新型香豆素基取代磺胺类碳酸酐酶抑制剂作为青光眼潜在药物的虚拟设计

Eric Ziki, Ludovic Akonan, Koffi Charles Kouman, Brice Dali, Eugene Megnassan, Rita Kakou-Yao, Abodou Jules Tenon, Vladimir Frecer, Stanislav Miertus
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引用次数: 0

摘要

背景:我们进行了香豆素基取代磺胺类药物(CSAM)类似物作为人碳酸酐酶II (hCA II)抑制剂的虚拟设计,这些药物具有良好的预测药代动力学特征和治疗青光眼的潜在效果。方法:原位修饰2-(7-甲氧基-2-氧基- 2h - chromen4 -yl)- n-(4-磺酰基-苯基)-乙酰胺(CSAM0)-hCA II配合物的x射线结构(PDB入口3ML2),允许hCA II- csamx配合物的3D模型制备14种csamx,其实验活性可在文献中获得(IC50exp)。CSAM1-14的活性键构象评估导致hCA II-CSAMx络合物在气相形成的计算焓(ΔΔHMM)与IC50exp呈线性相关。此外,考虑到溶剂化和配体结合时熵的损失,导致了一个更好的QSAR模型,其中计算的GFE (ΔΔGcom)与IC50exp之间建立了更好的线性相关性。由CSAMs活性构象构建的连续3d药理团(PH4)有助于虚拟筛选填充磺胺类支架虚拟组合文库(VCL)的CSAMs,并通过Lipinski的五法则集中于寻找新的CSAMs。结果:焓QSAR模型:pIC50exp = -0.068×ΔΔHMM + 7.722, R2 = 0.82;GFE QSAR模型:pIC50exp = - 0.061× ΔΔGcom + 7.647, R2 = 0.92; PH4模型:pIC50exp = 1.095×pIC50pre - 0.680, R2 = 0.87。根据Lipinski规则,超过1,500,625个CSAMs的VCL降低到865,670个药物可能化合物(Mw≤500 g/mol的限制除外)。基于三点ph4的筛选鉴定出81种新型CSAMs,预测IC50pre效价比CSAM1高78倍(IC50exp = 23 nM)。与目前的抗青光眼药物相比,新的候选药物的计算药代动力学谱显示出增强的细胞膜通透性和高的人体口服吸收。 结论:CSAMs与hCA II亲和力的QSAR模型、药效团模型和ADME谱的结合指导了磺胺类抑制剂的鉴定,并有助于在硅屏幕上筛选VCL磺胺类支架类似物,并允许出现新的更有效的化合物,预测IC50和有利的药代动力学谱。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Virtual Design of Novel Coumarinyl-Substituted Sulfonamide Inhibitors of Carbonic Anhydrase II as Potential Drugs against Glaucoma
Background: We have carried out virtual design of coumarinyl-substituted sulfonamides (CSAM) analogs as inhibitors of human carbonic anhydrase II (hCA II) endowed with favorable predicted pharmacokinetic profiles and potential therapeutic effects against glaucoma. Methods: modifying in situ the x-ray structure of 2-(7-methoxy-2-oxo-2H-chromen-4-yl)-N-(4-sulfamoyl-phenyl)-acetamide (CSAM0)-hCA II complex (PDB entry 3ML2), permitted 3D models of hCA II-CSAMx complexes preparation for a TS of 14 CSAMs the experimental activities of which are available in the literature (IC50exp). Active bound conformation of the CSAM1-14 assessment led to linear correlation between computed enthalpy of hCA II-CSAMx complexes formation in gas phase (ΔΔHMM) with the IC50exp. Moreover, considering the solvation and ligand loss of entropy upon binding led to a superior QSAR model where a better linear correlation is established between calculated GFE (ΔΔGcom) and IC50exp. The successive 3D-pharmacophore (PH4) built from CSAMs active conformations helped to virtually screen CSAM populating a sulfonamides scaffolds virtual combinatorial library (VCL), focused by Lipinski’s rule-of-five to reach novel CSAMs. Results: Enthalpy QSAR model: pIC50exp = -0.068×ΔΔHMM + 7.722, R2 = 0.82; GFE QSAR model: pIC50exp = - 0.061× ΔΔGcom + 7.647, R2 = 0.92 and PH4 model: pIC50exp = 1.095×pIC50pre – 0.680, R2 = 0.87. The VCL of more than 1,500,625 CSAMs was lowered to 865,670 drug likely compounds by the Lipinski’s rule (except the restriction Mw ≤ 500 g/mol). The three-point PH4-based screening identified 81 novel CSAMs with predicted IC50pre reaching 78-times better than CSAM1 potency (IC50exp = 23 nM). Computed pharmacokinetic profile of the new candidates showed enhanced cell membrane permeability and high human oral absorption compared to current anti-glaucoma agents. Conclusions: Combination of QSAR models of the CSAMs’ affinity to the hCA II, pharmacophore model, and ADME profile guided to the sulfonamides inhibitors identification and helped to in silico screen VCL sulfonamides scaffold bearing analogs and allowed emerging of novel more potent compounds with predicted IC50 and favorable pharmacokinetic profiles.
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