, Missouri, United States.
School of Physics, University College Dublin, Belfield, Dublin, Ireland.
Proteins. 2023 Feb;91(2):209-217. doi: 10.1002/prot.26423. Epub 2022 Sep 24.
As drug-binding kinetics has become an important factor to be considered in modern drug discovery, this work evaluated the ability of the Milestoning method in computing the absolute dissociation rate of a ligand from the serine-threonine kinase, glycogen synthase kinase 3β, which is a target for designing drugs to treat diseases such as neurodegenerative disorders and diabetes. We found that the Milestoning method gave good agreement with experiment with modest computational costs. Although the time scale for dissociation lasted tens of seconds, the collective molecular dynamics simulations total less than 1μs. Computing the committor function helped to identify the transition states (TSs), in which the ligand moved substantially away from the binding pocket. The glycine-rich loop with a serine residue attaching to its tips was found to undergo large movement from the bound to the TSs and might play a role in controlling drug-dissociation kinetics.
随着药物结合动力学成为现代药物发现中需要考虑的一个重要因素,这项工作评估了 Milestoning 方法在计算丝氨酸-苏氨酸激酶糖原合酶激酶 3β(GSK-3β)上配体绝对离解速率的能力,GSK-3β 是设计用于治疗神经退行性疾病和糖尿病等疾病的药物的靶点。我们发现,Milestoning 方法在计算成本适中的情况下与实验结果吻合良好。虽然离解的时间尺度持续数十秒,但集体分子动力学模拟总共不到 1μs。计算易位函数有助于确定过渡态(TS),在过渡态中,配体从结合口袋中明显移动。含有丝氨酸残基的富含甘氨酸的环附着在其尖端,发现它从结合态到过渡态发生了很大的运动,可能在控制药物离解动力学中发挥作用。