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5'-硫脲取代的α-胸苷类似物作为分枝杆菌胸苷酸激酶抑制剂的合理设计与3D药效团映射

Rational design and 3D-pharmacophore mapping of 5'-thiourea-substituted alpha-thymidine analogues as mycobacterial TMPK inhibitors.

作者信息

Andrade Carolina H, Pasqualoto Kerly F M, Ferreira Elizabeth I, Hopfinger Anton J

机构信息

Faculty of Pharmaceutical Sciences, Av. Prof. Lineu Prestes, 580, University of Sao Paulo, Sao Paulo, 05508-900, Brazil.

出版信息

J Chem Inf Model. 2009 Apr;49(4):1070-8. doi: 10.1021/ci8004622.

Abstract

Thymidine monophosphate kinase (TMPK) has emerged as an attractive target for developing inhibitors of Mycobacterium tuberculosis growth. In this study the receptor-independent (RI) 4D-QSAR formalism has been used to develop QSAR models and corresponding 3D-pharmacophores for a set of 5'-thiourea-substituted alpha-thymidine inhibitors. Models were developed for the entire training set and for a subset of the training set consisting of the most potent inhibitors. The optimized (RI) 4D-QSAR models are statistically significant (r(2) = 0.90, q(2) = 0.83 entire set, r(2) = 0.86, q(2) = 0.80 high potency subset) and also possess good predictivity based on test set predictions. The most and least potent inhibitors, in their respective postulated active conformations derived from the models, were docked in the active site of the TMPK crystallographic structure. There is a solid consistency between the 3D-pharmacophore sites defined by the QSAR models and interactions with binding site residues. This model identifies new regions of the inhibitors that contain pharmacophore sites, such as the sugar-pyrimidine ring structure and the region of the 5'-arylthiourea moiety. These new regions of the ligands can be further explored and possibly exploited to identify new, novel, and, perhaps, better antituberculosis inhibitors of TMPKmt. Furthermore, the 3D-pharmacophores defined by these models can be used as a starting point for future receptor-dependent antituberculosis drug design as well as to elucidate candidate sites for substituent addition to optimize ADMET properties of analog inhibitors.

摘要

胸苷一磷酸激酶(TMPK)已成为开发结核分枝杆菌生长抑制剂的一个有吸引力的靶点。在本研究中,受体非依赖性(RI)4D-QSAR形式体系已被用于为一组5'-硫脲取代的α-胸苷抑制剂开发QSAR模型和相应的3D药效团。针对整个训练集以及由最有效抑制剂组成的训练集子集开发了模型。优化后的(RI)4D-QSAR模型具有统计学意义(整个数据集r(2)=0.90,q(2)=0.83;高效能子集r(2)=0.86,q(2)=0.80),并且基于测试集预测也具有良好的预测能力。在从模型推导的各自假定活性构象中,最有效和最无效的抑制剂被对接至TMPK晶体结构活性位点。QSAR模型定义的3D药效团位点与结合位点残基的相互作用之间存在可靠的一致性。该模型识别出抑制剂中包含药效团位点的新区域,如糖嘧啶环结构和5'-芳基硫脲部分区域。这些配体的新区域可进一步探索并可能用于鉴定新的、新颖的、或许更好的TMPKmt抗结核抑制剂。此外,这些模型定义的3D药效团可作为未来受体依赖性抗结核药物设计的起点,也可用于阐明添加取代基以优化类似物抑制剂ADMET性质的候选位点。

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