共 53 条
Integrated bioinformatics-cheminformatics approach toward locating pseudo-potential antiviral marine alkaloids against SARS-CoV-2-Mpro
被引:21
作者:
Swain, Shasank S.
[1
,2
]
Singh, Satya R.
[3
]
Sahoo, Alaka
[4
,5
]
Panda, Pritam Kumar
[6
]
Hussain, Tahziba
[1
,2
]
Pati, Sanghamitra
[7
]
机构:
[1] ICMR Reg Med Res Ctr, Div Microbiol, Bhubaneswar 751023, Odisha, India
[2] ICMR Reg Med Res Ctr, NCDs, Bhubaneswar 751023, Odisha, India
[3] Pondicherry Univ, Dept Bioinformat, Pondicherry, India
[4] Siksha O Anusandhan Deemed Univ, Dept Skin & VD, Inst Med Sci, Bhubaneswar, Odisha, India
[5] Siksha O Anusandhan Deemed Univ, SUM Hosp, Bhubaneswar, Odisha, India
[6] Uppsala Univ, Dept Phys & Astron, Mat Theory Div, Condensed Matter Theory Grp, Uppsala, Sweden
[7] ICMR Reg Med Res Ctr, Div Publ Hlth & Res, Bhubaneswar, Odisha, India
关键词:
antiviral marine alkaloids;
drug-likeness profiles prediction;
molecular docking simulation;
severe acute respiratory syndrome coronavirus-2-Mpro;
INTESTINAL-ABSORPTION;
NATURAL COMPOUNDS;
DELIVERY;
EXPLORATION;
INHIBITION;
DISCOVERY;
ENTROPIES;
ABSOLUTE;
BINDING;
DRUGS;
D O I:
10.1002/prot.26341
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:
The emergence of the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) with the most contagious variants, alpha (B.1.1.7), beta (B.1.351), delta (B.1.617.2), and Omicron (B.1.1.529) has continuously added a higher number of morbidity and mortality, globally. The present integrated bioinformatics-cheminformatics approach was employed to locate potent antiviral marine alkaloids that could be used against SARS-CoV-2. Initially, 57 antiviral marine alkaloids and two repurposing drugs were selected from an extensive literature review. Then, the putative target enzyme SARS-CoV-2 main protease (SARS-CoV-2-Mpro) was retrieved from the protein data bank and carried out a virtual screening-cum-molecular docking study with all candidates using PyRx 0.8 and AutoDock 4.2 software. Further, the molecular dynamics (MD) simulation of the two most potential alkaloids and a drug docking complex at 100 ns (with two ligand topology files from PRODRG and ATB server, separately), the molecular mechanics/Poisson-Boltzmann surface area (MM/PBSA) free energy, and contributions of entropy were investigated. Then, the physicochemical-toxicity-pharmacokinetics-drug-likeness profiles, the frontier molecular orbitals energies (highest occupied molecular orbital, lowest unoccupied molecular orbital, and Delta E), and structural-activity relationship were assessed and analyzed. Based on binding energy, 8-hydroxymanzamine (-10.5 kcal/mol) and manzamine A (-10.1 kcal/mol) from all alkaloids with darunavir (-7.9 kcal/mol) and lopinavir (-7.4 kcal/mol) against SARS-CoV-2-Mpro were recorded. The MD simulation (RMSD, RMSF, Rg, H-bond, MM/PBSA binding energy) illustrated that the 8-hydroxymanzamine exhibits a static thermodynamic feature than the other two complexes. The predicted physicochemical, toxicity, pharmacokinetics, and drug-likeness profiles also revealed that the 8-hydroxymanzamine could be used as a potential lead candidate individually and/or synergistically with darunavir or lopinavir to combat SARS-CoV-2 infection after some pharmacological validation.
引用
收藏
页码:1617 / 1633
页数:17
相关论文