Structure-based virtual screening and molecular dynamics simulation for the identification of sphingosine kinase-2 inhibitors as potential analgesics

被引:13
作者
Akhilesh [1 ]
Baidya, Anurag T. K. [2 ]
Uniyal, Ankit [1 ]
Das, Bhanuranjan [2 ]
Kumar, Rajnish [2 ,3 ]
Tiwari, Vinod [1 ]
机构
[1] Indian Inst Technol BHU, Neurosci & Pain Res Lab, Dept Pharmaceut Engn & Technol, Varanasi, Uttar Pradesh, India
[2] Indian Inst Technol BHU, Dept Pharmaceut Engn & Technol, Varanasi, Uttar Pradesh, India
[3] Karolinska Inst, Div Neurogeriatr, Dept Neurosci Care & Soc, Solna, Sweden
关键词
Virtual screening; molecular dynamics simulation; sphingosine kinase 2; chronic pain; natural inhibitors; SWISS-MODEL; PROTEIN; PAIN; RECOGNITION; WEB;
D O I
10.1080/07391102.2021.1971559
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Neuropathic pain is due to an injury or disease of the somatosensory nervous system, which accounts for a significant economical and health burden to society. Due to poor understanding of their underlying mechanisms, the available treatments merely provide symptomatic relief and precipitates a variety of adverse effects. This suggests that there is an unmet medical need that must be addressed with effective strategies for the development of novel therapeutics. Sphingosine kinase 2 (SphK2) is an oncogenic lipid kinase that has emerged as a promising target for chronic pain and other diseases. In the present study, we have explored the structure-based virtual high-throughput screening of the Nuclei of Bioassays, Ecophysiology, and Biosynthesis of Natural Products Database (NuBBE) to identify potent natural products as inhibitors of SphK2. A molecular docking study was performed to calculate binding affinities and specificity to identify potential leads against SphK2. Initially, hits were selected by the implementation of absorption, distribution, metabolism, excretion and toxicity properties, Lipinski rule, and PAINS filters. The top-scoring hits also exhibiting an optimal ADMET profile were subjected to MM/GBSA free binding free energy calculation and molecular dynamics simulation. The results from molecular dynamics simulation revealed a stable ligand -SphK2 complex with protein and ligand RMSD within reasonable limits. Overall, we identified compounds, NuBBE_972 and NuBBE_1107 as potential inhibitors of SphK2 with optimal pharmacokinetic properties which have the potential to be developed as novel therapeutics for the management of chronic pain.
引用
收藏
页码:12472 / 12490
页数:19
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