PREDICTION OF ANTIFUNGAL ACTIVITY AND PHARMACOKINETIC PROPERTIES OF Alpinia galanga SECONDARY METABOLITES USING PASS Online, SwissADME, AND pkCSM
PREDIKSI AKTIVITAS ANTIJAMUR DAN SIFAT FARMAKOKINETIK METABOLIT SEKUNDER Alpinia galanga MENGGUNAKAN PASS Online, SwissADME, DAN pkCSM
DOI:
https://doi.org/10.71275/roce.v3i2.211Keywords:
Alpinia galanga, Antifungal, in silico, secondary metabolites, SwissADMEAbstract
Galangal (Alpinia galanga) is a medicinal plant in the family Zingiberaceae known for various biological activities, including natural antifungal properties. This study aimed to analyze the potential of galangal secondary metabolites as natural-product-based antifungal candidates using an in silico approach. The analysis was conducted using several bioinformatics platforms, including PASS Online for antifungal activity prediction, SwissADME for physicochemical properties, water solubility, bioavailability, and drug-likeness, and pkCSM for toxicity prediction. The results showed that most galangal secondary metabolites exhibited considerable antifungal activity, as indicated by their probability of activity (Pa) values. Alpha-farnesene demonstrated the highest Pa value, followed by 1'-acetoxyeugenol acetate, galanal A, galanal B, galanganol A, and galanganol B. These compounds are known to act through mechanisms involving disruption of cell membrane permeability, inhibition of metabolism, and damage to fungal cell structures. Physicochemical property analysis indicated that the majority of compounds had molecular weights below 500, topological polar surface area (TPSA) values below 140, and a bioavailability score of 0.55, suggesting good oral absorption potential. Drug-likeness analysis revealed that most compounds complied with Lipinski, Veber, Egan, Ghose, and Muegge rules, indicating their potential for development as natural drug candidates. Furthermore, toxicity predictions indicated that most compounds were non-hepatotoxic and non-mutagenic, although several phenolic compounds exhibited mild potential for toxicity at certain concentrations. Overall, the in silico analysis indicated that galangal secondary metabolites have significant potential as effective, relatively safe, natural product-based antifungal candidates. However, further studies through in vitro and in vivo testing are still required to validate the biological effectiveness and safety of these compounds.
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References
Aboody, M. S. Al, & Mickymaray, S. (2020). Anti-Fungal Efficacy and Mechanisms of Flavonoids. Antibiotics (Basel, Switzerland), 9(2). https://doi.org/10.3390/antibiotics9020045
Alsalih, M. (2025). Plant-Derived Antifungal Agents: Mechanisms, Applications, and Challenges in Combating Fungal Pathogens. Journal of Education for Pure Science, 15. https://doi.org/10.32792/jeps.v15i3.672
Aziz, I. M., Alfuraydi, A. A., Almarfadi, O. M., Aboul-Soud, M. A. M., Alshememry, A. K., Alsaleh, A. N., & Almajhdi, F. N. (2024). Phytochemical analysis, antioxidant, anticancer, and antibacterial potential of Alpinia galanga (L.) rhizome. Heliyon, 10(17), e37196. https://doi.org/10.1016/j.heliyon.2024.e37196
Calegari-Alves, Y. P., Costa, R. P., Innocente-Alves, C., do Nascimento Soares, G., Lima, E. S., Saciloto-de-Oliveira, L. R., Alves, L. R., Vainstein, M. H., Beys-da-Silva, W. O., & Santi, L. (2025). A review of bioactive plant compounds against WHO priority fungal pathogens. Microbial Pathogenesis, 207, 107930. https://doi.org/https://doi.org/10.1016/j.micpath.2025.107930
Cho, E., Acosta, K., Henkin, J., Abzalimov, R., & Raskin, I. (2026). Synergistic antifungal effects of botanical extracts against Candida albicans. PloS One, 21(1), e0340665. https://doi.org/10.1371/journal.pone.0340665
Chouni, A., & Paul, S. (2018). A Review on Phytochemical and Pharmacological Potential of Alpinia galanga. Pharmacognosy Journal, 10, 9–15. https://doi.org/10.5530/pj.2018.1.2
Ciobotaru, G. V., Goje, I.-D., Dehelean, C. A., Danciu, C., Magyari-Pavel, I. Z., Moacă, E.-A., Muntean, D., Imbrea, I. M., Sărățeanu, V., & Pop, G. (2025). Analysis of the Antioxidant and Antimicrobial Activity, Cytotoxic, and Anti-Migratory Properties of the Essential Oils Obtained from Cultivated Medicinal Lamiaceae Species. Plants, 14(6). https://doi.org/10.3390/plants14060846
Destryana, R. A., Estiasih, T., Pranowo, D., & others. (2024). The potential uses of galangal (Alpinia sp.) essential oils as the sources of biologically active compounds. AIMS Agriculture and Food, 9(4), 1064–1109.
Fu, C., & Chen, Q. (2025). The future of pharmaceuticals: Artificial intelligence in drug discovery and development. Journal of Pharmaceutical Analysis, 15(8), 101248. https://doi.org/https://doi.org/10.1016/j.jpha.2025.101248
Gómez-Gaviria, M., Baruch-Martínez, D. A., & Mora-Montes, H. M. (2025). Natural Source-Derived Compounds with Antifungal Activity Against Medically Relevant Fungi. Infection and Drug Resistance, 18, 6389–6406. https://doi.org/10.2147/IDR.S554647
Janssen, A. M., & Scheffer, J. J. (1985). Acetoxychavicol Acetate, an Antifungal Component of Alpinia galanga1. Planta Medica, 51(6), 507–511. https://doi.org/10.1055/s-2007-969577
Khibech, O., Ouachekradi, M., Merzouki, M., Benabbou, A., Abadi, S., Karzazi, Y., Bouammalli, B., & Challioui, A. (2026). CNS-safe flavone analogs as dual SARS-CoV-2 inhibitors: An integrated in-silico design study. ChemPhysMater, 5(2), 212–231. https://doi.org/https://doi.org/10.1016/j.chphma.2025.10.007
Lopes, A. B., Rodrigues, C. F., & Silva, F. A. M. (2026). From Algorithm to Medicine: AI in the Discovery and Development of New Drugs. AI, 7(1). https://doi.org/10.3390/ai7010026
Merino-Ramirez, P. J., & Salvador-Reyes, R. (2026). Plant Extracts as Antibacterial and Antifungal Agents in Medical Textiles: A Systematic Review of Key Components, Efficacy, and Application Techniques. Resources, 15(4). https://doi.org/10.3390/resources15040052
Rinaldi Alvarenga, J. F., Genaro, B., Costa, B., Purgatto, E., Manach, C., & Fiamoncini, J. (2021). Monoterpenes: current knowledge on food source, metabolism, and health effects. Critical Reviews in Food Science and Nutrition, 63, 1–38. https://doi.org/10.1080/10408398.2021.1963945
Sadgrove, N. J., & Jones, G. L. (2019). From Petri Dish to Patient: Bioavailability Estimation and Mechanism of Action for Antimicrobial and Immunomodulatory Natural Products. Frontiers in Microbiology, 10, 2470. https://doi.org/10.3389/fmicb.2019.02470
Sharafan, M., Dziki, A., Malinowska, M. A., Sikora, E., & Szopa, A. (2025). Targeted Delivery Strategies for Hydrophilic Phytochemicals. Applied Sciences, 15(13). https://doi.org/10.3390/app15137101
Shuvo, M. S. P., Niaz, S. M. R., Jannat, S., Hossain, M. A., Mashhur, N., Ahmed, N., Sohel, M., Hasan, M. I., Ansari, S. A., Humayoo, M., Rahman, M. H., & Islam, M. K. (2025). Computational and pharmacophore-based study of Camellia sinensis phytochemicals targeting BRAF in melanoma. Scientific Reports, 15(1), 38339. https://doi.org/10.1038/s41598-025-22320-8
Tarahi, M., Singh, M., Farahnaky, A., Ghasemlou, M., & Dokouhaki, M. (2026). Plant-based delivery systems for bioactive compounds: Mechanisms of release and functional food applications. Advances in Colloid and Interface Science, 350, 103787. https://doi.org/https://doi.org/10.1016/j.cis.2026.103787
Thomford, N. E., Senthebane, D. A., Rowe, A., Munro, D., Seele, P., Maroyi, A., & Dzobo, K. (2018). Natural Products for Drug Discovery in the 21st Century: Innovations for Novel Drug Discovery. International Journal of Molecular Sciences, 19(6). https://doi.org/10.3390/ijms19061578
Tuan, D. A., & Masak, J. (2026). Natural-Compound Adjuvants Dismantle Candida Biofilms: Mechanisms, Design Rules, and Biofilm-Aware Pharmacology. Current Microbiology, 83(2), 131. https://doi.org/10.1007/s00284-025-04713-0
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Copyright (c) 2026 Muliani SP,.M.Si, Mohammad Ramdani, Baiq Khairunnisa Permatasari, Gita Olipia, Efandi Gunawan, Frendy Ferdian, Muhammad Rafli Habibi Hasri, Dodi Iskandar (Author)

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