Ademuwagun Ibitayo Abigail, Oduselu Gbolahan Oladipupo, Rotimi Solomon Oladapo, Adebiyi Ezekiel
Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota, Nigeria.
Department of Biochemistry, Covenant University, Ota, Nigeria.
Bioinform Biol Insights. 2023 Mar 2;17:11779322231158254. doi: 10.1177/11779322231158254. eCollection 2023.
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.
多年来,细胞周期蛋白依赖性激酶样5(CDKL5)缺乏症(CDD)的治疗干预一直备受关注。近年来,对信号通路机制相互作用的研究进展揭示了原肌球蛋白受体激酶B(TrkB)/磷脂酶Cγ1信号级联缺陷在CDD中的作用。新的研究结果表明,在体内给予TrkB激动剂7,8-二羟基黄酮(7,8-DHF)可显著逆转CDD潜在的分子病理机制。基于这一发现,本研究旨在寻找比7,8-DHF更有效的TrkB激动剂,作为治疗CDD的替代药物或联合用药。通过药效团建模和多数据库筛选,我们鉴定出691种与7,8-DHF具有相同药效团特征的化合物。对这些配体进行虚拟筛选,结果发现至少有6种化合物的结合亲和力比7,8-DHF更好。对这些化合物进行的计算机模拟药代动力学和ADMET研究也表明,它们的类药性质优于7,8-DHF。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]十三碳-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]十六碳-1,3,6,9,11,15-六烯-5-酮(PubChem:91637738)和6-羟基-10-(8-甲基-2-氧代-1H-喹啉-3-基)-8-氧杂-13,14,16-三氮杂四环[7.7.0.02,7.011,15]十六碳-1,3,6,9,11,15-六烯-5-酮(PubChem ID:91641310)进行对接后分析和分子动力学模拟,揭示了独特的配体相互作用,验证了对接结果。在此,我们建议在将最佳命中化合物考虑用于CDD治疗之前,先在CDKL5基因敲除模型中进行实验验证。