虚拟筛选
公共化学
分子动力学
化学
鞘氨醇激酶
鞘氨醇激酶1
计算生物学
组合化学
癌症研究
药理学
鞘氨醇
生物化学
计算化学
生物
受体
1-磷酸鞘氨醇
作者
Moyad Shahwan,Nageeb Hassan,Akram Ashames,Mohammed Alrouji,Fahad A. Alhumaydhi,Waleed Al Abdulmonem,Abdullatif Bin Muhsinah,Mohammad Furkan,Rizwan Hasan Khan,Anas Shamsi,Akhtar Atiya
标识
DOI:10.1016/j.ijbiomac.2023.125466
摘要
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.
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