The Therapeutic Role of Olea europaea in Alcohol Dependence Base in Network Pharmacology Analysis

Abstract

Alcohol dependence is a state of alcohol becoming a vital part of the life of a person who consumes it; when discontinued, it can lead to a wide range of physical and mental health disorders as well as a decrease in life productivity in people with alcohol dependence. Olea Europaea (OE) is a plant capable of treating alcohol dependence. The method used in silico-based pharmacological grid analysis to determine the ability of the OE compound to treat alcohol dependence. EO compound data is obtained from the KnapSack database, absorption, distribution, metabolism, and excretion (ADME) screening using SwissADME, target protein prediction using SwissTargetPrediction, Gene cards, venny, pharmacological grid analysis with String-DB, visualization with Cytoscape 3.10.0. Results are obtained from 63 OE compounds, and 17 have ADME criteria matching the drug compounder (Drug Likeness/DL). The pathways that correlate with therapy are dopamine receptors, dopamine transporter, serotonin receptor, gamma-aminobutyric acid receptor, and toll-like receptors for known therapeutic target proteins: OPRM1, DRD2, ALDH2, ADH1B, ADH1A, ADH1C, ADH4, ADH7, SLC6A3, CNR1, POMC, ARRB2, and NCS1. Compounds associated with alcohol dependency therapy include Hexanal, Nonadienal, Octanal, 3-Hexenal, 3-Methyl-butanal, Methyl nominate, Cinchonidine, cinchonine, (9S)-10,11-Dihydrocinchonan-9-ol, Oleuropeic acid, Butyl acetate, cis-3-hexenyl acetate, and (S)-2,3-Epoxysqualene. Based on the findings, OE is a potential drug candidate for alcohol dependence.

References

Agahi, F. et al. (2020). In silico methods for metabolomic and toxicity prediction of zearalenone, α -zearalenone and β -zearalenone’, The Journal of Hospital Infection. Available at: https://doi.org/10.1016/j.jhin.2021.03.001.
Badan Legislasi DPR RI (2014) ‘Rancangan Undang-Undang Dpr Ri’.
Badan Pusat Statistik (BPS) (2021) ‘Konsumsi Alkohol di Indonesia dalam 5 Tahun Terakhir’, p. 2021.
Bandura, J. and Feng, Z. (2019) ‘Current Understanding of the Role of Neuronal Calcium Sensor 1 in Neurological Disorders’. Molecular Neurobiology. DOI: https://doi.org/10.1007/s12035-019-1497-2.
Daina, A., Michielin, O. and Zoete, V. (2017) ‘SwissADME : a free web tool to evaluate pharmacokinetics , drug- likeness and medicinal chemistry friendliness of small molecules’, Nature Publishing Group, (March), pp. 1–13. Available at: https://doi.org/10.1038/srep42717.
Daina, A., Michielin, O. and Zoete, V. (2019) ‘SwissTargetPrediction : updated data and new features for efficient prediction of protein targets of small molecules’, 47(May), pp. 357–364. Available at: https://doi.org/10.1093/nar/gkz382.
Dasgupta, A. (2017) ‘Genetic polymorphisms of alcohol metabolizing enzymes associated with protection from or increased risk of alcohol abuse’, Alcohol, Drugs, Genes and the Clinical Laboratory, pp. 107–116. Available at: https://doi.org/10.1016/b978-0-12-805455- 0.00006-3.
Dembitsky, V.M. (2021) ‘In Silico Prediction of Steroids and Triterpenoids as Potential Regulators of Lipid Metabolism’. Multidisciplinary Digital Publishing Institute. 19, 650. p. 1-52. DOI: https://doi.org/10.3390/md19110650.
Dona, R. et al. (2019) ‘Studi In Silico , Sintesis , dan Uji Sitotoksik Senyawa P-Metoksi Kalkon Terhadap Sel Kanker Payudara MCF-7’, pp. 243–249. DOI: https://doi.org/10.25077/jsfk.6.3.243-249.2019.
Fiore, M. et al. (2020) ‘Antioxidant properties of plant polyphenols in the counteraction of alcohol-abuse induced damage: Impact on the Mediterranean diet’, Journal of Functional Foods, 71(February), p. 104012. Available at: https://doi.org/10.1016/j.jff.2020.104012.
Indarwati, D.F., Ratnawati, D.E. and Anam, S. (2019) ‘Klasifikasi Fungsi Senyawa Aktif berdasarkan Data Simplified Molecular Input Line Entry System (SMILES) menggunakan Metode Support Vector Machine (SVM)’, 3(8), pp. 7844–7850. Vol 3 No 8 (2019): Agustus 2019.
Issa, N.T. et al. (2017) ‘Drug Metabolism in Preclinical Drug Development: A Survey of the Discovery Process, Toxicology, and Computational Tools’, Current Drug Metabolism, 18(6), pp. 556–565. Available at: https://doi.org/10.2174/1389200218666170316093301.
Kanehisa, M. et al. (2023) ‘KEGG for taxonomy-based analysis of pathways and genomes’, 51(October 2022), pp. 587–592. https://doi.org/10.1093/nar/gkac963.
Kurniasih, N. et al. (2022) ‘Blessed Olea Europaea Tree That Have Various Specifications’, Jurnal Kesehatan, 9(2), pp. 32–37. Vol. 9 No. 1 (2022): Jurnal Kesehatan (April 2022).
Lestari, T.R.P. (2016) ‘Menyoal Pengaturan Konsumsi Minuman Beralkohol di Indonesia Questioning the Regulation on Consumption of Alcoholic Beverages in Indonesia’, Aspirasi, (86), pp. 127–141. Vol 7, No 2 (2016) Puji Lestari.
Lin, G. et al. (2016) ‘VennPainter : A Tool for the Comparison and Identification of Candidate Genes Based on Venn Diagrams’, pp. 5–8. Available at: https://doi.org/10.1371/journal.pone.0154315.
Lyoo, C.H. et al. (2014) ‘Reduced Cannabinoid CB1 Receptor Binding in Alcohol Dependence Measured with Positron Emission Tomographys’, 18(8), pp. 916–921. Available at: https://doi.org/10.1038/mp.2012.100.Reduced.
Maula, L.K. and Yuniastuti, A. (2017) ‘Analisis Faktor Yang Mempengaruhi Penyalahgunaan dan Adiksi Alkohol’, Public Health Perspective Journal, 2(2), pp. 168–174. Vol 2, No 2 (2017) Khikmatul Maula
Nas, J.S.B., Manalo, R.V.M. and Medina, P.M.B. (2021) ‘Peonidin-3-glucoside extends the lifespan of Caenorhabditis elegans and enhances its tolerance to heat, UV, and oxidative stresses’, ScienceAsia, 47(4), pp. 457–468. Available at: https://doi.org/10.2306/SCIENCEASIA1513-1874.2021.059.
Pinto, E. (2019) ‘L ’ alcoolo-dépendance : une prise en charge efficace est réellement possible’, (1), pp. 294–299.
Practice, A.H. and Niewaal, J. Van (2020) Biomarkers in Drug Discovery and.
Rahayu, T. (2016) ‘Pengaruh Penambahan Hormon Iba Terhadap Pembentukan Akar Stek Pucuk Zaitun ( Olea Europaea L .) Dengan Teknik Micro-Cutting’, Prosiding Seminar Nasional from Basic Science to Comprehensive Education, 1(3), pp. 213–218. Available at: https://journal.uin-alauddin.ac.id/index.php/psb/article/view/3370 (Accessed: 9 November 2023
Rodr, F.D., Lisardo, M. and Coveñas, R. (2023) ‘Neurotensin and Alcohol Use Disorders : Towards a Pharmacological Treatment’. DOI: https://doi.org/10.3390/ijms24108656.
Rudik, A. et al. (2018) ‘MetaTox - Web Application for Generation of Metabolic Pathways and Toxicity Estimation’. Available at: https://doi.org/10.1142/S0219720019400018.
Sebold, M. et al. (2021) ‘Association of the OPRM1 A118G polymorphism and Pavlovian-to- instrumental transfer : Clinical relevance for alcohol dependence’. Available at: https://doi.org/10.1177/0269881121991992.
Stelzer, G. et al. (2016) ‘The GeneCards Suite : From Gene Data Mining to Disease GenomeSequence Analyses’, (June), pp. 1–33. Available at: https://doi.org/10.1002/cpbi.5.
Szklarczyk, D. et al. (2019) ‘STRING v11 : protein – protein association networks with increased coverage , supporting functional discovery in genome-wide experimental datasets’, 47(November 2018), pp. 607–613. Available at: https://doi.org/10.1093/nar/gky1131.
Szklarczyk, D. et al. (2021) ‘The STRING database in 2021 : customizable protein – protein networks , and functional characterization of user-uploaded gene / measurement sets’, 49(November 2020), pp. 605–612. Available at: https://doi.org/10.1093/nar/gkaa1074.
Tritama, T.K. (2015) ‘Konsumsi Alkohol dan Pengaruhnya terhadap Kesehatan’, Journal Majority, 4(8), pp. 7–10. Vol 4, No 8 (2015) Tritama.
Wall, T.L., Luczak, S.E. and Hiller-Sturmhöfel, S. (2016) ‘Biology, genetics, and environment: Underlying factors influencing alcohol metabolism’, Alcohol Research: Current Reviews, 38(1), pp. 59–68.
Weiland, B.J., Yorkwilliams, S. and Hutchison, K.E. (2020) ‘DRD2 Promoter Methylation and Measures of Alcohol Reward: Functional Activation of Reward Circuits and Clinical Severity’, 24(3), pp. 539–548. Available at: https://doi.org/10.1111/adb.12614.DRD2.
Xu, M. et al. (2017) ‘Genetic influences of dopamine transport gene on alcohol dependence: A pooled analysis of 13 studies with 2483 cases and 1753 controls’. Available at: https://doi.org/10.1016/j.pnpbp.2010.11.001.Genetic
Published
2023-11-13
How to Cite
AWWALUDDIN, Faiznanda et al. The Therapeutic Role of Olea europaea in Alcohol Dependence Base in Network Pharmacology Analysis. Proceedings of International Pharmacy Ulul Albab Conference and Seminar (PLANAR), [S.l.], v. 3, p. 201-215, nov. 2023. ISSN 2827-7848. Available at: <http://conferences.uin-malang.ac.id/index.php/planar/article/view/2486>. Date accessed: 04 may 2024. doi: https://doi.org/10.18860/planar.v3i0.2486.