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
共 53 条
[1]   Pharmacokinetic studies of nanoparticles as a delivery system for conventional drugs and herb-derived compounds for cancer therapy: a systematic review [J].
Abdifetah, Omar ;
Na-Bangchang, Kesara .
INTERNATIONAL JOURNAL OF NANOMEDICINE, 2019, 14 :5659-5677
[2]   Current Status of Epidemiology, Diagnosis, Therapeutics, and Vaccines for Novel Coronavirus Disease 2019 (COVID-19) [J].
Ahn, Dae-Gyun ;
Shin, Hye-Jin ;
Kim, Mi-Hwa ;
Lee, Sunhee ;
Kim, Hae-Soo ;
Myoung, Jinjong ;
Kim, Bum-Tae ;
Kim, Seong-Jun .
JOURNAL OF MICROBIOLOGY AND BIOTECHNOLOGY, 2020, 30 (03) :313-324
[3]   P-glycoprotein Inhibition for Optimal Drug Delivery [J].
Amin, Md. Lutful .
DRUG TARGET INSIGHTS, 2013, 7 :27-34
[4]   Protease targeted COVID-19 drug discovery: What we have learned from the past SARS-CoV inhibitors? [J].
Amin, Sk Abdul ;
Banerjee, Suvankar ;
Gayen, Shovanlal ;
Jha, Tarun .
EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY, 2021, 215
[5]   Structural insights into SARS-CoV-2 proteins [J].
Arya, Rimanshee ;
Kumari, Shweta ;
Pandey, Bharati ;
Mistry, Hiral ;
Bihani, Subhash C. ;
Das, Amit ;
Prashar, Vishal ;
Gupta, Gagan D. ;
Panicker, Lata ;
Kumar, Mukesh .
JOURNAL OF MOLECULAR BIOLOGY, 2021, 433 (02)
[6]   Review of registered clinical trials for the treatment of COVID-19 [J].
Babaei, Fatemeh ;
Mirzababaei, Mohammadreza ;
Nassiri-Asl, Marjan ;
Hosseinzadeh, Hossein .
DRUG DEVELOPMENT RESEARCH, 2021, 82 (04) :474-493
[7]   BDDCS, the Rule of 5 and drugability [J].
Benet, Leslie Z. ;
Hosey, Chelsea M. ;
Ursu, Oleg ;
Oprea, Tudor I. .
ADVANCED DRUG DELIVERY REVIEWS, 2016, 101 :89-98
[8]   Exploration of natural compounds with anti-SARS-CoV-2 activity via inhibition of SARS-CoV-2 Mpro [J].
Bharadwaj, Shiv ;
Dubey, Amit ;
Yadava, Umesh ;
Mishra, Sarad Kumar ;
Kang, Sang Gu ;
Dwivedi, Vivek Dhar .
BRIEFINGS IN BIOINFORMATICS, 2021, 22 (02) :1361-1377
[9]   Can Algal Derived Bioactive Metabolites Serve as Potential Therapeutics for the Treatment of SARS-CoV-2 Like Viral Infection? [J].
Bhatt, Ankita ;
Arora, Pratham ;
Prajapati, Sanjeev Kumar .
FRONTIERS IN MICROBIOLOGY, 2020, 11
[10]   Advancing Drug Discovery via Artificial Intelligence [J].
Chan, H. C. Stephen ;
Shan, Hanbin ;
Dahoun, Thamani ;
Vogel, Horst ;
Yuan, Shuguang .
TRENDS IN PHARMACOLOGICAL SCIENCES, 2019, 40 (08) :592-604