Virtual screening to identify novel potential inhibitors for Glutamine synthetase of Mycobacterium tuberculosis

被引:23
作者
Kumari, Madhulata [1 ]
Subbarao, Naidu [1 ]
机构
[1] Jawaharlal Nehru Univ, Sch Computat & Integrat Sci, New Delhi 110067, India
关键词
Mycobacterium tuberculosis; Glutamine synthetase; binding free energy; Molecular docking; virtual screening; MD simulation; BINDING; VALIDATION; DYNAMICS; TOOL;
D O I
10.1080/07391102.2019.1695670
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
Glutamine synthetase (GS) of Mycobacterium tuberculosis (Mtb) is an essential enzyme which is involved in nitrogen metabolism and cell wall synthesis. It is involved in the inhibition of phagosome-lysosome fusion by preventing acidification. Targeting GS can be helpful to control the infection of Mtb. In order to identify potential inhibitors, we screened chemical libraries (56,400 compounds of ChEMBL anti-mycobacterial, 1596 FDA approved drugs, 419 Natural product and 916 phytochemical) against this target using the virtual screening approach. Screening by molecular docking identified ten top-ranked compounds as GSMtb inhibitors and they were compared with known inhibitors (as control). Since GS enzyme (GSHs) is also present in human. We have compared the protein sequence of GS from Mtb and human using the P-BLAST in NCBI. We found similar to 27% identity in between these two sequences, so we also compared the binding affinity of inhibitor between Mtb and human. Finally, we identified top two compounds namely CHEMBL387509, CHEMBL226198 from ChEMBL anti-mycobacterial dataset, and Eriocitrin and Malvidin from phytochemical dataset which showed lees binding affinity towards GSHs whereas Pamidronate, and Phentermine from FDA approved drugs and (-)-Quinic Acid, Hexopyranuronic acid, Quebrachit, and Castanospermine from natural product showed protein-ligand interaction with Mtb protein while no interaction with GSHs. The top two docked complexes were subjected to molecular dynamic simulation to understand the stability of the molecule. Further, we calculated the binding free energy of the docked complex and analyzed hydrogen bond, salt bridge, pie stacking, and hydrophobic interaction in the docking region. These ligands exhibited very good binding affinity GSMtb enzymes. Therefore, these ligands are novel and drug-likeness compounds, and they may be potential inhibitors of M tuberculosis. Communicated by Ramaswamy H. Sarma
引用
收藏
页码:5062 / 5080
页数:19
相关论文
共 32 条
[1]   Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers [J].
Abraham, Mark James ;
Murtola, Teemu ;
Schulz, Roland ;
Páll, Szilárd ;
Smith, Jeremy C. ;
Hess, Berk ;
Lindah, Erik .
SoftwareX, 2015, 1-2 :19-25
[2]   MOLECULAR-DYNAMICS SIMULATIONS AT CONSTANT PRESSURE AND-OR TEMPERATURE [J].
ANDERSEN, HC .
JOURNAL OF CHEMICAL PHYSICS, 1980, 72 (04) :2384-2393
[3]  
[Anonymous], 2016, NATURAL PRODUCTS SET
[4]  
[Anonymous], 2005, XMGRACE, Version 5.1. 19. Center for Coastal and LandMargin Research
[5]   THE MISSING TERM IN EFFECTIVE PAIR POTENTIALS [J].
BERENDSEN, HJC ;
GRIGERA, JR ;
STRAATSMA, TP .
JOURNAL OF PHYSICAL CHEMISTRY, 1987, 91 (24) :6269-6271
[6]   An Improved United Atom Force Field for Simulation of Mixed Lipid Bilayers [J].
Chiu, See-Wing ;
Pandit, Sagar A. ;
Scott, H. L. ;
Jakobsson, Eric .
JOURNAL OF PHYSICAL CHEMISTRY B, 2009, 113 (09) :2748-2763
[7]   Structural dynamics of Casein Kinase I (CKI) from malarial parasite Plasmodium falciparum (Isolate 3D7): Insights from theoretical modelling and molecular simulations [J].
Dehury, Budheswar ;
Behera, Santosh Kumar ;
Mahapatra, Namita .
JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2017, 71 :154-166
[8]  
DeLano W.L., 2002, PyMOL: an open-source molecular graphics tool
[9]   Molecular dynamics simulations and drug discovery [J].
Durrant, Jacob D. ;
McCammon, J. Andrew .
BMC BIOLOGY, 2011, 9
[10]   A SMOOTH PARTICLE MESH EWALD METHOD [J].
ESSMANN, U ;
PERERA, L ;
BERKOWITZ, ML ;
DARDEN, T ;
LEE, H ;
PEDERSEN, LG .
JOURNAL OF CHEMICAL PHYSICS, 1995, 103 (19) :8577-8593