Center of Medical and Bio-Allied Health Sciences Research (CMBHSR), Ajman University, Ajman, P.O. Box 346, United Arab Emirates; Department of Clinical Sciences, College of Pharmacy and Health Sciences, Ajman University, Ajman, P.O. Box 346, United Arab Emirates.
Department of Medical Laboratories, College of Applied Medical Sciences, Shaqra University, Shaqra 11961, Saudi Arabia.
Int J Biol Macromol. 2023 Aug 1;245:125466. doi: 10.1016/j.ijbiomac.2023.125466. Epub 2023 Jun 20.
Sphingosine kinase 1 (SphK1) has been widely recognized as a significant contributor to various types of cancer, including breast, lung, prostate, and hematological cancers. This research aimed to find a potential SphK1 inhibitor through a step-by-step virtual screening of PF543 (a known SphK1 inhibitor)-like compounds obtained from the PubChem library with the Tanimoto threshold of 80 %. The virtual screening process included several steps, namely physicochemical and ADMET evaluation, PAINS filtering, and molecular docking, followed by molecular dynamics (MD) simulation and principal component analysis (PCA). The results showed that compound CID:58293960 ((3R)-1,1-dioxo-2-[[3-[(4-phenylphenoxy)methyl]phenyl]methyl]-1,2-thiazolidine-3-carboxylic acid) demonstrated high potential as SphK1 inhibitor. All-atom MD simulations were performed for 100 ns to evaluate the stability and structural changes of the docked complexes in an aqueous environment. The analysis of the time evolution data of structural deviations, compactness, PCA, and free energy landscape (FEL) indicated that the binding of CID:58293960 with SphK1 is relatively stable throughout the simulation. The results of this study provide a platform for the discovery and development of new anticancer therapeutics targeting SphK1.
丝氨酸棕榈酰转移酶激酶 1(SphK1)已被广泛认为是多种癌症(包括乳腺癌、肺癌、前列腺癌和血液癌)的重要贡献者。本研究旨在通过对 PubChem 库中与 SphK1 抑制剂 PF543(一种已知的 SphK1 抑制剂)具有 80%Tanimoto 阈值的类似物进行逐步虚拟筛选,找到一种潜在的 SphK1 抑制剂。虚拟筛选过程包括几个步骤,即物理化学和 ADMET 评估、PAINS 过滤和分子对接,然后是分子动力学(MD)模拟和主成分分析(PCA)。结果表明,化合物 CID:58293960((3R)-1,1-二氧代-2-[[3-[(4- 苯基苯氧基)甲基]苯基]甲基]-1,2-噻唑烷-3-羧酸)具有作为 SphK1 抑制剂的高潜力。进行了全原子 MD 模拟 100ns,以评估水相环境中对接复合物的稳定性和结构变化。结构偏差、紧凑度、PCA 和自由能景观(FEL)的时间演化数据分析表明,CID:58293960 与 SphK1 的结合在整个模拟过程中相对稳定。这项研究的结果为发现和开发针对 SphK1 的新型抗癌治疗药物提供了一个平台。