Abstract
Dopamine is an essential neurotransmitter found in both vertebrates and invertebrates which regulates motor coordination, cognition, emotional processing, and autonomic functions. Dopamine is biosynthesized from L-tyrosine and is primarily metabolized by catechol-O-methyltransferase (COMT), which regulates its concentration and ensures proper synaptic signalling within the basal ganglia. Dopamine deficiency, the hallmark of Parkinson’s disease, is a progressive neurodegenerative disorder caused by the loss of dopaminergic neurons in the substantia nigra pars compacta. To alleviate dopamine deficiency, current therapeutic strategies include administration of the dopamine precursor levodopa in combination with COMT inhibitors, which enhance levodopa bioavailability and prolong its therapeutic effect. However, the clinical utility of synthetic COMT inhibitors is often limited by hepatotoxicity and other adverse effects, underscoring the need for safer alternatives. In this context, plant-derived bioactive compounds are being increasingly investigated as potential inhibitors of COMT activity. Our study evaluated the affinity of 170 phytochemicals from Tamarindus indica against COMT utilizing computational strategies. Gallacetophenone, an aromatic ketone, was identified as a promising candidate that met the requirements for drug-likeness. Molecular dynamics (MD) simulations, supported by post-MDS analyses, principal component analysis, and free energy landscape analyses, demonstrated that gallacetophenone binding enhances the conformational stability of 3BWY compared to the control. These findings suggest that gallacetophenone may serve as a potential therapeutic phytochemical; however, its efficacy remains computationally predicted and requires validation through targeted in vitro and in vivo studies.
Data availability
The datasets used and/or analysed during the current study are available in the supplementary table and additional information in Supplementary file 1 provided with this article or can be obtained from the corresponding author upon reasonable request.
Abbreviations
- AADC:
-
Aromatic-L-amino acid decarboxylase
- ADMET:
-
Absorption, distribution, metabolism, excretion, and toxicity
- COMT:
-
Catechol-O-methyltransferase
- DNC:
-
3,5-Dinitrocatechol
- FEL:
-
Free energy landscape
- H-bond:
-
Hydrogen bond
- L-DOPA:
-
L-3,4-dihydroxyphenylalanine
- MD:
-
Molecular dynamics
- MM-PBSA:
-
Molecular mechanics Poisson–Boltzmann surface area
- PCA:
-
Principal component analysis
- PDB:
-
Protein Data Bank
- PD:
-
Parkinson’s disease
- Rg:
-
Radius of gyration
- RMSD:
-
Root mean square deviation
- RMSF:
-
Root mean square fluctuation
- SAM:
-
S-adenosylmethionine
- SASA:
-
Solvent-accessible surface area
- SDF:
-
Structure data file
References
Chaudhuri, K. R., Healy, D. G. & Schapira, A. H. V. Non-motor symptoms of Parkinson’s disease: Diagnosis and management. Lancet Neurol. 5, 235–245. https://doi.org/10.1016/S1474-4422(06)70373-8 (2006).
Kalia, L. V. & Lang, A. E. Parkinson’s disease. Lancet 386, 896–912. https://doi.org/10.1016/S0140-6736(14)61393-3 (2015).
Viveros-Martínez, I. et al. Characterizing secondary and atypical Parkinsonisms: Defining features and clinical variability. Neuroglia 5, 467–487 (2024).
National Institute of Neurological, D. & Stroke. Parkinson’s Disease. (2024).
Zhuang, Y. et al. Structural insights into the human D1 and D2 dopamine receptor signaling complexes. Cell 184, 931-942 e918. https://doi.org/10.1016/j.cell.2021.01.027 (2021).
Juarez Olguin, H., Calderon Guzman, D., Hernandez Garcia, E. & Barragan Mejia, G. The role of dopamine and its dysfunction as a consequence of oxidative stress. Oxid. Med. Cell. Longev. 2016, 9730467. https://doi.org/10.1155/2016/9730467 (2016).
Beaulieu, J. M. & Gainetdinov, R. R. The physiology, signaling, and pharmacology of dopamine receptors. Pharmacol. Rev. 63, 182–217. https://doi.org/10.1124/pr.110.002642 (2011).
Tambasco, N., Romoli, M. & Calabresi, P. Levodopa in Parkinson’s disease: Current status and future developments. Curr. Neuropharmacol. 16, 1239–1252. https://doi.org/10.2174/1570159X15666170510143821 (2018).
Zumaila, F., Jeevalatha, A. & Biju, C. N. Genetic diversity, mating type and pathogenicity of two Phytophthora species infecting black pepper in India. 3 Biotech 14, 1. https://doi.org/10.1007/s13205-023-03843-1 (2024).
Käenmäki, M., Tammimäki, A. & Männistö, P. T. Importance of the two forms of catechol-O-methyltransferase (COMT) in l-dopa metabolism: A pharmacokinetic study in COMT knock-out mice and in mice lacking soluble COMT. Eur. J. Pharm. Sci. 34, S28. https://doi.org/10.1016/j.ejps.2008.02.069 (2008).
de Beer, J., Petzer, J. P., Lourens, A. C. U. & Petzer, A. Design, synthesis and evaluation of 3-hydroxypyridin-4-ones as inhibitors of catechol-O-methyltransferase. Mol. Divers. 25, 753–762. https://doi.org/10.1007/s11030-020-10053-x (2021).
Bonifacio, M. J. et al. Kinetics and crystal structure of catechol-o-methyltransferase complex with co-substrate and a novel inhibitor with potential therapeutic application. Mol. Pharmacol. 62(4), 795–805. https://doi.org/10.1124/mol.62.4.795 (2002).
Rath, S. N., Jena, L., Bhuyan, R., Mahanandia, N. C. & Patri, M. In silico discovery and evaluation of phytochemicals binding mechanism against human catechol-O-methyltransferase as a putative bioenhancer of L-DOPA therapy in Parkinson disease. Genomics Inform. 19, e7. https://doi.org/10.5808/gi.20061 (2021).
Rutherford, K., Le Trong, I., Stenkamp, R. E. & Parson, W. W. Crystal structures of human 108V and 108M catechol O-methyltransferase. J. Mol. Biol. 380, 120–130. https://doi.org/10.1016/j.jmb.2008.04.040 (2008).
Tai, C. H. & Wu, R. M. Catechol-O-methyltransferase and Parkinson’s disease. Acta Med. Okayama. 56, 1–6. https://doi.org/10.18926/AMO/31725 (2002).
Muleiro Alvarez, M. et al. A comprehensive approach to Parkinson’s disease: Addressing its molecular, clinical, and therapeutic aspects. Int. J. Mol. Sci. 25, 7183 (2024).
Li, S. & Le, W. Milestones of Parkinson’s disease research: 200 years of history and beyond. Neurosci. Bull. 33, 598–602. https://doi.org/10.1007/s12264-017-0178-2 (2017).
Entacapone improves motor fluctuations in levodopa-treated Parkinson’s disease patients. Parkinson Study Group. Ann. Neurol. 42, 747–755. https://doi.org/10.1002/ana.410420511 (1997).
Rinne, U. K., Larsen, J. P., Siden, A. & Worm-Petersen, J. Entacapone enhances the response to levodopa in parkinsonian patients with motor fluctuations. Nomecomt Study Group. Neurology 51, 1309–1314. https://doi.org/10.1212/wnl.51.5.1309 (1998).
Muranova, A. & Shanina, E. In StatPearls (2025).
Olanow, C. W. Double-blind, placebo-controlled study of entacapone in levodopa-treated patients with stable Parkinson disease. Arch. Neurol. 61, 1563–1568. https://doi.org/10.1001/archneur.61.10.1563 (2004).
Riederer, P. & Horowski, R. L-DOPA-therapy in Parkinson’s disease: Some personal reflections on L-DOPA therapy from Vienna and Berlin. J. Neural Transm. 130, 1323–1335. https://doi.org/10.1007/s00702-023-02692-9 (2023).
Moschovou, K., Melagraki, G., Mavromoustakos, T., Zacharia, L. C. & Afantitis, A. Cheminformatics and virtual screening studies of COMT inhibitors as potential Parkinson’s disease therapeutics. Expert Opin. Drug Discov. 15, 53–62. https://doi.org/10.1080/17460441.2020.1691165 (2020).
Ehler, A., Benz, J., Schlatter, D. & Rudolph, M. G. Mapping the conformational space accessible to catechol-O-methyltransferase. Acta Crystallogr. D Biol. Crystallogr. 70, 2163–2174. https://doi.org/10.1107/S1399004714012917 (2014).
Rodrigues, M. L., Bonifacio, M. J., Soares-da-Silva, P., Carrondo, M. A. & Archer, M. Crystallization and preliminary X-ray diffraction studies of a catechol-O-methyltransferase/inhibitor complex. Acta Crystallogr. Sect. F Struct. Biol. Cryst. Commun. 61, 118–120. https://doi.org/10.1107/S1744309104031197 (2005).
Najib, J. Entacapone: A catechol-O-methyltransferase inhibitor for the adjunctive treatment of Parkinson’s disease. Clin. Ther. 23, 802–832. https://doi.org/10.1016/s0149-2918(01)80071-0 (2001) (discussion 771).
Kaakkola, S. Clinical pharmacology, therapeutic use and potential of COMT inhibitors in Parkinson’s disease. Drugs 59, 1233–1250. https://doi.org/10.2165/00003495-200059060-00004 (2000).
Vokurka, P. et al. Opicapone efficacy and tolerability in Parkinson’s disease patients reporting insufficient benefit/failure of Entacapone. Mov. Disord. Clin. Pract. 7, 955–960. https://doi.org/10.1002/mdc3.13094 (2020).
Czarnota, S. et al. Equatorial active site compaction and electrostatic reorganization in catechol-O-methyltransferase. ACS Catal. 9, 4394–4401. https://doi.org/10.1021/acscatal.9b00174 (2019).
Ellermann, M. et al. Molecular recognition at the active site of catechol-O-methyltransferase: Energetically favorable replacement of a water molecule imported by a bisubstrate inhibitor. Angew. Chem. Int. Ed. Engl. 48, 9092–9096. https://doi.org/10.1002/anie.200904410 (2009).
Loenen, W. A. S-adenosylmethionine: Jack of all trades and master of everything?. Biochem. Soc. Trans. 34, 330–333. https://doi.org/10.1042/BST20060330 (2006).
Ma, Z., Liu, H. & Wu, B. Structure-based drug design of catechol-O-methyltransferase inhibitors for CNS disorders. Br. J. Clin. Pharmacol. 77, 410–420. https://doi.org/10.1111/bcp.12169 (2014).
Elmaidomy, A. H. et al. The anti-Alzheimer potential of Tamarindus indica: An in vivo investigation supported by in vitro and in silico approaches. RSC Adv. 12, 11769–11785. https://doi.org/10.1039/d2ra01340a (2022).
Lim, C. Y., Mat Junit, S., Abdulla, M. A. & Abdul Aziz, A. In vivo biochemical and gene expression analyses of the antioxidant activities and hypocholesterolaemic properties of Tamarindus indica fruit pulp extract. PLoS ONE 8, e70058. https://doi.org/10.1371/journal.pone.0070058 (2013).
Ali, N. & Shah, S. Spasmolytic activity of fruits of Tamarindus indica L. J. Young Pharm. 2, 261–264. https://doi.org/10.4103/0975-1483.66805 (2010).
Kuru, P. Tamarindus indica and its health related effects. Asian Pac. J. Trop. Biomed. 4, 676–681. https://doi.org/10.12980/APJTB.4.2014APJTB-2014-0173 (2014).
Caluwé, E., Halamouá, K. & Van Damme, P. Tamarindus indica L.—A review of traditional uses, phytochemistry and pharmacology. Afrika Focus 23, 53–83. https://doi.org/10.1163/2031356X-02301006 (2010).
Vidgren, J., Svensson, L. A. & Liljas, A. Crystal structure of catechol O-methyltransferase. Nature 368, 354–358. https://doi.org/10.1038/368354a0 (1994).
Morales, D. et al. In vitro and in vivo testing of the hypocholesterolemic activity of ergosterol- and β-glucan-enriched extracts obtained from shiitake mushrooms (Lentinula edodes). Food Funct. 10, 7325–7332. https://doi.org/10.1039/C9FO01744E (2019).
Yang, H. et al. admetSAR 2.0: Web-service for prediction and optimization of chemical ADMET properties. Bioinformatics 35, 1067–1069. https://doi.org/10.1093/bioinformatics/bty707 (2019).
Kim, S. et al. PubChem 2025 update. Nucleic Acids Res. 53, D1516–D1525. https://doi.org/10.1093/nar/gkae1059 (2025).
Yang, H., Sun, L., Li, W., Liu, G. & Tang, Y. ADMET SAR 3.0: Online ADMET Prediction Tool. (2023).
Lindahl, E., Abraham, M. J., Hess, B. & van der Spoel, D. GROMACS 2020.1 Source code. https://doi.org/10.5281/zenodo.3685919 (2020).
Grace. <https://plasma-gate.weizmann.ac.il/Grace/> (1991).
Valdés‑Tresanco, M. S., Valdés‑Tresanco, M. E., Valiente, P. A. & Moreno, E. gmx_MMPBSA: A new tool to perform end‑state free energy calculations with GROMACS. J. Chem. Theory Comput. 17, 6281–6291. https://doi.org/10.1021/acs.jctc.1c00645 (2021).
Kumari, R., Kumar, R. & Lynn, A. M. g_mmpbsa– A GROMACS tool for high‑throughput MM‑PBSA calculations. J. Chem. Inf. Model. 54, 1951–1962. https://doi.org/10.1021/ci500020m (2014).
Gewers, F. L. et al. Principal component analysis: A natural approach to data exploration. 54, Article 70, https://doi.org/10.1145/3447755 (2021).
Jolliffe, I. T. & Cadima, J. Principal component analysis: A review and recent developments. Philos. Trans. R. Soc. A Math. Phys. Eng. Sci. 374, 20150202. https://doi.org/10.1098/rsta.2015.0202 (2016).
Govindasamy, H., Magudeeswaran, S. & Poomani, K. Identification of novel flavonoid inhibitor of Catechol-O-Methyltransferase enzyme by molecular screening, quantum mechanics/molecular mechanics and molecular dynamics simulations. J. Biomol. Struct. Dyn. 38, 5307–5319. https://doi.org/10.1080/07391102.2019.1699446 (2020).
Patra, N., Ioannidis, E. I. & Kulik, H. J. Computational investigation of the interplay of substrate positioning and reactivity in Catechol O-Methyltransferase. PLoS ONE 11, e0161868. https://doi.org/10.1371/journal.pone.0161868 (2016).
Harrison, S. T. et al. Synthesis and evaluation of heterocyclic catechol mimics as inhibitors of Catechol-O-methyltransferase (COMT). ACS Med. Chem. Lett. 6, 318–323. https://doi.org/10.1021/ml500502d (2015).
Bergin, J. C. J. et al. 1-Hydroxy-2(1H)-pyridinone-based chelators with potential catechol O-methyl transferase inhibition and neurorescue dual action against Parkinson’s disease. Molecules https://doi.org/10.3390/molecules27092816 (2022).
Liu, P. et al. Plant-wide target metabolomics provides a novel interpretation of the changes in chemical components during Dendrobium officinale traditional processing. Antioxidants (Basel) https://doi.org/10.3390/antiox12111995 (2023).
Swiatek, L. et al. Herb Robert’s gift against human diseases: Anticancer and antimicrobial activity of Geranium robertianum L.. Pharmaceutics https://doi.org/10.3390/pharmaceutics15051561 (2023).
Lee, J. Y. et al. Tyrosinase-targeting gallacetophenone inhibits melanogenesis in melanocytes and human skin-equivalents. Int. J. Mol. Sci. https://doi.org/10.3390/ijms21093144 (2020).
Narwanto, M. I., Rahayu, M., Soeharto, S., Nurdiana, N. & Widodo, M. A. Neuroprotective potency of Tamarindus indica seed extract for preventing memory impairment in rat model of Alzheimer’s Disease. Res. J. Pharm. Technol. 13, 4041–4046. https://doi.org/10.5958/0974-360X.2020.00714.3 (2020).
Komakech, R., Kim, Y. G., Matsabisa, G. M. & Kang, Y. Anti-inflammatory and analgesic potential of Tamarindus indica Linn. (Fabaceae): A narrative review. Integr Med Res 8, 181–186. https://doi.org/10.1016/j.imr.2019.07.002 (2019).
Lima-Melo, Y. et al. Photoinhibition of Photosystem I provides oxidative protection during imbalanced photosynthetic electron transport in Arabidopsis thaliana. Front. Plant Sci. 10, 916. https://doi.org/10.3389/fpls.2019.00916 (2019).
Dhanani, T., Shah, S., Gajbhiye, N. A. & Kumar, S. Effect of extraction methods on yield, phytochemical constituents and antioxidant activity of Withania somnifera. Arab. J. Chem. (in press). https://doi.org/10.1016/j.arabjc.2013.02.015 (2013).
Gnanaraj, C. et al. In silico molecular docking analysis of Karanjin against Alzheimer’s and Parkinson’s diseases as a potential natural lead molecule for new drug design, development and therapy. Molecules https://doi.org/10.3390/molecules27092834 (2022).
Engelbrecht, I., Petzer, J. P. & Petzer, A. Evaluation of selected natural compounds as dual inhibitors of Catechol-O-Methyltransferase and Monoamine Oxidase. Cent. Nerv. Syst. Agents Med. Chem. 19, 133–145. https://doi.org/10.2174/1871524919666190619090852 (2019).
Mazumder, M. K., Bhattacharjee, N. & Borah, A. Garcinol prevents hyperhomocysteinemia and enhances bioavailability of L‑DOPA by inhibiting catechol‑O‑methyltransferase: An in silico approach. Med. Chem. Res. 25, 116–122. https://doi.org/10.1007/s00044-015-1472-z (2015).
Acknowledgements
We thank Yenepoya (Deemed to be University) for providing the necessary facilities for the Centre for Integrative Omics Data Science (CIODS) to conduct this study, and we would like to extend our sincere appreciation to the Ongoing Research Funding Program (ORF-2026-957), King Saud University, Riyadh, Saudi Arabia.
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Ongoing Research Funding Program (ORF-2026-957), King Saud University.
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N.R. formulated the initial hypothesis, envisioned the study, and designed the computational workflow. A.G.S. and A.J. drafted the initial manuscript, designed the graphical abstract, contributed to figure illustrations, and conducted molecular docking and ADMET analysis. V.R. and K.K. conducted molecular dynamics simulations. V.R. and G.N.J. conducted post-MD trajectory analyses and MM-PBSA calculations. R.R. critically reviewed the manuscript, ensuring its scientific accuracy and integrity. M.R. envisioned the study and supervised the project. All authors contributed to the manuscript revision, provided valuable insights, and approved the final version for submission.
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Shenoy, A.G., John, A., Ravi, V. et al. Evaluation of phytochemicals from Tamarindus indica as a potential catechol-O-methyltransferase (COMT) inhibitor: an in-silico approach for Parkinson’s disease. Sci Rep (2026). https://doi.org/10.1038/s41598-026-41470-x
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DOI: https://doi.org/10.1038/s41598-026-41470-x