QSAR Applied to 4-Chloro-3-formylcoumarin Derivatives Targeting Human Thymidine Phosphorylase

Thomas Scior , Juan Carlos Garcia-Hernandez , Hassan H. Abdallah , Christian Alexander
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引用次数: 1

Abstract

Background

Coumarins are secondary metabolites from the phenylpropanoid-type biosynthesis in higher plants. A plethora of potential phytopharmacological activities have been described for derivatives of the coumarin scaffold: hepatoprotective, antineoplastic, antimicrobial, antituberculosis, antiviral, anti-inflammatory anticoagulant, or antithrombotic effects.

Objective

A computer-based quantitative structure – activity relationships (QSAR) study for a series of 4‑chloro-3-formylcoumarins was carried out.

Methods

To this end we generated the 3D models of 17 published coumarin structures, calculated their physicochemical properties (descriptors) to correlate them to their experimentally known biological activities measured as inhibition concentrations to block the target enzyme activity. Our proposed approach used free molecular modeling software and applies our scripts written in the programming language R.

Results

The final multiple regression models achieved satisfactory results with a small number of descriptors – all of which were statistically significant and meaningful in the field of pharmacodynamics to develop new 3-formylcoumarins with enhanced activities targeting the human thymidine phosphorylase enzyme.

Conclusion

On theoretical grounds, our in silico research contributes in a crucial step in the field of complementary phyto-medicine. This step is located between in vivo pharmacological observations of plant extracts on ethnopharmacological, preclinical or controlled clinical levels and the need to identify – at an atomic scale – all those plant ingredients responsible for the biological actions under scrutiny. Our simulations shed light on the modification of phyto-medicine’s physicochemical properties to enhance the interaction with their biomolecular target in the patient's body.

Abstract Image

靶向人胸苷磷酸化酶的4-氯-3-甲酰基香豆素衍生物的QSAR研究
香豆素是高等植物苯丙类生物合成的次生代谢产物。香豆素支架衍生物具有多种潜在的植物药理学活性:保肝、抗肿瘤、抗菌、抗结核、抗病毒、抗炎、抗凝或抗血栓作用。目的对一系列4 -氯-3-甲酰基香豆素进行定量构效关系(QSAR)研究。为此,我们生成了17种已发表香豆素结构的三维模型,计算了它们的物理化学性质(描述符),将它们与实验已知的生物活性(抑制浓度)相关联,以阻断目标酶的活性。我们的方法使用了免费的分子建模软件,并应用了我们用编程语言r编写的脚本。结果最终的多元回归模型在少量描述符的情况下获得了令人满意的结果,这些描述符在药效学领域都具有统计学意义,对于开发出针对人胸腺嘧啶磷酸化酶活性增强的新型3-甲酰基香豆素具有重要意义。结论从理论上讲,我们的硅片研究为植物互补医学领域迈出了关键的一步。这一步骤位于对植物提取物在民族药理学、临床前或临床控制水平上的体内药理学观察和需要在原子尺度上识别所有负责被审查的生物作用的植物成分之间。我们的模拟揭示了植物药的物理化学性质的修改,以加强与患者体内的生物分子靶点的相互作用。
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
Clinical complementary medicine and pharmacology
Clinical complementary medicine and pharmacology Complementary and Alternative Medicine
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