EXPLORING JACKFRUIT FLOUR POLYPHENOLS AS PROMISING SGLT-2 INHIBITORS FOR HYPERGLYCEMIA MANAGEMENT

Authors

  • SHASHANK M. PATIL Department of Biotechnology and Bioinformatics, JSS Academy of Higher Education & Research, Mysore–570015, Karnataka, India https://orcid.org/0000-0002-7538-311X
  • MANU G. Department of Physiology, JSS Medical College, JSS Academy of Higher Education & Research, Mysore-570015, Karnataka, India
  • RAMYA C. M. Department of Physiology, JSS Medical College, JSS Academy of Higher Education & Research, Mysore-570015, Karnataka, India https://orcid.org/0000-0003-0823-7910
  • RAJASHEKHARA S. Department of Chemical Engineering, Siddaganga Institute of Technology, BH Road, Tumakuru-572103, Karnataka, India https://orcid.org/0000-0002-5736-6121
  • SUDHANVA M. DESAI Department of Chemical Engineering, Dayananda Sagar College of Engineering, Bengaluru–560078, Karnataka, India https://orcid.org/0000-0003-2776-5815
  • SARAVANAN PARAMESWARAN Department of Biotechnology and Bioinformatics, JSS Academy of Higher Education & Research, Mysore–570015, Karnataka, India https://orcid.org/0000-0001-9279-2620
  • RAMITH RAMU Department of Biotechnology and Bioinformatics, JSS Academy of Higher Education & Research, Mysore–570015, Karnataka, India

DOI:

https://doi.org/10.22159/ijap.2025v17i1.52573

Keywords:

SGLT-2 inhibitors, Caffeic acid, Syringic acid, Empagliflozin, Molecular docking, Molecular dynamics simulation, Binding free energy calculations

Abstract

Objective: This study explored the potential of dietary polyphenols from whole green jackfruit flour as natural Sodium-Glucose Co-Transporter-2 (SGLT-2) inhibitors for managing hyperglycemia in diabetes mellitus.

Methods: Advanced bio-computational techniques, including molecular docking, Molecular Dynamics (MD) simulations, and binding free energy calculations, were employed to identify and assess polyphenols from jackfruit flour. Caffeic and syringic acids were highlighted for their strong binding affinities to the SGLT-2 receptor. Additionally, a ligand-based pharmacophore model was developed using caffeic acid as a reference to screen for new lead compounds in commercial and natural product databases.

Results: The study found that caffeic acid and syringic acid exhibited stronger binding affinities and more stable interaction profiles with the SGLT-2 receptor than the standard drug empagliflozin. MD simulations demonstrated that these compounds provided greater stability in the binding site, indicating their potential efficacy as SGLT-2 inhibitors. The pharmacophore screening further supported these findings, identifying both compounds as promising lead candidates.

Among the 14 dietary polyphenols obtained from High-Performance Liquid Chromatography (HPLC), a molecular docking study suggested that caffeic acid (binding affinity: -9.0 kcal/mol) and syringic acid (binding affinity: -9.1 kcal/mol) exhibited stronger binding affinities and more stable interaction profiles with the SGLT-2 receptor compared to the standard drug empagliflozin (binding affinity: -10.4 kcal/mol). Further, molecular dynamics simulations demonstrated that these compounds provided greater stability in the binding site, indicating their potential efficacy as SGLT-2 inhibitors through Root Mean Square Deviation (RMSD), Root Mean Square Fluctuation (RMSF), Radius of Gyration (Rg), Solvent Accessible Surface Area (SASA), and ligand hydrogen bonds. The pharmacophore screening further supported these findings, identifying both compounds as promising lead candidates.

Conclusion: This study is the first to identify caffeic acid and syringic acid from whole green jackfruit flour as effective SGLT-2 inhibitors. These natural compounds show significant potential as novel agents for managing hyperglycemia and diabetes mellitus. The findings support further exploration of plant-derived therapies in diabetes treatment.

Downloads

Download data is not yet available.

References

Patil SM, Shirahatti PS, Ramu R. Azadirachtaindica A. Juss (neem) against diabetes mellitus: a critical review on its phytochemistry, pharmacology, and toxicology. J Pharm Pharmacol. 2022;74(5):681-710. doi:10.1093/jpp/rgab098.

Prashanth k, K S, M Patil S, Ramu R. A systematic review on enhanced transmission and effects of severe acute respiratory syndrome coronavirus-2: an indian scenario. Asian j pharm clin res. 2020 Nov. 7 13(11):18-24. https://doi.org/10.22159/ajpcr.2020.v13i11.39261.

V. B. CK, Patil SM, Shirahatti PS, S. S, M. T, Ranganatha LV, M. K. J, Ramu R. The current status and perspectives for the emerging pandemic: covid-19. Int J Pharm Pharm Sci. 2020 Aug. 1;12(8):1-10.

Simha N A, Patil SM, MK J, Wong LS, Kijsomporn J, Raj R, Ramu R. From sugar binders to diabetes fighters: the lectin saga of antihyperglycemic activity through systematic review and meta-analysis. Frontiers in Pharmacology. 2024 Sep 11;15:1382876.

Abdul-Ghani MA, Norton L, DeFronzo RA. Renal sodium-glucose cotransporter inhibition in the management of type 2 diabetes mellitus.Am J Physiol Renal Physiol. 2015;309(11):F889-F900. doi:10.1152/ajprenal.00267.2015

Abdul-Ghani MA, Norton L, Defronzo RA. Role of sodium-glucose cotransporter 2 (SGLT 2) inhibitors in the treatment of type 2 diabetes.Endocr Rev. 2011;32(4):515-531. doi:10.1210/er.2010-0029

Patil SM, Jayanthi MK, Ramu R. Sestrin 2 as a New Biomarker in Obesity and Diabetes Mellitus: A New Key Player in the Metabolic Regulation. International Journal of Health and Allied Sciences. 2024;13:34e41.

Fonseca-Correa JI, Correa-Rotter R. Sodium-Glucose Cotransporter 2 Inhibitors Mechanisms of Action: A Review. Front Med (Lausanne). 2021;8:777861. Published 2021 Dec 20. doi:10.3389/fmed.2021.777861.

Ramu RA, Shirahatti PS, Zameer FA, Lakkapa DB, Nagendra M. Evaluation of Banana (Musa sp. var. Nanjangud Rasa bale) flower and pseudostem extracts on antimicrobial, cytotoxicity and thrombolytic activities. Int J Pharm Pharm Sci. 2015;7(1):136-40.

Ramu RA, Shirahatti PS, Shrisha NB, Varsha RS, Nagendra MN. Impact of active compounds isolated from banana (Musa sp. var. Nanjangud rasabale) flower and pseudostem towards cytoprotective and DNA protection activities. Int J Pharm Sci. 2017;9(10):21-3. DOI: https://doi.org/10.22159/ijpps.2017v9i10.20560.

Hsia DS, Grove O, Cefalu WT. An update on sodium-glucose co-transporter-2 inhibitors for the treatment of diabetes mellitus.CurrOpinEndocrinol Diabetes Obes. 2017;24(1):73-79. doi:10.1097/MED.0000000000000311

Ferrannini E. Sodium-Glucose Co-transporters and Their Inhibition: Clinical Physiology. Cell Metab. 2017;26(1):27-38. doi:10.1016/j.cmet.2017.04.011

Kalra S. Sodium Glucose Co-Transporter-2 (SGLT-2) Inhibitors: A Review of Their Basic and Clinical Pharmacology [published correction appears in Diabetes Ther. 2015 Mar;6(1):95. doi: 10.1007/s13300-015-0095-1]. Diabetes Ther. 2014;5(2):355-366. doi:10.1007/s13300-014-0089-4

Zhang L, Tu ZC, Xie X, et al. Jackfruit (Artocarpusheterophyllus Lam.) peel: A better source of antioxidants and a-glucosidase inhibitors than pulp, flake and seed, and phytochemical profile by HPLC-QTOF-MS/MS. Food Chem. 2017;234:303-313. doi:10.1016/j.foodchem.2017.05.003

Maradesha T, Patil SM, Al-Mutairi KA, Ramu R, Madhunapantula SV, Alqadi T. Inhibitory Effect of Polyphenols from the Whole Green Jackfruit Flour against α-Glucosidase, α-Amylase, Aldose Reductase and Glycation at Multiple Stages and Their Interaction: Inhibition Kinetics and Molecular Simulations. Molecules. 2022;27(6):1888. Published 2022 Mar 14. doi:10.3390/molecules27061888

Baliga, M.S.; Shivashankara, A.R.; Haniadka, R.; Dsouza, J.; Bhat, H.P. Phytochemistry; nutritional and pharmacological properties of Artocarpusheterophyllus Lam (jackfruit): A review. Food Res Int. 2011, 44, 1800-1811.

Simha AN, Patil SM, Chagalamari A, Satish AM, Ramu R. Protocol to identify multiple protein targets and therapeutic compounds using an in silico polypharmacological approach. STAR protocols. 2023 Sep 15;4(3):102440.

Maradesha, T.; Patil, S.M.; Phanindra, B.; Achar, R.R.; Silina, E.; Stupin, V.; Ramu, R. Multiprotein Inhibitory Effect of Dietary Polyphenol Rutin from Whole Green Jackfruit Flour Targeting Different Stages of Diabetes Mellitus: Defining a Bio-Computational Stratagem. Separations.2022, 9(9), 262.

Patil SM, Martiz RM, Ramu R, et al. Evaluation of flavonoids from banana pseudostem and flower (quercetin and catechin) as potent inhibitors of α-glucosidase: An in silico perspective. J Biomol Struct Dyn. 2022;40(23):12491-12505. doi:10.1080/07391102.2021.1971561

Martiz RM, Patil SM, Abdulaziz M, et al. Defining the Role of Isoeugenol from Ocimum tenuiflorum against Diabetes Mellitus-Linked Alzheimer's Disease through Network Pharmacology and Computational Methods. Molecules. 2022;27(8):2398. Published 2022 Apr 7. doi:10.3390/molecules27082398

Patil SM, Martiz RM, Ramu R, et al. In silicoidentification of novel benzophenone-coumarin derivatives as SARS-CoV-2 RNA-dependent RNA polymerase (RdRp) inhibitors.J BiomolStructDyn. 2022;40(23):13032-13048. doi:10.1080/07391102.2021.1978322

Martiz RM, Patil SM, Ramu R, et al. Discovery of novel benzophenone integrated derivatives as anti-Alzheimer's agents targeting presenilin-1 and presenilin-2 inhibition: A computational approach. PLoS One. 2022;17(4):e0265022. Published 2022 Apr 8. doi:10.1371/journal.pone.0265022

Kumar V, Shetty P, H S A, et al. Potential Fluorinated Anti-MRSA Thiazolidinone Derivatives with Antibacterial, Antitubercular Activity and Molecular Docking Studies. ChemBiodivers. 2022;19(2):e202100532. doi:10.1002/cbdv.202100532

Kumar, V.; Ramu, R.; Shirahatti, P.S.; Kumari, V.C.; Sushma, P.; Mandal, S.P.; Patil, S.M. α-Glucosidase; α-Amylase Inhibition; Kinetics and Docking Studies of Novel (2-Chloro-6-(trifluoromethyl) benzyloxy) arylidene) Based Rhodanine and Rhodanine Acetic Acid Derivatives. Chem Select. 2021, 6, 9637–9644.

Sreepathi N, Kumari VC, Huligere SS, Al-Odayni AB, Lasehinde V, Jayanthi MK, Ramu R. Screening for potential novel probiotic Levilactobacillus brevis RAMULAB52 with antihyperglycemic property from fermented Carica papaya L. Frontiers in Microbiology. 2023 Jun 20;14:1168102. https://doi.org/10.3389/fmicb.2023.1168102

Patil SM, Maruthi KR, Bajpe SN, et al. Comparative molecular docking and simulation analysis of molnupiravir and remdesivir with SARS-CoV-2 RNA dependent RNA polymerase (RdRp). Bioinformation. 2021;17(11):932-939. Published 2021 Nov 30. doi:10.6026/97320630017932.

Ajala A, Eltayb WA, Abatyough TM, Ejeh S, Otaru HA, Edache EI, Abdulganiyyu AI, Areguamen OI, Patil SM, Ramu R. In-silico screening and ADMET evaluation of therapeutic MAO-B inhibitors against Parkinson disease. Intelligent Pharmacy. 2024 Aug 1;2(4):554-64.

Pradeep S, Patil SM, Dharmashekara C, Jain A, Ramu R, Shirahatti PS, Mandal SP, Reddy P, Srinivasa C, Patil SS, Ortega-Castro J, Frau J, Flores-Holgúın N, Shivamallu C, Kollur SP, Glossman-Mitnik D. Molecular insights into the in silico discovery of corilagin from Terminalia chebula as a potential dual inhibitor of SARS-CoV-2 structural proteins. J Biomol Struct Dyn. 2023 Dec;41(20):10869-10884. doi: 10.1080/07391102.2022.2158943. Epub 2022 Dec 28. PMID: 36576118.

Huligere SS, Chandana Kumari VB, Alqadi T, Kumar S, Cull CA, Amachawadi RG, Ramu R. Isolation and characterization of lactic acid bacteria with potential probiotic activity and further investigation of their activity by α-amylase and α-glucosidase inhibitions of fermented batters. Frontiers in Microbiology. 2023 Jan 23;13:1042263. https://doi.org/10.3389/fmicb.2022.1042263.

Nivetha N, Martiz RM, Patil SM, Ramu R, Sreenivasa S, Velmathi S. Benzodioxole grafted spirooxindole pyrrolidinyl derivatives: Synthesis, characterization, molecular docking and anti-diabetic activity. RSC advances. 2022;12(37):24192-207. DOI: 10.1039/D2RA04452H

Patil SM, Phanindra B, Shirahatti PS, Martiz RM, Sajal H, Babakr AT, Ramu R. Computational approaches to define poncirin from Magnolia champaka leaves as a novel multi-target inhibitor of SARS-CoV-2. J Biomol Struct Dyn. 2023;41(22):13078-13097. doi: 10.1080/07391102.2023.2171137. Epub 2023 Jan 25. PMID: 36695109.

Gurupadaswamy, H.D.; Ranganatha, V.L.; Ramu, R.; Patil, S.M.; Khanum, S.A. Competent synthesis of biarylanalogs via asymmetric Suzuki–Miyaura cross-coupling for the development of anti-inflammatory and analgesic agents. J Iran Chem Soc. 2022, 1, 1-16.

Ganavi D, Ramu R, Kumar V, et al. In vitro and in silico studies of fluorinated 2,3-disubstituted thiazolidinone-pyrazoles as potential α-amylase inhibitors and antioxidant agents. Arch Pharm (Weinheim). 2022;355(3):e2100342. doi:10.1002/ardp.202100342

Patil SM, Al-Mutairi KA, Firdose N, Ramu R, Martiz RM, Ashwini P. Pharmacoinformatics based screening discovers swertianolin from Lavandula angustifolia as a novel neuromodulator targeting epilepsy, depression, and anxiety. South African Journal of Botany. 2022 Sep 1;149:712-30.

Sajal H, Patil SM, Raj R, Shbeer AM, Ageel M, Ramu R. Computer-aided screening of phytoconstituents from Ocimum tenuiflorum against diabetes mellitus targeting DPP4 inhibition: A combination of molecular docking, molecular dynamics, and pharmacokinetics approaches. Molecules. 2022 Aug 12;27(16):5133.

Dabeek WM, Marra MV. Dietary Quercetin and Kaempferol: Bioavailability and Potential Cardiovascular-Related Bioactivity in Humans. Nutrients. 2019;11(10):2288. Published 2019 Sep 25. doi:10.3390/nu11102288.

Niu, Y.; Cui, W.; Liu, R.; Wang, S.; Ke, H.; Lei, X.; Chen, L. Structural Mechanism of SGLT1 Inhibitors. Nat Commun 2022, 13, 6440, doi:10.1038/s41467-022-33421-7.

Kuswandi, A.; Rusdin, A.; Tarawan, V.; Goenawan, H.; Lesmana, R.; Muchtaridi, M. Molecular Docking Study Of The Major Compounds From GarciniaAtroviridis On Human Sglt-2 Protein Transport Using Structure-Based Drug Design Method. International Journal of Applied Pharmaceutics 2022, 14, 138–143, doi:10.22159/ijap.2022v14i4.44390.

HimanshiSengar, C. Comparative In-Silico Screening Of Potent Peptides Lead Using Docking Strategy And AI Approaches For The Treatment Of Diabetes.Journal of Pharmaceutical Negative Results 2023, 3153–3164, doi:10.47750/pnr.2023.14.03.395.

Arif R, Ahmad S, Mustafa G, et al. Molecular Docking and Simulation Studies of Antidiabetic Agents Devised from Hypoglycemic Polypeptide-P of Momordicacharantia. Biomed Res Int. 2021;2021:5561129. Published 2021 Sep 17. doi:10.1155/2021/5561129

Pandey P, Rane JS, Chatterjee A, et al. Targeting SARS-CoV-2 spike protein of COVID-19 with naturally occurring phytochemicals: an in silico study for drug development. J BiomolStructDyn. 2021;39(16):6306-6316. doi:10.1080/07391102.2020.1796811

Bisha I, Rodriguez A, Laio A, Magistrato A. Metadynamics simulations reveal a Na+ independent exiting path of galactose for the inward-facing conformation of vSGLT. PLoSComput Biol. 2014;10(12):e1004017. Published 2014 Dec 18. doi:10.1371/journal.pcbi.1004017

Published

18-11-2024

How to Cite

PATIL, S. M., G., M., M., R. C., S., R., DESAI, S. M., PARAMESWARAN, S., & RAMU, R. (2024). EXPLORING JACKFRUIT FLOUR POLYPHENOLS AS PROMISING SGLT-2 INHIBITORS FOR HYPERGLYCEMIA MANAGEMENT. International Journal of Applied Pharmaceutics, 17(1). https://doi.org/10.22159/ijap.2025v17i1.52573

Issue

Section

Original Article(s)