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通过基于多复合物的药效团建模、相互作用研究和分子动力学模拟鉴定针对 CDK9 酶的天然产物抑制剂。

Identifying natural product inhibitors against CDK9 enzyme via combined multicomplex-based pharmacophore modeling, interaction studies and molecular dynamics simulations.

机构信息

School of Applied Material Sciences, Central University of Gujarat, Gandhinagar, 382030, India.

Department of Chemistry, School of Energy Technology, Pandit Deendayal Energy University, 382426, India.

出版信息

Comput Biol Med. 2023 Jul;161:107055. doi: 10.1016/j.compbiomed.2023.107055. Epub 2023 May 22.

Abstract

In the current work, multicomplex-based pharmacophore modeling was performed on the CDK9 enzyme. The generated models possess five, four, and six features, which were subjected to the validation process. Among them, six feature models were selected as representative models to conduct the virtual screening process. The screened drug-like candidates were chosen to perform molecular docking to study their interaction patterns within the binding cavity of the CDK9 protein. Based on the docking score and presence of crucial interactions, out of 780 filtered candidates, only 205 were docked. These docked candidates were further accessed via HYDE assessment. Based on ligand efficiency and Hyde score, only nine candidates passed the criteria. The stability of these nine complexes, along with the reference, was studied by molecular dynamics simulations. Out of nine, only seven displayed stable behaviour during the simulations, and their stability was further assessed by molecular mechanics-Poisson-Boltzmann surface area (MM-PBSA)-based free binding energy calculations and per residue contribution. From the present contribution, we obtained seven unique scaffolds that can be utilized as the starting lead for the development of CDK9 anticancer compounds.

摘要

在目前的工作中,对 CDK9 酶进行了基于多复合物的药效团建模。生成的模型具有五个、四个和六个特征,这些特征都经过了验证过程。其中,六个特征模型被选为代表模型,进行虚拟筛选过程。筛选出的类药性候选物被选择进行分子对接,以研究它们在 CDK9 蛋白结合腔内的相互作用模式。基于对接评分和关键相互作用的存在,在 780 个筛选出的候选物中,只有 205 个进行了对接。这些对接的候选物进一步通过 HYDE 评估进行评估。基于配体效率和 Hyde 评分,只有 9 个候选物符合标准。对这 9 个复合物以及参照物的稳定性进行了分子动力学模拟研究。在这 9 个复合物中,只有 7 个在模拟过程中表现出稳定的行为,并且进一步通过基于分子力学-泊松-玻尔兹曼表面区域 (MM-PBSA) 的自由结合能计算和每个残基贡献来评估它们的稳定性。从本研究中,我们获得了七个独特的支架,可作为开发 CDK9 抗癌化合物的起始先导物。

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