Computational systems pharmacology analysis of cannabidiol: a combination of chemogenomics-knowledgebase network analysis and integrated in silico modeling and simulation

被引:35
作者
Bian, Yue-min [1 ,2 ,3 ,4 ]
He, Xi-bing [1 ,2 ,3 ,4 ]
Jing, Yan-kang [1 ,2 ,3 ,4 ]
Wang, Li-rong [1 ,2 ,3 ,4 ]
Wang, Jun-mei [1 ,2 ,3 ,4 ]
Xie, Xiang-Qun [1 ,2 ,3 ,4 ,5 ,6 ]
机构
[1] Univ Pittsburgh, Sch Pharm, Dept Pharmaceut Sci, Pittsburgh, PA 15261 USA
[2] Univ Pittsburgh, Sch Pharm, Computat Chem Genom Screening Ctr, Pittsburgh, PA 15261 USA
[3] Univ Pittsburgh, NIH, Natl Ctr Excellence Computat Drug Abuse Res, Pittsburgh, PA 15261 USA
[4] Univ Pittsburgh, Drug Discovery Inst, Pittsburgh, PA 15261 USA
[5] Univ Pittsburgh, Sch Med, Dept Computat Biol, Pittsburgh, PA 15261 USA
[6] Univ Pittsburgh, Sch Med, Dept Struct Biol, Pittsburgh, PA 15261 USA
关键词
cannabinoid; cannabidiol (CBD); systems pharmacology; homology modeling; molecular docking; molecular dynamics; simulation 5HT(1A); D-3; MOLECULAR-DYNAMICS SIMULATIONS; PARTICLE MESH EWALD; MAJOR PHYTOCANNABINOIDS; RECEPTOR; AMBER; VITRO; POLYPHARMACOLOGY; IDENTIFICATION; MODULATION; RHODOPSIN;
D O I
10.1038/s41401-018-0071-1
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
With treatment benefits in both the central nervous system and the peripheral system, the medical use of cannabidiol (CBD) has gained increasing popularity. Given that the therapeutic mechanisms of CBD are still vague, the systematic identification of its potential targets, signaling pathways, and their associations with corresponding diseases is of great interest for researchers. In the present work, chemogenomics-knowledgebase systems pharmacology analysis was applied for systematic network studies to generate CBD-target, target-pathway, and target-disease networks by combining both the results from the in silico analysis and the reported experimental validations. Based on the network analysis, three human neuro-related rhodopsin-like GPCRs, i.e., 5-hydroxytryptamine receptor 1 A (5HT(1A)), delta-type opioid receptor (OPRD) and G protein-coupled receptor 55 (GPR55), were selected for close evaluation. Integrated computational methodologies, including homology modeling, molecular docking, and molecular dynamics simulation, were used to evaluate the protein-CBD binding modes. A CBD-preferred pocket consisting of a hydrophobic cavity and backbone hinges was proposed and tested for CBD-class A GPCR binding. Finally, the neurophysiological effects of CBD were illustrated at the molecular level, and dopamine receptor 3 (DRD3) was further predicted to be an active target for CBD.
引用
收藏
页码:374 / 386
页数:13
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