Ghosh Suparna, Keretsu Seketoulie, Cho Seung Joo
Department of Biomedical Sciences, College of Medicine, Chosun University, Gwangju, South Korea.
Department of Cellular and Molecular Medicine, College of Medicine, Chosun University, Gwangju, South Korea.
PeerJ. 2021 Aug 9;9:e11951. doi: 10.7717/peerj.11951. eCollection 2021.
Rho-associated kinase-1 (ROCK1) has been recognized for its pivotal role in heart diseases, different types of malignancy, and many neurological disorders. Hyperactivity of ROCK phosphorylates the protein kinase-C (PKC), which ultimately induces smooth muscle cell contraction in the vascular system. Inhibition of ROCK1 has been shown to be a promising therapy for patients with cardiovascular disease. In this study, we have conducted molecular modeling techniques such as docking, molecular dynamics (MD), and 3-Dimensional structure-activity relationship (3D-QSAR) on a series of N-ethyl-4-(pyridin-4-yl)benzamide-based compounds. Docking and MD showed critical interactions and binding affinities between ROCK1 and its inhibitors. To establish the structure-activity relationship (SAR) of the compounds, 3D-QSAR techniques such as Comparative Molecular Field Analysis (CoMFA) and Comparative Molecular Similarity Indices Analysis (CoMSIA) were used. The CoMFA ( = 0.774, = 0.965, ONC = 6, and = 0.703) and CoMSIA ( = 0.676, = 0.949, ONC = 6, and = 0.548) both models have shown reasonable external predictive activity, and contour maps revealed favorable and unfavorable substitutions for chemical group modifications. Based on the contour maps, we have designed forty new compounds, among which, seven compounds exhibited higher predictive activity (pIC). Further, we conducted the MD study, ADME/Tox, and SA score prediction using the seven newly designed compounds. The combination of docking, MD, and 3D-QSAR studies helps to understand the coherence modification of existing molecules. Our study may provide valuable insight into the development of more potent ROCK1 inhibitors.
Rho相关激酶-1(ROCK1)因其在心脏病、不同类型恶性肿瘤和许多神经系统疾病中的关键作用而受到认可。ROCK的过度活跃会使蛋白激酶-C(PKC)磷酸化,最终导致血管系统中的平滑肌细胞收缩。已证明抑制ROCK1对心血管疾病患者是一种有前景的治疗方法。在本研究中,我们对一系列基于N-乙基-4-(吡啶-4-基)苯甲酰胺的化合物进行了对接、分子动力学(MD)和三维构效关系(3D-QSAR)等分子建模技术研究。对接和MD显示了ROCK1与其抑制剂之间的关键相互作用和结合亲和力。为了建立这些化合物的构效关系(SAR),使用了比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)等3D-QSAR技术。CoMFA(r² = 0.774,q² = 0.965,ONC = 6,s = 0.703)和CoMSIA(r² = 0.676,q² = 0.949,ONC = 6,s = 0.548)这两个模型均显示出合理的外部预测活性,等高线图揭示了化学基团修饰的有利和不利取代情况。基于等高线图,我们设计了40种新化合物,其中7种化合物表现出更高的预测活性(pIC)。此外,我们使用这7种新设计的化合物进行了MD研究、ADME/Tox和SA评分预测。对接、MD和3D-QSAR研究的结合有助于理解现有分子的连贯修饰。我们的研究可能为开发更有效的ROCK1抑制剂提供有价值的见解。