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一种可产生与人类二氢乳清酸脱氢酶具有实验可比性抑制剂的计算工作流程。

An in silico Workflow that Yields Experimentally Comparable Inhibitors for Human Dihydroorotate Dehydrogenase.

机构信息

Department of Bioinformatics, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, 603203, India.

Department of Biotechnology, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, 603203, India.

出版信息

Curr Comput Aided Drug Des. 2020;16(3):340-350. doi: 10.2174/1573409915666190528114703.

DOI:10.2174/1573409915666190528114703
PMID:31132976
Abstract

INTRODUCTION

Rheumatoid Arthritis [RA] is an autoimmune disease that can cause chronic inflammation of the joints. Human DiHydroOrotate DeHydrogenase [DHODH] is a clinically validated drug target for the treatment of Rheumatoid Arthritis. DHODH inhibition results in beneficial immunosuppressant and anti-proliferative effects.

MATERIALS AND METHODS

Leflunomide [LEF] and Brequinar Sodium [BREQ], drugs used in the treatment of RA, suppresses the immune cells responsible for inflammation but has several side-effects, most predominant being symptomatic liver damage and toxicity. An existing scaffold based on structural analogies with LEF and BREQ was used to screen out potent inhibitors of DHODH, in ZINC Database using 2D binary fingerprint. 10 structures similar to the scaffold were shortlisted due to their Tanimoto similarity coefficient. Selected structures were docked using the tools AutoDock, Ligand fit and iGEMDOCK with target human DHODH. High scoring compounds having similar interactions as that of scaffold were checked to evaluate their Drug-Likeliness.

RESULTS

The five shortlisted compounds were then subjected to Molecular Dynamics Simulation studies for 50ns using GROMACS. Measures of structural similarity based on 2D Fingerprint Screening and Molecular Dynamics Simulation studies can suggest good leads for drug designing. The novelty of this study is that the workflow used here yields the same results that are at par with the experimental data.

CONCLUSION

This suggests the use of the 2D fingerprint similarity search in various databases, followed by multiple docking algorithms and dynamics as a workflow that will lead to finding novel compounds that a structurally and functionally similar to LEF and BREQ.

摘要

简介

类风湿关节炎(RA)是一种自身免疫性疾病,可导致关节慢性炎症。人二氢乳清酸脱氢酶(DHODH)是一种经临床验证的治疗类风湿关节炎的药物靶点。DHODH 抑制可产生有益的免疫抑制和抗增殖作用。

材料与方法

来氟米特(LEF)和布雷奎纳钠(BREQ)是用于治疗 RA 的药物,可抑制引起炎症的免疫细胞,但具有多种副作用,最主要的是症状性肝损伤和毒性。使用基于与 LEF 和 BREQ 结构相似性的现有支架,在 ZINC 数据库中使用二维二进制指纹对 DHODH 的有效抑制剂进行筛选。由于它们的 Tanimoto 相似系数,有 10 个结构类似于支架被筛选出来。使用 AutoDock、Ligand fit 和 iGEMDOCK 工具将选定的结构与靶标人类 DHODH 对接。检查具有与支架相似相互作用的高得分化合物,以评估其药物似然性。

结果

然后对这 5 种短名单化合物进行 50ns 的分子动力学模拟研究,使用 GROMACS。基于二维指纹筛选和分子动力学模拟研究的结构相似性度量可以为药物设计提供良好的先导化合物。本研究的新颖之处在于,这里使用的工作流程产生的结果与实验数据相当。

结论

这表明可以在各种数据库中使用二维指纹相似性搜索,然后使用多种对接算法和动力学作为工作流程,从而找到与 LEF 和 BREQ 在结构和功能上相似的新型化合物。

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