IN SILICO ANALYSIS OF FIG (Ficus carica L.) BIOACTIVE COMPOUNDS AS MULTITARGET THERAPEUTIC CANDIDATE AGAINST HIV-1

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Musa'adah Musa'adah
Ayuni Adawiyah
Raysha Tryfhatya Nurhaidha
Yani Suryani
Risda Arba Ulfa

Abstract

Antiretroviral drugs (ARV) to treat HIV-1 infection which causes AIDS are predominantly monotargeted so it is considered less effective. Long-term use of this drug may also lead to side effects and the HIV-1 resistance to drug. Thereby highlighting the need for developing more effective multitarget drug candidates. Herbal-based medicine have potential to be developed into multitarget drugs due to its diverse bioactive compounds. In silico approaches are used for initial screening in new drug development. This study aimed to evaluate the potential of fig (Ficus carica L.)-derived bioactive compounds as multitarget antiretroviral therapy candidates against three key HIV-1 proteins: Gp120, HIV-1 reverse transcriptase, and HIV-1 protease, in silico. Fourteen bioactive compounds consisting of anthocyanin, flavonoid, and terpenoid derivatives were analyzed for their physicochemical properties, pharmacokinetic profiles, toxicity, and molecular docking interactions. The results revealed that five compounds of flavonoid group: apigenin, catechin, epicatechin, kaempferol, and luteolin, fulfilled the criteria as potential oral multitarget drug candidates with relatively low binding affinity (ΔG) values toward all three HIV-1 target proteins. Notably, luteolin exhibited the strongest binding affinity toward Gp120 (-7.2 kcal/mol), HIV-1 reverse transcriptase (-8.8 kcal/mol) and HIV-1 protease (-8.5 kcal/mol), while also complying Lipinski’s, ADMET parameters, and low-toxicity predictions. These findings suggest that luteolin considerable as a safe natural-based multitarget antiretroviral candidate derived from Ficus carica L.

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Musa’adah, M., Adawiyah, A., Nurhaidha, R. T., Suryani, Y., & Ulfa, R. A. (2026). IN SILICO ANALYSIS OF FIG (Ficus carica L.) BIOACTIVE COMPOUNDS AS MULTITARGET THERAPEUTIC CANDIDATE AGAINST HIV-1 . Jurnal Bioteknologi & Biosains Indonesia (JBBI), 13(1), 210–226. Retrieved from https://ejournal.brin.go.id/JBBI/article/view/14945
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References

Abdullah, S. S., Putra, P. P., Antasionasti, I., Rundengan, G., Suoth, E. J., Ab-dullah, R. P. I., & Abdullah, F. (2021). Analisis Sifat Fisikokimia, Farmakoki-netik dan Toksikologi Pada Pericarpi-um Pala (Myristica fragransa) Secara Artificial Intelligence. Chemistry Pro-gress, 14(2), 81. doi: 10.35799/cp.14.2.2021.37112

Adriani, A. (2024). Phytochemical Screen-ing of Ethyl Acetate Extract of Beta-beta Leaves (Lunasia amara Blanco) as Anticancer and Antimicrobial Based on Prediction of Activity Spec-tra for Substances (PASS) Online. Jambura Medical and Health Science Journal, 3(2), 51–61. doi: 10.37905/jmhsj.v3i2.27044

Aggarwal, R., & Koes, D. R. (2020). Learn-ing RMSD to Improve Protein-Ligand Scoring and Pose Selection. doi: 10.26434/chemrxiv.11910870.v2

Ali, M. C., Nur, A. J., Khatun, M. S., Dash, R., Rahman, M. M., & Karim, M. M. (2020). Identification of potential sars-cov-2 main protease inhibitors from fi-cus carica latex: An in-silico ap-proach. Journal of Advanced Biotech-nology and Experimental Therapeu-tics, 3(Special Issue 4), 57–67. doi: 10.5455/JABET.2020.D157

Alves, N. M. P., de Moura, R. R., Bernardo, L. C., Agrelli, A., de Oliveira, A. S. L. E., da Silva, N. P., Crovella, S., & Brandão, L. A. C. (2021). In silico analysis of molecular interactions be-tween HIV-1 glycoprotein gp120 and TNF receptors. Infection, Genetics and Evolution, 92. doi: 10.1016/j.meegid.2021.104837

Amal, I. I., & Hayati, A. N. (2025). Uji Sen-yawa Inhibitor Amilase dari Tempuyung (Sonchus arvensis) se-bagai Anti Diabetes secara In Silico. Biocaster : Jurnal Kajian Biologi, 5(1), 7–14. doi: 10.36312/biocaster.v5i1.342

Apriali, K. D., Triana, E., Farhani, M. I., Khoirunnisa, A., & Nur’aini, Y. A. (2022). Studi Penambatan Molekul dan Prediksi Admet Senyawa Me-tabolit Sekunder Tanaman Kelor (Moringa oleifera L.) sebagai Inhibitor Bace1 pada Penyakit Alzheimer. Fitofarmaka: Jurnal Ilmiah Farmasi, 12(1), 58–67. doi: 10.33751/jf.v12i1.4351

Artursson, P., Palm, K., & Luthman, K. (2001). Caco-2 monolayers in experi-mental and theoretical predictions of drug transport1PII of original article: S0169-409X(96)00415-2. Advanced Drug Delivery Reviews, 46(1–3), 27–43. doi: 10.1016/S0169-409X(00)00128-9

Aziz, H. A., Camin, Y. R., & Dewi Prasasty, V. (2024). Therapeutic Potential of Quercetin Derivatives: In Silico Inves-tigation of HIV-1 Protease Inhibition. Journal of Tropical Biodiversity, 4(2). www.rcsb.org

Badgujar, S. B., Patel, V. V., Bandivdekar, A. H., & Mahajan, R. T. (2014). Tradi-tional uses, phytochemistry and pharmacology of Ficus carica: A re-view. In Pharmaceutical Biology, 52(11), 1487–1503. doi: 10.3109/13880209.2014.892515

Bare, Y., Maulidi, A., Sari, D. R. T., & Tiring, S. S. N. D. (2019). Studi in Silico Prediksi Potensi 6-Gingerol sebagai inhibitor c-Jun N-terminal kinases (JNK). Jurnal Jejaring Matematika Dan Sains, 1(2), 59–63. doi: 10.36873/jjms.v1i2.211

Bhajantri, T., & Pushkala, S. (2024). Predic-tion of HIV drug resistance through in silico approach. Journal of Applied Bi-ology and Biotechnology, 12(6), 130–140. doi: 10.7324/JABB.2024.166453

Chaachouay, N., & Zidane, L. (2024). Plant-Derived Natural Products: A Source for Drug Discovery and Development. Drugs and Drug Candidates, 3(1), 184–207. doi: 10.3390/ddc3010011

Chai, H., Gu, Q., Hughes, J., & Robertson, D. L. (2022). In silico prediction of HIV-1-host molecular interactions and their directionality. PLoS Computa-tional Biology, 18(2). doi: 10.1371/journal.pcbi.1009720

Dogara, A. M., Hama, H. A., & Ozdemir, D. (2024). Taxonomy, Traditional uses and Biological Activity of Ficus carica L. (Moraceae): A review. Plant Sci-ence Today, 11(2).doi: 10.14719/pst.3085

Ekawasti, F., Sa’diah, S., Cahyaningsih, U., Dharmayanti, N. L. P. I., & Subekti, D. T. (2021). Molecular Docking Senya-wa Jahe Merah dan Kunyit pada Dense Granules Protein-1Toxoplasma gondii dengan Metode In Silico. Jurnal Veteriner, 22(4), 474–484. doi: 10.19087/jveteriner.2021.22.4.474

Fazel, M. F., Abu, I. F., Mohamad, M. H. N., Daud, N. A. M., Hasan, A. N., Bakkar, Z. A., Khir, M. A. N. M., Juliana, N., Das, S., Razali, M. R. M., Baharin, N. H. Z., & Ismail, A. A. (2024). Physico-chemistry, Nutritional, and Therapeu-tic Potential of Ficus carica – A Prom-ising Nutraceutical. In Drug Design, Development and Therapy, 18, 1947–1968. doi: 10.2147/DDDT.S436446

Ghosh, A. K., Osswald, H. L., & Prato, G. (2016). Recent Progress in the Devel-opment of HIV-1 Protease Inhibitors for the Treatment of HIV/AIDS. In Journal of Medicinal Chemistry, 59 (11), 5172–5208. doi: 10.1021/acs.jmedchem.5b01697

Governa, P., & Manetti, F. (2022). Recent research results have converted gp120 binders to a therapeutic option for the treatment of HIV-1 infection. A medicinal chemistry point of view. Eu-ropean Journal of Medicinal Chemis-try, 229, 114078. doi: 10.1016/j.ejmech.2021.114078

Hakiki, A., Andika, A., & Rahmawati, R. (2024). Studi Molecular Docking dan Prediksi ADMET Senyawa Turunan Kurkumin Sebagai Inhibitor Kasein Kinase 2-α. Lumbung Farmasi: Jurnal Ilmu Kefarmasian, 5(2), 195. doi: 10.31764/lf.v5i2.22563

Hamed, M., Khalifa, M., El Hassab, M. A., Abourehab, M. A. S., Al Kamaly, O., Alanazi, A. S., Eldehna, W. M., & Mansour, F. R. (2023). The Potential Roles of Ficus carica Extract in the Management of COVID-19 Viral Infec-tions: A Computer-aided Drug Design Study. Current Computer-Aided Drug Design, 20(6), 974–986. doi: 10.2174/1573409920666230818092445

Hanif, A. U., Lukis, P. A., & Fadlan, A. (2020). Pengaruh Minimisasi Energi MMFF94 dengan MarvinSketch dan Open Babel PyRx pada Penambatan Molekular Turunan Oksindola Tersub-stitusi. ALCHEMY, 8(2), 33–40 .doi: 10.18860/al.v8i2.10481

Hidayah, N., Lina Permatasari, Agriana Rosmalina Hidayati, & Handa Muli-asari. (2024). In Silico Analgesic and Toxicity Analysis of Modified Parace-tamol on COX-2 Receptor (PDB ID: 3LN1). Jurnal Farmasi Dan Ilmu Kefarmasian Indonesia, 11(3), 312–324. doi: 10.20473/jfiki.v11i32024.312-324

Hokello, J., Tyagi, K., Owor, R. O., Sharma, A. L., Bhushan, A., Daniel, R., & Tyagi, M. (2024). New Insights into HIV Life Cycle, Th1/Th2 Shift during HIV Infection and Preferential Virus Infection of Th2 Cells: Implications of Early HIV Treatment Initiation and Care. In Life, Multidisciplinary Digital Publishing Institute (MDPI) 14(1). doi: 10.3390/life14010104

Hsieh, S.-H., Yu, F.-H., Huang, K.-J., & Wang, C.-T. (2023). HIV-1 reverse transcriptase stability correlates with Gag cleavage efficiency: reverse tran-scriptase interaction implications for modulating protease activation. Jour-nal of Virology, 97(9). doi: 10.1128/jvi.00948-23

Ichsani, L. N., & Indradi, R. B. (2024). Re-view Artikel: Profil Fitokimia Dan Ak-tivitas Antioksidan Buah Tin (Ficus carica L.). Farmaka, 22(3). 370-384.

Indah Kurnia Klara, Purwono, R. M., & Achmadi, P. (2023). Analisis In Silico Senyawa Flavonoid Kayu Secang (Caesalpinia sappan L.) pada Reseptor α-Amilase Sebagai Anti-hiperglikemik. Acta VETERINARIA Indonesiana, 11(3), 210–219. doi: 10.29244/avi.11.3.210-219

Karami, T. K., Hailu, S., Feng, S., Graham, R., & Gukasyan, H. J. (2022). Eyes on Lipinski’s Rule of Five: A New “Rule of Thumb” for Physicochemical De-sign Space of Ophthalmic Drugs. Journal of Ocular Pharmacology and Therapeutics, 38(1), 43–55. doi: 10.1089/jop.2021.0069

Kim, J. G., & Shan, L. (2022). Beyond Inhi-bition: A Novel Strategy of Targeting HIV-1 Protease to Eliminate Viral Reservoirs. Viruses, 14(6), 1179. doi: 10.3390/v14061179

Klara, I. K., Madyastuti Purwono, R., Ach-madi, P., dan Sarjana, P. (2023). Ana-lisis In Silico Senyawa Flavonoid Kayu Secang (Caesalpinia sappan L.) pada Reseptor α-Amilase Sebagai Antihiperglikemik. Acta Veterinaria In-donesiana, dapat diakses di http://www.journal.ipb.ac.id/indeks.php/actavetindones

Lailiyyah, H., Lisdiana, L., Biologi, J., Ma-tematika, F., Ilmu, D., Alam, P., & Su-rabaya, U. N. (2023). Uji Aktivitas An-tibakteri Senyawa Aktif Temu Kunci (Boesenbergia rotunda) terhadap My-cobacterium tuberculosis secara In Silico Antibacterial Activity of Temu Kunci (Boesenbergia rotunda) Active Compounds to Mycobacterium tuber-culosis In Silico. 12(2), 132–149. https://journal.unesa.ac.id/index.php/lenterabio/index132

Masduki, I. A., Tilaqza, A., & Sri Damayanti, D. (2024). Studi In Silico : Potensi Senyawa Aktif Daun Nimba (Aza-dirachta indica) Sebagai Antiviral Ter-hadap SARS-COV-2. https://pubchem.ncbi.nlm.nih.gov/

Mohanty, M., & Mohanty, P. S. (2023). Mo-lecular docking in organic, inorganic, and hybrid systems: a tutorial review. Monatshefte Für Chemie - Chemical Monthly, 154(7), 683–707. doi: 10.1007/s00706-023-03076-1

Morrissey, K. M., Stocker, S. L., Wittwer, M. B., Xu, L., & Giacomini, K. M. (2013). Renal Transporters in Drug Develop-ment. Annual Review of Pharmacolo-gy and Toxicology, 53(1), 503–529. doi: 10.1146/annurev-pharmtox-011112-140317

Nadia, R., Dwitya Elvira, & Raveinal. (2022). HIV Drug Resistance Muta-tions. Bioscientia Medicina : Journal of Biomedicine and Translational Re-search, 6(7), 2006–2013. doi: 10.37275/bsm.v6i7.547

Prasetiyo, A., Martati, T., & Saputra, P. W. (2024). In Silico Study of Bioactive Compounds in Herba Sambiloto (An-drographis paniculata Burm. F. Nees) as HIV-1 Reverse Transcriptase Inhib-itor. Jurnal Jamu Indonesia, 9(2). doi: 10.29244/jji.v9i2.300

Puspita, P. J., Liliyani, N. P. P., & Ambarsa-ri, L. (2022). Potential of Active Com-pounds in Leaves, Seeds, and Peel of Avocado Fruit (Persea americana Mill.) as In Silico Tyrosinase Enzyme Inhibitors. Current Biochemistry, 9(2), 73–87. doi: 10.29244/cb.9.2.3

Sari, I. W., Junaidin, J., & Pratiwi, D. (2020). Studi Molecular Docking Senyawa Flavonoid Herba Kumis Kucing (Or-thosiphon stamineus B.) Pada Reseptor Α-Glukosidase Sebagai An-tidiabetes Tipe 2. Jurnal Farmagazine, 7(2), 54. doi: 10.47653/farm.v7i2.194

Serna-Arbeláez, M. S., García-Cárcamo, V., Rincón-Tabares, D. S., Guerra, D., Loaiza-Cano, V., Martinez-Gutierrez, M., Pereañez, J. A., Pastrana-Restrepo, M., Galeano, E., & Zapata, W. (2023). In Vitro and In Silico Antivi-ral Activity of Di-Halogenated Com-pounds Derived from L-Tyrosine against Human Immunodeficiency Vi-rus 1 (HIV-1). Current Issues in Mo-lecular Biology, 45(10), 8173–8200. doi: 10.3390/cimb45100516

Shamim, S., Munawar, R., Rashid, Y., Mu-hammad Zesshan Qadar, S., Bushra, R., Begum, I., Imran, M., & Quds, T. (2024). Molecular Docking: An Insight from Drug Discovery to Drug Repur-posing Approach. doi: 10.5772/intechopen.1005526

Sinurat, M. R., Rahmayanti, Y., & Rizarul-lah, R. (2021). Uji Aktivitas Antidiabe-tes Senyawa Baru Daun Yakon (Smallanthus sonchifolius) sebagai Inhibitor Enzim DPP-4: Studi in Silico. Jurnal IPA & Pembelajaran IPA, 5(2), 138–150. doi: 10.24815/jipi.v5i2.20068

Susanti, N. M. P., Saputra, D. P. D., Hen-drayati, P. L., I. P. D. N. Para-hyangan, I. P. D. N., & Amarawati, G. A. K. (2019). Molecular Docking Li-kopen Sebagai Antiosteoporosis secara In Silico. Jurnal Kimia, 13(1), 29. doi: 10.24843/JCHEM.2019.v13.i01.p05

Thahara, C. A., Rizarullah, R., Atika, R. A., & Wahab, A. (2022). Potensi Pen-dekatan in Silico Sebagai Pengham-bat Aktivitas Protein Protease Utama SARS-CoV-2 dari Tiga Senyawa Tanaman Obat Jahe Merah. Jurnal IPA & Pembelajaran IPA, 6(3), 207–218. doi: 10.24815/jipi.v6i3.24914

Wang, Y., Hou, J., Wang, T., Feng, X., & Liu, X. (2025). Research on Volatile Allergenic Substances in Chinese Lacquer: An Integrated Analysis of Their Composition, Detection, Mecha-nisms, and Prevention. Polymers, 17(13), 1722. doi: 10.3390/polym17131722

Xavier Siwe-Noundou, Musyoka, T. M., Mo-ses, V., Ndinteh, D. T., Mnkandhla, D., Hoppe, H., Tastan Bishop, Ö., & Krause, R. W. M. (2019). Anti-HIV-1 integrase potency of methylgallate from Alchornea cordifolia using in vitro and in silico approaches. Scientific Reports, 9(1). doi: 10.1038/s41598-019-41403-x

Zakiyah, W. U., Ida Cahyati, K., & Dewi Salasanti, C. (2022). Prosiding Semi-nar Nasional Diseminasi Hasil Penelitian Program Studi S1 Farmasi Interaksi Obat Antiretroviral Pada Pasien Hiv/Aids Di Rsud Dr. Soekar-djo Tasikmalaya Periode Januari-Maret Tahun 2022.

Zubair, M. S., Maulana, S., & Mukaddas, A. (2020). Penambatan Molekuler dan Simulasi Dinamika Molekuler Senya-wa Dari Genus Nigella Terhadap Penghambatan Aktivitas Enzim Pro-tease HIV-1. Jurnal Farmasi Galenika (Galenika Journal of Pharmacy) (e-Journal), 6(1), 132–140. doi: 10.22487/j24428744.2020.v6.i1.14982

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