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虚拟筛选方法鉴定生物活性天然产物中高亲和力的血清和糖皮质激素调节激酶 1 抑制剂:联合分子对接和模拟研究。

Virtual Screening Approach to Identify High-Affinity Inhibitors of Serum and Glucocorticoid-Regulated Kinase 1 among Bioactive Natural Products: Combined Molecular Docking and Simulation Studies.

机构信息

Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, Jamia Nagar, New Delhi 110025, India.

Department of Biotechnology, Jamia Millia Islamia, Jamia Nagar, New Delhi 110025, India.

出版信息

Molecules. 2020 Feb 13;25(4):823. doi: 10.3390/molecules25040823.

Abstract

Serum and glucocorticoid-regulated kinase 1 (SGK1) is a serine/threonine kinase that works under acute transcriptional control by several stimuli, including serum and glucocorticoids. It plays a significant role in the cancer progression and metastasis, as it regulates inflammation, apoptosis, hormone release, neuro-excitability, and cell proliferation. SGK1 has recently been considered as a potential drug target for cancer, diabetes, and neurodegenerative diseases. In the present study, we have performed structure-based virtual high-throughput screening of natural compounds from the ZINC database to find potential inhibitors of SGK1. Initially, hits were selected based on their physicochemical, absorption, distribution, metabolism, excretion, and toxicity (ADMET), and other drug-like properties. Afterwards, PAINS filter, binding affinities estimation, and interaction analysis were performed to find safe and effective hits. We found four compounds bearing appreciable binding affinity and specificity towards the binding pocket of SGK1. The docking results were complemented by all-atom molecular dynamics simulation for 100 ns, followed by MM/PBSA, and principal component analysis to investigate the conformational changes, stability, and interaction mechanism of SGK1 in-complex with the selected compound ZINC00319000. Molecular dynamics simulation results suggested that the binding of ZINC00319000 stabilizes the SGK1 structure, and it leads to fewer conformational changes. In conclusion, the identified compound ZINC00319000 might be further exploited as a scaffold to develop promising inhibitors of SGK1 for the therapeutic management of associated diseases, including cancer.

摘要

血清和糖皮质激素调节激酶 1(SGK1)是一种丝氨酸/苏氨酸激酶,受多种刺激的急性转录调控,包括血清和糖皮质激素。它在癌症的进展和转移中起着重要作用,因为它调节炎症、细胞凋亡、激素释放、神经兴奋性和细胞增殖。SGK1 最近被认为是癌症、糖尿病和神经退行性疾病的潜在药物靶点。在本研究中,我们对 ZINC 数据库中的天然化合物进行了基于结构的虚拟高通量筛选,以寻找 SGK1 的潜在抑制剂。最初,根据其物理化学、吸收、分布、代谢、排泄和毒性(ADMET)以及其他类药性选择命中物。然后,进行了 PAINS 过滤器筛选、结合亲和力估算和相互作用分析,以找到安全有效的命中物。我们发现了四个化合物对 SGK1 结合口袋具有可观的结合亲和力和特异性。对接结果通过 100ns 的全原子分子动力学模拟进行了补充,随后进行了 MM/PBSA 和主成分分析,以研究与所选化合物 ZINC00319000 结合的 SGK1 的构象变化、稳定性和相互作用机制。分子动力学模拟结果表明,ZINC00319000 的结合稳定了 SGK1 结构,导致构象变化较少。总之,鉴定出的化合物 ZINC00319000 可能进一步被开发为 SGK1 的有效抑制剂的支架,用于治疗与癌症相关的疾病。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fd4/7070812/1bf2fa2058be/molecules-25-00823-g001.jpg

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