Exploration of Potent Compounds with Glucokinase Activity for Diabetes Through Molecular Docking Analysis
Anitha Roy1, Preetha S2*
1Professor, Department of Pharmacology, Saveetha Dental College and Hospitals,
Saveetha Institute of Medical and Technical Sciences, Chennai 77, Tamil Nadu, India.
2Assistant Professor, Department of Physiology, Sri Lalithambigai Medical College and Hospitals,
Dr. M.G.R. Educational and Research Institute, Service Rd, Maduravoyal, Adayalampattu, Tamil Nadu, India.
*Corresponding Author E-mail: drpreeth.homeo@gmail.com
ABSTRACT:
Herbal medications are used to treat diseases and conditions with fewer adverse effects, ease of availability and low cost. So many bioactive compounds were identified from the plant, Andrographis paniculata . The objective of this study was to determine the molecular interactions of selected compounds with diabetes mellitus (DM) target protein Glucokinase. In this work, the screening of the best molecules as bioactive compounds is accomplished by a molecular docking study with chosen DM target protein. In this study, five possible bioactive compounds such as Andrographolide, 3,14,19-triacetylandrographolide, 14-deoxyandrographolide, Andrograpanin and Neoandrographolide have been successfully identified by binding energy as the most effective ligands for the management of diabetes mellitus.
KEYWORDS: Diabetics, Glucokinase, Andrographis paniculata, Molecular Docking.
INTRODUCTION:
Diabetes mellitus is among the most common and chronic lifestyle diseases in the world and the number of diabetic patients is on the rise1,2. It is a metabolic disorder in which the body does not produce or properly use insulin3,4. The World Health Organization (WHO) reports that about 200 million people worldwide are living with diabetes, which is expected to double by 2030. WHO says that 80 per cent of people die every year due to diabetes in middle-income countries5. The newly published Indian Council for Medical Research-India Diabetes (ICMR-INDIAB) national study estimated that there have been 62.4 million people with type 2 diabetes (T2DM) and 77 million people with pre-diabetes in India6. This would be increased to 100 million by 20307. T2DM primarily affects older people in developed countries, while in developing countries such as India it affects younger people at the height of their working lives and thus presents even larger risks to health of these individuals8.
Several Indian traditional medicines have been investigated for their beneficial use in diabetes and studies on the merits of their use are published in various scientific journals 9.
Andrographis paniculata (Acanthaceae) is one of the most valuable medicinal plants and bio-factories of diterpronidlactons of tremendous value, such as immune-stimulating, anti-inflammatory, anti-fertility, liver protection, anti-HIV and bile-stimulating agents10,11. A number of active components are identified in this plant, which mainly includes diterpronidlactons, flavonoids and polyphenols 12,13.
Glucokinase (GK) is a cytoplasmic monomeric enzyme present in the liver and pancreas14. Its main function is to regulate the amount of glucose in these organs15. In hepatocytes, glucose phosphorylation by glucokinase promotes glucose absorption and metabolism by retaining a gradient for glucose transport to these cells, thereby regulating the elimination of hepatic glucose16. GK is thought to be part of the glucose-sensing system in beta cells and to be involved in the regulation of insulin release. During diabetes, complete or partial insulin deficiency causes carbohydrate metabolism disorders that reduce the activity of several main enzymes such as glucokinase, resulting in impaired glucose utilisation and increased hepatic glucose output17. Hence the enzyme GK could be the drug target for type 2 diabetes (T2D) and its activation could result in lower blood glucose levels regardless of the cause of hyperglycemia18. The goal of this study was therefore to identify the effective compounds that activates Glucokinase from Andrographis paniculata compounds through a molecular docking analysis.
MATERIALS AND METHODS:
Protein Preparation:
The structures of the target receptor of human glucokinase (PDB: 1V4S), was downloaded from protein databank. Before using this structure for docking studies, the heteratoms, water molecules and co-crystallized ligands were removed and then it was saved as pdbqt format.
Ligand Preparation:
12 compounds from Andrographis paniculata were retrieved from PubChem compound database. These molecules were downloaded in Structure Date File (SDF) format and converted to Protein Data Bank (PDB) coordinates by using online smiles translator.
Molecular Docking:
PyRx Virtual Screening Technology was used in the virtual screening of ligands like AutoDock 19 and AutoDock Vina20 with the Lamarckian Genetic Algorithm (LGA) as a score function. Active site dimensions have been configured as a grid for the dock of ligands at which a maximum of 10 has been determined for each ligand. Prior to the start of the docking process, charges were assigned to the protein and ligand structures of AutoDock Vina. The resulting ligands have such a significant potential to be used as drug candidates.
RESULTS AND DISCUSSION:
Many herbs and plant products have been shown to have antihyperglycemic action 21,22. The valuable traditional medicinal plant Andrographis paniculata (Nees) has numerous significant bioactive components. In humans, it treats and prevents a variety of illnesses 23,24. Hence the present study was designed to study the molecular interactions of selected compounds with diabetes mellitus (DM) target protein Glucokinase. Docking simulations at 1V4S active sites have been performed by the Auto Dock-PyRx software, that have been shown to successfully replicate experimentally measured binding modes in terms of the lowest docking energy. The target protein structure of 1V4S was docked with Andrographis paniculata compounds, which produced good results as shown by the lowest binding energy values. The highest suitable binding modes of all ligands at the target protein active sites have been shown using PYMOL. Hydrogen-binding interaction of selected compounds to target protein and their corresponding energy values are shown in Table 2.
Table 1: List of selected compounds from Andrographis paniculata
S. No |
Compound Name |
1 |
3,14,19-triacetylandrographolide2D_CID_25121277 |
2 |
14-acetylandrographolide2D_CID_71589914 |
3 |
14-deoxy-11,12-didehydroandrographolide_CID_5708351 |
4 |
14-deoxy-14,15-didehydroandrographolide_CID_6473762 |
5 |
14-deoxyandrographolide_CID_11624161 |
6 |
Andrograpanin_CID_11666871 |
7 |
Andrographolide_CID_5318517 |
8 |
Isoandrographolide_CID_49841562 |
9 |
Neoandrographolide_CID_9848024 |
10 |
phytol_CID_5280435 |
Figure 1a demonstrates the outcome of human glucokinase (1V4S) docking analysis with 3, 14,19-triacetylandrographolide. Glucokinase amino acid residues such as THR-82, ARG-85, LYS-169 THR-228 and SER-445 were formed by H-bond with 3,14,19-triacetylandrographolide. It also demonstrates strong binding energy—6.8kcal / mol. Figure 1b showed that Andrographolide exhibited significant interactions with glucokinase protein. It was formed by four H-bonds, i.e. THR-82, SER-161, ASP-305 and SER-411. Andrographolide also exhibited a strong bond with glucokinase in terms of binding energy. It Showed a binding energy of-7.2 kcl / mol.
Figure 1c shows that 14-deoxyandrographolide also exhibited heavy interaction with 1V4S through the formation of H-bonds with ASP-78, ARG-85, LYS-169, SER-1517THR-228 residues. The binding energy of the complex was-7.3 kcal / mol. Figure 1d shows that Andrograpanine formed H-bonds with THR-228, GLU-443, GLY-444 and SER-445. It indicates that the binding energy was-6.9 kal / mol. Figure 1E depicted that Neoandrographolide exhibited very strong interactions with glucokinase through H-bond interactions with LYS-169, THR-228, GLY-229, ASP-409, LYS-414 and GLU-443. It formed six hydrogen bond interactions and also showed good binding energy i.e -7.2.
Figure 1: Molecualr interaction of Glucokinase with a) 3,14,19-triacetylandrographolide b) Andrographolide c) 14-deoxyandrographolide d) Andrograpanin e) Neoandrographolide
Molecular docking studies are widely accepted for drug screening 25-27 Here, the compounds identified from the Andrographis paniculata in the current study showed the strong activity against glucokinase protein in terms of binding energy and hydrogen bond interaction. Hence, it is evident from the analysis that the compounds from Andrographis paniculata can also be used as an anti- diabetic agent after experimental validation.
CONCLUSION:
Docking studies of the ligand Andrographis paniculata with glucokinase target protein showed that compounds such as 3,14,19-triacetylandrographolide, Andrographolide, 14-deoxyandrographolide, Andrograpanin and Neoandrographolide dock well with target related to diabetes mellitus. Hence, Andrographis paniculata may play an important role in blood glucose regulation via activation of GK.
CONFLICT OF INTEREST:
The authors have no conflicts of interest.
1. Neeli Parvathi, Rajitha Rajendran, Subramanian Iyyam Pillai, Sorimuthu Pillai Subramanian. In Silico Studies on the Antidiabetic activity of Avicularin. Research Journal of Pharmacy and Technology. 2024; 17(1): 19-4. doi: 10.52711/0974-360X.2024.00004
2. Venkata Lakshmi J, Ch. M. Kumari Chitturi, C. Appa Rao. In Vitro Evaluation of Alpha Amylase and Alpha Glucosidase Inhibitory Activity of Kamadhenu Ark extracts of Climate Smart Crop Millets. Research Journal of Pharmacy and Technology. 2024; 17(1): 81-6. doi: 10.52711/0974-360X.2024.00013
3. P.M. Patil, P.D. Chaudhari, N.J. Duragkar, P.P. Katolkar. Formulation and Evaluation its Anti-diabetic Activity of Liquid Oral Preparation of Gymnema sylvestre and Stevia rebaudiana and their Combination in Alloxan Diabetic Rats. Research J. Pharm. and Tech. 2010; Oct.-Dec. 3 (4): 1200-1204
4. Bhutkar MA, Bhise SB. Spices and Condiments in the management of Diabetes mellitus. Research J. Pharm. and Tech. 2011; 4(1): 37-42.
5. Tabish SA. Is Diabetes Becoming the Biggest Epidemic of the Twenty-first Century? Int J Health Sci (Qassim). 2007; Jul; 1(2): V-VIII. PMID: 21475425; PMCID: PMC3068646.
6. Anjana RM, Pradeepa R, Deepa M, Datta M, Sudha V, Unnikrishnan R, Nath LM, Das AK, Madhu SV, Rao PV, Shukla DK, Kaur T, Ali MK, Mohan V. The Indian Council of Medical Research-India Diabetes (ICMR-INDIAB) study: methodological details. J Diabetes Sci Technol. 2011 Jul 1;5(4):906-14. doi: 10.1177/193229681100500413. PMID: 21880233; PMCID: PMC3192597.
7. Kaveeshwar SA, Cornwall J. The current state of diabetes mellitus in India. Australas Med J. 2014 Jan 31; 7(1): 45-8. doi: 10.4066/AMJ.2013.1979. PMID: 24567766; PMCID: PMC3920109
8. Wu Y, Ding Y, Tanaka Y, Zhang W. Risk factors contributing to type 2 diabetes and recent advances in the treatment and prevention. International Journal of Medical Sciences. 2014; 11(11): 1185-1200. DOI: 10.7150/ijms.10001. PMID: 25249787; PMCID: PMC4166864.
9. M. Kamala, M. Shakeera Banu, R. Senthil, A. Vijaya Anand. Anti–Hyperglycemic and Anti–Hyperlipidemic Potentials of Psidium guajava Fruit Extract – a Review. Research J. Pharm. and Tech. 2011; 4(7): 1033-1036
10. Avbunudiogba John Afokoghene, Okafo Sinodukoo Eziuzo, Nwobi Chidimma Lynda. Antimicrobial investigation, Formulation and Evaluation of Andrographis paniculata aqueous herbal cream for topical application. Research Journal of Pharmacy and Technology. 2022; 15(8): 3553-8. doi: 10.52711/0974-360X.2022.00596
11. Jayakumar T, Hsieh CY, Lee JJ, Sheu JR. Experimental and Clinical Pharmacology of Andrographis paniculata and Its Major Bioactive Phytoconstituent Andrographolide. Evidence-based Complementary and Alternative Medicine: Ecam. 2013; 2013: 846740. DOI: 10.1155/2013/846740. PMID: 23634174; PMCID: PMC3619690.
12. Chao WW, Lin BF. Isolation and identification of bioactive compounds in Andrographis paniculata (Chuanxinlian). Chin Med. 2010; May 13; 5: 17. doi: 10.1186/1749-8546-5-17. PMID: 20465823; PMCID: PMC2881933
13. Ekta Singh Chauhan, Kriti Sharma, Renu Bist. Andrographis paniculata: A Review of its Phytochemistry and Pharmacological Activities. Research J. Pharm. and Tech. 2019; 12(2): 891-900
14. Jeyabaskar Suganya, Viswanathan T, Mahendran Radha, Nishandhini Marimuthu. In silico Molecular Docking studies to investigate interactions of natural Camptothecin molecule with diabetic enzymes. Research J. Pharm. and Tech. 2017; 10(9): 2917-2922.
15. Matschinsky FM, Wilson DF. The Central Role of Glucokinase in Glucose Homeostasis: A Perspective 50 Years After Demonstrating the Presence of the Enzyme in Islets of Langerhans. Front Physiol. 2019; Mar 6; 10: 148. doi: 10.3389/fphys.2019.00148. PMID: 30949058; PMCID: PMC6435959
16. Adeva-Andany MM, Pérez-Felpete N, Fernández-Fernández C, Donapetry-García C, Pazos-García C. Liver glucose metabolism in humans. Biosci Rep. 2016; Nov 29; 36(6): e00416. doi: 10.1042/BSR20160385. PMID: 27707936; PMCID: PMC5293555
17. Rines AK, Sharabi K, Tavares CD, Puigserver P. Targeting hepatic glucose metabolism in the treatment of type 2 diabetes. Nat Rev Drug Discov. 2016; Nov; 15(11): 786-804. doi: 10.1038/nrd.2016.151. Epub 2016 Aug 12. PMID: 27516169; PMCID: PMC5751421.
18. Marín-Peñalver JJ, Martín-Timón I, Sevillano-Collantes C, Del Cañizo-Gomez FJ. Update on the treatment of type 2 diabetes mellitus. World J Diabetes. 2016; Sep 15; 7(17): 354-95. doi: 10.4239/wjd.v7.i17.354. PMID: 27660695; PMCID: PMC5027002.
19. Trott O, Olson AJ. AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J Comput Chem. 2010; Jan 30; 31(2): 455-61. doi: 10.1002/jcc.21334. PMID: 19499576; PMCID: PMC3041641.
20. Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ. AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility. J Comput Chem. 2009; Dec; 30(16): 2785-91. doi: 10.1002/jcc.21256. PMID: 19399780; PMCID: PMC2760638
21. Jayaraman S, Roy A, Vengadassalapathy S, Sekar R, Veeraraghavan VP, Rajagopal P, Rengasamy G, Mukherjee R, Sekar D, Manjunathan R. An Overview on the Therapeutic Function of Foods Enriched with Plant Sterols in Diabetes Management. Antioxidants. 2021; Nov 27; 10(12): 1903.
22. Aneesa, Nilamaideen Noorul1; Anitha, Roy1,; Varghese, Sheeja2. Antidiabetic Activity of Ajwain Oil in Different In Vitro Models. Journal of Pharmacy and Bioallied Sciences. 2019; Apr–Jun. 11(2): 142-147. | DOI: 10.4103/jpbs.JPBS_128_18
23. Madhavi Sahu, S. Prakash Rao. Review Literature: Andrographis paniculata. Res. J. Pharmacology and Pharmacodynamics. 2018; 10(4): 166-170. doi: 10.5958/2321-5836.2018.00031.9
24. Mamatha A. Brine Shrimp Lethality Test of Andrographis paniculata. Research J. Pharm. and Tech. 2014; July 7(7): 743-745.
25. Prathap, L., Jayaraman, S., Roy, A., Santhakumar, P., and Jeevitha, M. Molecular docking analysis of stachydrine and sakuranetin with IL-6 and TNF-α in the context of inflammation. Bioinformation. 2021; 17(2): 363–368. https://doi.org/10.6026/97320630017363
26. Roy A. Molecular docking analysis of compounds from Andrographis paniculata with EGFR. Bioinformation, 2021; 17(1); 23–28. https://doi.org/10.6026/97320630017023
27. Santhakumar, P., Prathap, L., Roy, A., Jayaraman, S., and Jeevitha, M. Molecular docking analysis of furfural and isoginkgetin with heme oxygenase I and PPARγ. Bioinformation, 2021; 17(2); 356–362. https://doi.org/10.6026/97320630017356
Received on 21.03.2024 Revised on 19.06.2024 Accepted on 02.08.2024 Published on 24.12.2024 Available online from December 27, 2024 Research J. Pharmacy and Technology. 2024;17(12):5981-5983. DOI: 10.52711/0974-360X.2024.00907 © RJPT All right reserved
|