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基于 DFMO 的药效团骨架对鸟氨酸脱羧酶的天然抑制剂的虚拟筛选及分子动力学模拟研究的验证。

Virtual screening of natural inhibitors targeting ornithine decarboxylase with pharmacophore scaffolding of DFMO and validation by molecular dynamics simulation studies.

机构信息

a Centre for Bioinformatics , Kamalnayan Bajaj Institute for Research in Vision and Ophthalmology, Vision Research Foundation , Chennai , India.

b School of Chemical and Biotechnology , SASTRA University , Thanjavur , India.

出版信息

J Biomol Struct Dyn. 2019 Feb;37(3):766-780. doi: 10.1080/07391102.2018.1439772. Epub 2018 Feb 23.

DOI:10.1080/07391102.2018.1439772
PMID:29436980
Abstract

Ornithine decarboxylase (ODC) is an enzyme that initiates polyamine synthesis in human. Polyamines play key roles in cell-cell adhesion, cell motility and cell cycle regulation. Higher synthesis of polyamines also occurs in rapidly proliferating cancer cells are mediated by ODC. As per earlier studies, di-flouro-methyl-orninthine (DFMO) is a proven efficient inhibitor ODC targeting the catalytic activity, however, its usage is limited due to side effects. Targeting ODC is considered as a potential therapeutic modality in the treatment of cancer. In this study, it is attempted to use DFMO scaffold to build a ligand-based pharmocophore query using MOE to screen similar active compounds from Universal Natural Products Database with better ADMET properties. The identified compounds were virtually screened against the active cavity of ODC using Glide. Further, potential natural hits targeting ODC were shortlisted based on Molecular Mechanics/Generalized-Born/Surface Area (MM-GBSA) score. Finally, molecular dynamics simulations were performed for the natural molecule hit and DFMO in complex with ODC using Desmond. Among the hits shortlisted, 2-amino-5, 9, 13, 17-tetramethyloctadeca-8, 16-diene-1, 3, 14-triol (UNPD208110) was found to be highly potential, as it showed a higher binding affinity in terms of interactions with key active cavity residues, and also showed better ADMET property, HUMO-LUMO gap energy and more stable complex formation with ODC compared to DFMO. Hence, the proposed molecule (UNPD208110) shall be favourably considered as a potential natural inhibitor targeting ODC-mediated disease conditions.

摘要

鸟氨酸脱羧酶(ODC)是一种在人体中启动多胺合成的酶。多胺在细胞-细胞黏附、细胞迁移和细胞周期调节中发挥关键作用。快速增殖的癌细胞中多胺的合成也更高,这是由 ODC 介导的。根据早期的研究,二氟甲基鸟氨酸(DFMO)是一种已被证明有效的 ODC 靶向催化活性抑制剂,但其由于副作用而使用受限。靶向 ODC 被认为是癌症治疗的一种潜在治疗方法。在这项研究中,我们试图使用 DFMO 支架构建基于配体的药效团查询,使用 MOE 从通用天然产物数据库中筛选具有更好 ADMET 特性的类似活性化合物。通过 Glide 对鉴定出的化合物进行虚拟筛选,以对抗 ODC 的活性腔。进一步,根据分子力学/广义 Born/表面积(MM-GBSA)评分,对靶向 ODC 的潜在天然命中物进行了筛选。最后,使用 Desmond 对与 ODC 结合的天然分子命中物和 DFMO 进行了分子动力学模拟。在所列出的命中物中,2-氨基-5,9,13,17-四甲基十八烷-8,16-二烯-1,3,14-三醇(UNPD208110)被认为是非常有潜力的,因为它与关键活性腔残基的相互作用显示出更高的结合亲和力,并且与 DFMO 相比,还具有更好的 ADMET 性质、HUMO-LUMO 能隙和更稳定的与 ODC 的复合物形成。因此,所提出的分子(UNPD208110)有望被有利地考虑作为一种针对 ODC 介导的疾病条件的潜在天然抑制剂。

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