Pharmacophore-Aided Virtual Screening and Molecular Dynamics Simulation Identifies TrkB Agonists for Treatment of CDKL5-Deficiency Disorders.

IF 2.3 Q3 BIOCHEMICAL RESEARCH METHODS
Bioinformatics and Biology Insights Pub Date : 2023-03-02 eCollection Date: 2023-01-01 DOI:10.1177/11779322231158254
Ibitayo Abigail Ademuwagun, Gbolahan Oladipupo Oduselu, Solomon Oladapo Rotimi, Ezekiel Adebiyi
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引用次数: 0

Abstract

Therapeutic intervention in cyclin-dependent kinase-like 5 (CDKL5) deficiency disorders (CDDs) has remained a concern over the years. Recent advances into the mechanistic interplay of signalling pathways has revealed the role of deficient tropomyosin receptor kinase B (TrkB)/phospholipase C γ1 signalling cascade in CDD. Novel findings showed that in vivo administration of a TrkB agonist, 7,8-dihydroxyflavone (7,8-DHF), resulted in a remarkable reversal in the molecular pathologic mechanisms underlying CDD. Owing to this discovery, this study aimed to identify more potent TrkB agonists than 7,8-DHF that could serve as alternatives or combinatorial drugs towards effective management of CDD. Using pharmacophore modelling and multiple database screening, we identified 691 compounds with identical pharmacophore features with 7,8-DHF. Virtual screening of these ligands resulted in identification of at least 6 compounds with better binding affinities than 7,8-DHF. The in silico pharmacokinetic and ADMET studies of the compounds also indicated better drug-like qualities than those of 7,8-DHF. Postdocking analyses and molecular dynamics simulations of the best hits, 6-hydroxy-10-(2-oxo-1-azatricyclo[7.3.1.05,13]trideca-3,5(13),6,8-tetraen-3-yl)-8-oxa-13,14,16-triazatetracyclo[7.7.0.02,7.011,15]hexadeca-1,3,6,9,11,15-hexaen-5-one (PubChem: 91637738) and 6-hydroxy-10-(8-methyl-2-oxo-1H-quinolin-3-yl)-8-oxa-13,14,16-triazatetracyclo[7.7.0.02,7.011,15]hexadeca-1,3,6,9,11,15-hexaen-5-one (PubChem ID: 91641310), revealed unique ligand interactions, validating the docking findings. We hereby recommend experimental validation of the best hits in CDKL5 knock out models before consideration as drugs in CDD management.

药理辅助虚拟筛选和分子动力学模拟确定了治疗 CDKL5 缺失性疾病的 TrkB 激动剂。
多年来,细胞周期蛋白依赖性激酶样5(CDKL5)缺乏症(CDDs)的治疗干预一直是人们关注的问题。信号通路机理研究的最新进展揭示了肌球蛋白受体激酶B(TrkB)/磷脂酶C γ1信号级联在CDD中的作用。新的研究结果表明,在体内施用一种TrkB激动剂--7,8-二羟基黄酮(7,8-DHF),可显著逆转CDD的分子病理机制。有鉴于此,本研究旨在找出比 7,8-DHF 更有效的 TrkB 激动剂,以作为有效治疗 CDD 的替代药物或组合药物。通过药效学建模和多重数据库筛选,我们发现了 691 个与 7,8-DHF 具有相同药效学特征的化合物。对这些配体进行虚拟筛选后,我们发现至少有 6 种化合物的结合亲和力优于 7,8-DHF。对这些化合物进行的硅药代动力学和 ADMET 研究也表明,它们比 7,8-DHF 具有更好的类药物特性。对最佳命中化合物 6-羟基-10-(2-氧代-1-氮杂三环[7.3.1.05,13]十三烷-3,5(13),6,8-四烯-3-基)-8-氧杂-13,14,16-三氮杂四环[7.7.0.02,7.011,15]hexadeca-1,3,6,9,11,15-hexaen-5-one (PubChem: 91637738) and 6-hydroxy-10-(8-methyl-2-oxo-1H-quinolin-3-yl)-8-oxa-13,14,16-triazatetracyclo[7.7.0.02,7.011,15]十六碳-1,3,6,9,11,15-己烯-5-酮 (PubChem ID: 91641310),发现了独特的配体相互作用,验证了对接结果。在此,我们建议先对 CDKL5 基因敲除模型中的最佳配体进行实验验证,然后再考虑将其作为 CDD 管理中的药物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Bioinformatics and Biology Insights
Bioinformatics and Biology Insights BIOCHEMICAL RESEARCH METHODS-
CiteScore
6.80
自引率
1.70%
发文量
36
审稿时长
8 weeks
期刊介绍: Bioinformatics and Biology Insights is an open access, peer-reviewed journal that considers articles on bioinformatics methods and their applications which must pertain to biological insights. All papers should be easily amenable to biologists and as such help bridge the gap between theories and applications.
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