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ALK-5 与生物活性配体相互作用的计算分析:为潜在抗癌药物的设计提供思路。

Computational analyses of interactions between ALK-5 and bioactive ligands: insights for the design of potential anticancer agents.

机构信息

a Center of Natural Sciences and Humanities , Federal University of ABC , Santo Andre , SP , Brazil.

b Laboratório de Planejamento e Desenvolvimento de Fármacos , Instituto de Ciências Exatas e Naturais, Universidade Federal do Pará , CP 11101, 66075-110 , Belém , PA , Brazil.

出版信息

J Biomol Struct Dyn. 2018 Nov;36(15):4010-4022. doi: 10.1080/07391102.2017.1404938. Epub 2017 Nov 28.

Abstract

Activin Receptor-Like Kinase 5 (ALK-5) is related to some types of cancer, such as breast, lung, and pancreas. In this study, we have used molecular docking, molecular dynamics simulations, and free energy calculations in order to explore key interactions between ALK-5 and six bioactive ligands with different ranges of biological activity. The motivation of this work is the lack of crystal structure for inhibitor-protein complexes for this set of ligands. The understanding of the molecular structure and the protein-ligand interaction could give support for the development of new drugs against cancer. The results show that the calculated binding free energy using MM-GBSA, MM-PBSA, and SIE is correlated with experimental data with r = 0.88, 0.80, and 0.94, respectively, which indicates that the calculated binding free energy is in excellent agreement with experimental data. In addition, the results demonstrate that H bonds with Lys232, Glu245, Tyr249, His283, Asp351, and one structural water molecule play an important role for the inhibition of ALK-5. Overall, we discussed the main interactions between ALK-5 and six inhibitors that may be used as starting points for designing new molecules to the treatment of cancer.

摘要

激活素受体样激酶 5(ALK-5)与某些类型的癌症有关,如乳腺癌、肺癌和胰腺癌。在这项研究中,我们使用分子对接、分子动力学模拟和自由能计算,以探索 ALK-5 与六种具有不同生物学活性范围的生物活性配体之间的关键相互作用。这项工作的动机是缺乏这组配体的抑制剂-蛋白复合物的晶体结构。对分子结构和蛋白-配体相互作用的理解可以为开发新的抗癌药物提供支持。结果表明,使用 MM-GBSA、MM-PBSA 和 SIE 计算的结合自由能与实验数据分别具有 r=0.88、0.80 和 0.94 的相关性,这表明计算的结合自由能与实验数据非常吻合。此外,结果表明,与 Lys232、Glu245、Tyr249、His283、Asp351 和一个结构水分子形成的氢键对于 ALK-5 的抑制起着重要作用。总的来说,我们讨论了 ALK-5 与六种抑制剂之间的主要相互作用,这些相互作用可能成为设计新分子治疗癌症的起点。

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