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探索丙酮酸激酶的潜在变构激活剂:来自分子对接、密度泛函理论和动力学模拟研究的见解

Exploring potential allosteric activators of pyruvate Kinase: Insights from molecular docking, DFT and dynamics simulation studies.

作者信息

Ala Chandu, Honavarkar Ishan Shrinivas Shet, Pinto Raul Sheldon, Ramalingam Sivaprakash, Kondapalli Venkata Gowri Chandra Sekhar, Sankaranarayanan Murugesan

机构信息

Medicinal Chemistry Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science Pilani, Pilani Campus, Pilani, 333031, Rajasthan, India.

Department of Physics, Birla Institute of Technology and Science Pilani, Pilani Campus, Pilani, 333031, Rajasthan, India.

出版信息

Comput Biol Med. 2025 Aug;194:110499. doi: 10.1016/j.compbiomed.2025.110499. Epub 2025 Jun 9.

Abstract

Sickle cell disease (SCD) is a genetic disorder marked by abnormal hemoglobin polymerization, resulting in impaired red blood cell function. Activation of pyruvate kinase (PK), a key enzyme in glycolysis, has emerged as a promising therapeutic strategy to enhance red blood cell metabolism and mitigate disease severity. This study employed a comprehensive computational approach, integrating molecular docking, density functional theory (DFT), molecular dynamics (MD) simulation, and absorption, distribution, metabolism, excretion, and toxicity (ADMET) predictions to identify novel allosteric activators of PK. In the virtual screening of the Enamine and Asinex libraries of chemical compounds, ten compounds were identified as top candidates with superior docking affinities and binding free energies compared to the reference compound Mitapivat. Among these, compounds Z169572442 and Z432281300 were prioritized based on their strong binding interactions with the PK protein. DFT studies on these two compounds further validated their electronic properties, including frontier molecular orbitals (FMOs), reinforcing their potential as allosteric activators. MD simulation confirmed the stability of the PK-ligand complexes, as evidenced by consistent RMSD, RMSF, and protein-ligand contact profiles. ADMET analysis revealed favorable pharmacokinetic properties, with minor water solubility and distribution concerns. These findings support the potential of Z169572442 and Z432281300 as promising PK activators and lay the groundwork for further experimental validation, aiming to develop effective therapies for SCD.

摘要

镰状细胞病(SCD)是一种遗传性疾病,其特征是血红蛋白异常聚合,导致红细胞功能受损。丙酮酸激酶(PK)作为糖酵解中的关键酶,其激活已成为增强红细胞代谢和减轻疾病严重程度的一种有前景的治疗策略。本研究采用了一种综合计算方法,整合了分子对接、密度泛函理论(DFT)、分子动力学(MD)模拟以及吸收、分布、代谢、排泄和毒性(ADMET)预测,以识别PK的新型变构激活剂。在对Enamine和Asinex化合物库进行虚拟筛选时,与参考化合物米塔匹瓦特相比,有10种化合物被确定为具有卓越对接亲和力和结合自由能的顶级候选物。其中,化合物Z169572442和Z432281300因其与PK蛋白的强结合相互作用而被优先考虑。对这两种化合物的DFT研究进一步验证了它们的电子性质,包括前沿分子轨道(FMO),增强了它们作为变构激活剂的潜力。MD模拟证实了PK-配体复合物的稳定性,RMSD、RMSF和蛋白质-配体接触图谱的一致性证明了这一点。ADMET分析显示出良好的药代动力学性质,仅有轻微的水溶性和分布方面的问题。这些发现支持Z169572442和Z432281300作为有前景的PK激活剂的潜力,并为进一步的实验验证奠定了基础,旨在开发针对SCD的有效疗法。

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