Identification of new snake venom zinc Metalloproteinase inhibitor using docking studies from Plectanthus amboinicus
Subramaniam Sivakumar*, Manju P
Department of Biochemistry, Sri Sankara Arts and Science College (Autonomous), Enathur – 631561.
*Corresponding Author E-mail: sivabio@gmail.com
Snake bites cause considerable morbidity and mortality worldwide. Snake bite can require intensive care since they are life-threatening injuries. India found to have the highest snakebite mortality in the world. World Health Organization (WHO) estimates place the number of bites to be 83,000 per annum with 11,000 deaths. Snake bite is one of the most neglected public health issues. Metalloproteinases are among the most abundant toxins in many Viperidae venoms. Snake venom zinc metalloproteinase (SVMP) causes haemorrhage. It also induces skeletal muscle damage and microvessel disruption. In the present study, strategy was planned to identify the drug against SVMP through bioinformatics tools. Docking was carried out between SVMP and chemical compounds retrieved from Plectanthus amboinicus. From the docking score two chemical compounds namely beta-sitosterol beta-D glucoside and euscaphic compound were selected with highest scores 5886 and 5180 respectively. By applying Lipinski’s rule of five, euscaphic compound found to be effective druggable inhibitor against SVMP enzyme.
KEYWORDS: Snake bite, metalloproteinase, Plectanthus amboinicus, docking, inhibitor, molinspiration, PatchDock.
INTRODUCTION:
Throughout the world, snake bites remain life-threatening injuries1-4, sometimes requiring intensive care5. Similar to malaria, dengue hemorrhagic fever, tuberculosis, and parasitic diseases, the risk of snake bite is always present1. In 2009, the World Health Organization (WHO) added snake bites to the list of neglected tropical diseases, which includes dengue hemorrhagic fever, cholera, and Japanese encephalitis. The mortality associated with snake bites is much greater than that of other neglected tropical diseases1,6. Snake venom metalloproteinases (SVMPs) are the primary factors responsible for hemorrhage and may also interfere with the hemostatic system, thus facilitating loss of blood from the vasculature of the prey7.
In addition to hemorrhage, venom metalloproteinases induce skeletal muscle damage, myonecrosis, which seems to be secondary to the ischemia that ensues in muscle tissue as a consequence of bleeding and reduced perfusion. Microvessel disruption by metalloproteinases also impairs skeletal muscle regeneration, being therefore responsible of fibrosis and permanent tissue loss after snake bites8.
The world health organization (WHO) estimated that 80% of the population of developing countries depend on traditional medicines mostly plant drugs for their primary health care needs. Also, modern pharmacopoeia still contains at least 25% of drug derived from plants and many others are synthetic analogous build on prototype compounds isolated from medicinal plants. They are used for wide range of health-related applications from common cold to memory improvement and treatment of poisonous snake bites, enhancements of general immunity etc., India is the one of the major countries inhabited by a large number of tribal communities who possess precious and unique knowledge about the use of wild plants for treating human ailments9,10.
Plectranthus amboinicus (Karpooravalli in tamil) is a tender fleshy perennial plant in the family Lamiaceae with oregano like flavor and odor, reported for many traditional uses, especially for the treatment of cough, sore throat and other nasal congestion. It is also used for a range of other problems such as infection, rheumatism and flatulence10,11. Plectranthus amboinicus Benth may be used for treating poisonous snake bites, and relieving symptoms such as headache, flatulence, vomiting, diarrhea and fever. Metalloproteinases are among the most abundant toxins in many Viperidae venoms. Snake venom zinc metalloproteinase (SVMP) causes haemorrhage. It also induces skeletal muscle damage and microvessel disruption. The aim of the study is to identify the active principle from Plectanthus amboinicus, a medicinal plant used in folk medicine to treat snake bite. In the present study, strategy was planned to identify the drug against SVMP through bioinformatics tools.
METHODOLOGY:
Retrieval of Protein sequence of snake venom:
Protein sequence of snake venom metalloproteinase was retrieved from Uniprot12 database.
Chemical constituent retrieval from Plectanthus amboinicus:
Eighteen chemical constituents present in Plectanthus amboinicus were retrieved from literature of Roshan et al., 201011.
Prediction of Tertiary structure of snake venom metalloproteinase:
Tertiary structure of snake venom metalloproteinase was achieved using CPH Model13 server.
Preparation of list of ligands from Pubchem against snake venom metalloproteinase:
List of ligands from Plectanthus amboinicus against snake venom metalloproteinase were identified from Pubchem. The structure and smile formats of ligands were collected from pubchem.
Docking of snake venom metalloproteinase with ligands:
The collected structure of ligands and structure of snake venom metalloproteinase were subjected into PatchDock14 server for docking.
Selection of best ligands:
Best ligand was selected on the basis of docking score and Lipinski’s rule of five.
RESULTS AND DISCUSSION:
Snake venom metalloproteinase is an important constituent present in higher concentration of about 30% in snake venom. Protein sequence for SVMP was retrieved from Uniprot database with Id P30431. Eighteen chemical constituents from the plant Plectanthus amboinicus extracted retrieved from Roshan et al., (2010) study which are 6-methoxy-genkawanin, apigenin, butylaniside, carvacrol, beta-caryophylle, chrysoeriol, 1,8-cineole, cirsimaritin, crategolic, p-cymene, eriodictyol, ethylsalicylate, euscaphic, limonene, luteolin, myrcene, oleanolic, oxaloacetate, pinenes, pomolic, quercetin, salvigenin, selenene, beta-sitosterol beta-D-glucoside, taxifolin, terpinen-4ol, terpinene, tetrahydroxyurs 12-en-28oic, thymol, tormentic acid, ursolic acid and verbenone. The tertiary structure for SVMP was predicted using CPH Model which was shown in figure-1. The tertiary structures for eighteen chemical constituents were retrieved from Pubchem database.
Docking was carried out between SVMP and eighteen chemical compounds using PatchDock server. The docking scores represented in table-1. From the docking scores of eighteen phytochemical compounds, two chemical compounds namely beta-sitosterol beta-D glucoside and euscaphic compound selected with highest scores 5886 and 5180 respectively. The docked images of the selected phytochemicals depicted in figure-2.
Molinspiration15 online tool was utilized to predict molecular properties of beta-sitosterol beta-D glucoside and euscaphic compound. From the molinspiration results, it was concluded that euscaphic compound is the best inhibitor of snake venom metalloproteinase because none of the violation regarding Lipinski’s rule of five16 rules exhibited by it. Through the present study, the plant Plectanthus amboinicus has the ability to inhibit snake venom metalloproteinase determined through in-silico study. However, these findings should be confirmed with wetlab studies before ascertaining the effectiveness of chemical compound as drug.
Figure-1: Tertiary structure of SVMP.
Figure -2: Docked structures of two phytochemicals
Table-1: Docked score of phytochemicals from the plant Plectanthus amboinicus
|
Sl. No. |
Pubchem CID |
Phytochemicals |
PatchDock scores |
|
01 |
221442 |
Butylaniside |
3804 |
|
02 |
5281515 |
Beta-caryophylle |
3868 |
|
03 |
54750596 |
Ethylsalicylate |
2968 |
|
04 |
3314 |
Eugenol |
3190 |
|
05 |
22311 |
Limonene |
2978 |
|
06 |
10364 |
Carvacrol |
3078 |
|
07 |
970 |
Oxaloacetate |
2018 |
|
08 |
637961 |
Selenene |
1836 |
|
09 |
29025 |
Verbenone |
2390 |
|
10 |
2758 |
1,8-Cineol |
2752 |
|
11 |
6654 |
Pinenes |
2254 |
|
12 |
6989 |
Thymol |
3064 |
|
13 |
5742590 |
Beta-sitosterol beta-D-Glycoside |
5886 |
|
14 |
11230 |
Terpinen-4ol |
2922 |
|
15 |
7463 |
p-Cymene |
4968 |
|
16 |
161271 |
Salvigenin |
4662 |
|
17 |
31253 |
Myrcene |
3414 |
|
18 |
471426 |
Euscaphic |
5180 |
Table - 2: Molinspiration results of Beta-sitosterol beta-D glucoside and euscaphic.
|
Sl. No. |
Drug name |
Log P value |
TPSA |
N atoms |
Hydrogen bond acceptor |
Hydrogen bond donor |
No. of violation of Lipinski’s rule of five |
|
01 |
Beta-sitosterol beta-D glucoside |
7.15 |
99.38 |
41 |
6 |
4 |
2 |
|
02 |
Euscaphic |
4.93 |
97.98 |
35 |
5 |
4 |
0 |
CONFLICT OF INTEREST:
The authors declare no conflict of interest.
REFERENCES:
1. Williams D, Gutierrez JM, Harrison R, Warrell DA, White J, Winkel KD, and Gopalakrishnakone P. The Global Snake Bite Initiative: an antidote for snake bite. Lancet. 2010; 375: 89–91.
2. Warrell DA. Snake bite. Lancet. 2010; 375: 77–88.
3. Gold BS, Dart RC, and Barish RA. Bites of venomous snakes. N Engl J Med. 2002; 347: 347–356.
4. Kitchens CS, and Van Mierop LH. Envenomation by the Eastern coral snake (Micrurus fulvius fulvius). A study of 39 victims. JAMA. 1987; 258: 1615–1618.
5. Hifumi T, Atsushi Sakai, Akihiko Yamamoto, Masahiro Murakawa, Manabu Ato, Keigo Shibayama, Hiroshi Kato, Yuichi Koido, Junichi Inoue, Yuko Abe, Kenya Kawakita, Masanobu Hagiike, Akihiko Ginnaga, and Yasuhiro Kuroda. Effect of antivenom therapy of Rhabdophis tigrinus (Yamakagashi snake) bites. J Intensive Care. 2014; 2:44.
6. Hifumi T, Atsushi Sakai, Yutaka Kondo, Akihiko Yamamoto, Nobuya Morine, Manabu Ato, Keigo Shibayama, Kazuo Umezawa, Nobuaki Kiriu, Hiroshi Kato, Yuichi Koido, Junichi Inoue, Kenya Kawakita and Yasuhiro Kuroda. Venomous snake bites: clinical diagnosis and treatment. Journal of Intensive Care. 2015; 3:16.
7. Takeda S, Takeya H, and Iwanaga S. Snake venom metalloproteinases: structure, function and relevance to the mammalian ADAM/ADAMTS family proteins. Biochim Biophys Acta. 2012; 1824(1): 164-176.
8. Gutierrez JM, and Rucavado A., Snake venom metalloproteinases: their role in the pathogenesis of local tissue damage. Biochimie. 2000; 82(9-10): 841-850.
9. Report of the task force on Conservation and Sustainable use of Medicinal plants: Government of India – Planning Commission. 2000; 1-194.
10. Manjamalai, A., Tom Alexander, and Berlin Grace, VM. Bioactive evaluation of the essential oil of Plectranthus amboinicus by GC-MS analysis and its role as a drug for microbial infections and inflammation. Int. J Pharm Pharm Sci. 2012; 4(3): 205-211.
11. Roshan P, Naveen M, and Manjul PS, Gulzar, Anita S and Sudarshan S. Plectranthus amboinicus (Lour) Spreng: an overview. The Pharma Research 2010; 4: 01-15.
12. UniProt: the universal protein knowledgebase, Nucleic Acids Res. 2017; 45: D158-D169.
13. Nielsen M, Lundegaard C, Lund O, and Petersen TN. CPHmodels-3.0 - Remote homology modeling using structure guided sequence profiles, Nucleic Acids Research. 2010; 38: doi:10.1093/nar/gkq535.
14. Schneidman-Duhovny D, Inbar Y, Nussinov R, and Wolfson HJ. PatchDock and SymmDock: servers for rigid and symmetric docking. Nucl. Acids. Res. 2005; 33: W363-367.
15. Ertl P, Rohde B, and Selzer P. Fast calculation of molecular polar surface area as a sum of fragment-based contributions and its application to the prediction of drug transport properties. J. Med. Chem. 2000; 43: 3714-3717.
16. Lipinski CA, Lombardo F, Dominy BW, Feeney PJ, Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Adv. Drug. Delivery Rev. 1997; 23: 4-25.
Received on 18.05.2017 Accepted on 11.08.2017
© Asian Pharma Press All Right Reserved
Asian J. Res. Pharm. Sci. 2017; 7(3): 132-134.
DOI: 10.5958/2231-5659.2017.00021.2