eprintid: 22180 rev_number: 8 eprint_status: archive userid: 3858 dir: disk0/00/02/21/80 datestamp: 2023-04-02 11:43:03 lastmod: 2023-04-02 11:43:03 status_changed: 2023-04-02 11:43:03 type: thesis metadata_visibility: show creators_name: Putri, Isma Salsabilla creators_name: Hariyanti, Hariyanti creators_name: Rachmania, Rizky Arcinthya title: KAJIAN SENYAWA BIOAKTIF TERHADAP PENGHAMBATAN RESEPTOR RNA Dependent RNA Polimerase (RdRp) SEBAGAI ANTI COVID SECARA Virtual Screening ispublished: pub subjects: R subjects: RS divisions: 48201 abstract: Sindrom pernapasan akut coronavirus-2 (SARS-COV-2) ialah virus yang menyebabkan pandemi penyakit COVID-19. RNA Dependent RNA Polimerase (RdRp) merupakan reseptor penting yang berfungsi mengkatalisis replikasi RNA pada SARS-COV-2, dan menjadi salah satu target yang menjanjikan dalam mengembangkan obat antivirus. Tujuan dari penelitian ini adalah untuk mengumpulkan dan mengkaji senyawa bioaktif dari tumbuhan herbal terhadap reseptor RNA Dependent RNA Polimerase (RdRp) serta software docking yang digunakan untuk mendapatkan senyawa yang memiliki potensisebagai anticovid secara virtual screening dengan menggunakan kajian literatur. Penelitian ini dilakukan dengan menggunakan metode kajian literatur terhadap penelitian molecular docking dengan menggunakan berbagai macam software. Dari hasil studi literatur dapat disimpulkan bahwa software yang paling banyak digunakan dalam penelitian molecular docking ialah Autodock vina. Berdasarkan hasil molecular docking diperoleh senyawa Diosmetin-7-O-beta-D-apiofuranosida memiliki energi bebas ikatan terendah dengan nilai sebesar -10,4 kkal/mol dibandingkan dengan senyawa pembanding yaitu remdesivir (-4,7 kkal/mol sampai -7,9 kkal/mol). Kata kunci : RNA Dependent RNA Polimerase, RdRp SARS-COV-2, senyawa bioaktif, molecular docking, kajian literatur date: 2022 date_type: completed full_text_status: public institution: Universitas Muhammadiyah Prof. DR. HAMKA department: Fakultas Farmasi dan Sains thesis_type: bachelor thesis_name: bphil referencetext: Abdul-jabar, R. A., & Al-fadal, S. A. L. I. M. (2020). In-Silico Study of the Inhibitory Effect of Some Flavonoids Compounds and their Derivatives on SARS- COV-2. International Journal of Pharmaceutical Research, 12(2), 2668–2686. Africa, J. G. G., Arturo, H. C. P., Bernardo, L. J. M., Kyle, J., Ching, A. R., Casandra, O., Cruz, E. De, Hernandez, J. B. E., Magsipoc, R. J. Y., Sales, C. T. C., Agbay, J. C. M., Neri, G. L. L., Quimque, M. T. J., & Macabeo, A. P. G. (2022). In Silico Triple Targeting of SARS-CoV-2 3CL pro , PL pro , and RdRp by Philippine Antitubercular Natural Products Libraries. Philippine Journal of Science, 151(1), 35–58. Alamri, M. A., Altharawi, A., Alabbas, A. B., Alossaimi, M. A., & Alqahtani, S. M. (2020). Structure-based virtual screening and molecular dynamics of phytochemicals derived from Saudi medicinal plants to identify potential COVID-19 therapeutics. Arabian Journal of Chemistry, 13(9), 7224–7234. Alanagreh, L., Alzoughool, F., & Atoum, M. (2020). The Human Coronavirus Disease COVID-19 : Its Origin , Characteristics , and Insights into Potential Drugs and Its Mechanisms. Pathogens, 9(331), 1–11. Allam, A. E., Amen, Y., Ashour, A., Assaf, H. K., Hassan, H. A., Abdel-rahman, I. M., Sayed, A. M., & Shimizu, K. (2021). In silico study of natural compounds from sesame against COVID-19 by targeting M pro , PL pro and RdRp. Royal Society of Chemistry, 11(36), 22398–22408. Amirian, E. S., & Levy, J. K. (2020). Current knowledge about the antivirals remdesivir (GS-5734) and GS-441524 as therapeutic options for coronaviruses. One Health, 9(9), 100128–100134. Arba, M. (2019). Buku Ajar Farmasi Komputasi. Yogyakarta: Penerbit deepublish. Ardra, P., Singh, P., VR, H., UV, B., Rafiq, M., & Rao, R. P. (2020). Potential Phytochemical Inhibitors of the Coronavirus RNA Dependent RNA Polymerase : A Molecular Docking Study. Research Square, 1(1), 1–16. Arifin, B., & Ibrahim, S. (2018). Struktur, Bioaktivitas dan Antioksidan Flavonooid. Jurnal Zarah, 6(1), 21–29. Balkrishna, A., Mittal, R., Sharma, G., & Arya, V. (2021). Computational insights of phytochemical-driven disruption of RNA- dependent RNA polymerasemediated replication of coronavirus : a strategic treatment plan against coronavirus disease 2019. New Microbes and New Infections, 41, 100878– 100887. CDC, C. F. D. C. and P. (2021). COVID 19. Diakses pada 10 Juni 2021 pukul 16.40. https://www.cdc.gov/coronavirus/2019-ncov/, Dewi, K., & Riyandari, A. B. (2020). Potensi Tanaman Lokal sebagai Tanaman Obat dalam Menghambat Penyebaran COVID-19. Jurnal Pharmascience, 7(2), 112–128. https://ppjp.ulm.ac.id/journal/index.php/pharmascience Dey, D., Dey, N., Ghosh, S., Chandrasekaran, N., & Thomas, J. (2021). Potential combination therapy using twenty phytochemicals from twenty plants to prevent SARS- CoV-2 infection : An in silico Approach. VirusDisease, 32(1), 108–116. Duncan, A., Margetson, J., Roberts, J., Baron, T., & Buxani, N. (2021). Caribbean Plants as Source of Novel Inhibitors for Main Protease, NSP 15, and RNAdependent RNA polymerase (RdRp) of SARS-Cov-2. Drug Designing, 10(1), 1–9. El-aziz, N. M. A., Awad, O. M. E., Shehata, M. G., El-, S. A., Applications, T., & Arab, B. El. (2021). Inhibition of the SARS-CoV-2 RNA-Dependent RNA Polymerase by Natural Bioactive Compounds: Molecular Docking Analysis. Egyptian Journal of Chemistry, 64(4), 1989–2001. Elfiky, A. A. (2020). SARS-CoV-2 RNA dependent RNA polymerase (RdRp) targeting: an in silico perspective. Journal of Biomolecular Structure and Dynamics, 39(9), 3204–3212. Falang, K. D., Poyi, C. O., & Kolawole, J. A. (2020). Inhibition of RNAdependent RNA polymerase from SARSCoV-2 by compounds in Vangag herbal preparation: an in silico evaluation. Journal of Pharmacy & Bioresources, 17(2), 88–95. Ferdian, P. R., Elfirta, R. R., Zahrah, A., Ikhwani, N., Sutardi, D., & Ruhiat, G. (2021). Studi In Silico Senyawa Fenolik Madu sebagai Kandidat Inhibitor Mpro SARS-CoV-2. Media Penelitian Dan Pengembangan Kesehatan, 31(3), 213–232. Firdiyani, F., Agustini, T. W., & Ma’ruf, W. F. (2015). Ekstraksi Senyawa Bioaktif Sebagai Antioksidan Alami Spirulina platensis Segar Dengan Pelarut Yang Berbeda. JPHPI, 18(1), 28–37. Friesner, R. A., Banks, J. L., Murphy, R. B., Halgren, T. A., Klicic, J. J., Mainz, D. T., Repasky, M. P., Knoll, E. H., Shelley, M., Perry, J. K., Shaw, D. E., Francis, P., & Shenkin, P. S. (2004). Glide : A New Approach for Rapid , Accurate Docking and Scoring . 1 . Method and Assessment of Docking Accuracy. Journal of Medicinal Chemistry, 47(7), 1739–1749. Gagnon, J. K., Law, S. M., & Iii, C. L. B. (2017). Flexible CDOCKER: Development and application of a pseudo_explicit structure-based docking method within CHARMM. Journal of Computational Chemistry, 37(8), 753– 762. Gao, Y., Yan, L., Huang, Y., Liu, F., Zhao, Y., Cao, L., Wang, T., Sun, Q., Ming, Z., Zhang, L., Ge, J., Zheng, L., Zhang, Y., Wang, H., Zhu, Y., Zhu, C., Hu, T., Hua, T., Zhang, B., Rao, Z. (2020). Structure of the RNA-dependent RNA polymerase from COVID-19 virus. Science, 368(6492), 779–782. Guaadaoui, A., Benaicha, S., & Elmajdoub, N. (2014). What is a bioactive compound ? A combined definition for a preliminary consensus. International Journal of Nutrition and Food Science, 3(3), 174–179. Habibzadeh, S., & Zohalinezhad, M. E. (2022). Evaluation of the Inhibitory Activities of Ferula gummosa Bioactive Compounds against the Druggable Targets of SARS-CoV-2 : Molecular Docking Simulation. Biointerface Research in Applied Chemistry, 12(5), 6382–6392. Hernawati, S. (2017). Metodologi Penelitian dalam Bidang Kesehatan Kuantitatif & Kualitatif. Ponorogo: Forum Ilmiah Kesehatan (FORIKES). Hidayat, S., Cahyohartoto, A., Dewi, A. U., Mukminah, I. Al, & Sigalingging, O. S. (2021). Uji Aktivitas Senyawa Bahan Alam terhadap Enzim Mpro pada SARS-CoV-2 Secara In Silico. Jurnal Farmasi Dan Ilmu Kefarmasian Indonesia, 8(3), 235–241. Indriani, E., & Rostinawati, T. (2020). Review Artikel : Struktur, Replikasi dan Inhibitor RNA Dependent RNA Polymerase Coronavirus. Farmaka, 18(2), 146–153. Jin, Y., Sun, J., Jeon, S., Lee, J., Kim, S., Rae, H., & Kwon, S. (2020). Lycorine, a non-nucleoside RNA dependent RNA polymerase inhibitor, as potential treatment for emerging coronavirus infections. Phytomedicine, 86(15), 153440–153447. Juliana, K., Amin, M., & Suarsini, E. (2016). Analisis Virtual Screening Senyawa Alami Anti Aging Kandidat Inhibitor Komplek Protein MMP1. Surakarta: Seminar Nasional Pendidikan Biologi Dan Saintek, 114–125. Kakodkar, P., Kaka, N., & Baig, M. (2020). A Comprehensive Literature Review on the Clinical Presentation, and Management of the Pandemic Coronavirus Disease 2019 (COVID-19). Cureus, 12(4), 1–18. Kandeel, M., Kitade, Y., & Almubarak, A. (2020). Repurposing FDA-approved phytomedicines , natural products , antivirals and cell protectives against RNA-dependent RNA polymerase. PeerJ, 8(14), 1–17. Kar, P., Kumar, V., Vellingiri, B., Sen, A., Jaishee, N., Anandraj, A., Malhotra, H., Bhattacharyya, S., Kinoshita, M., Govindasamy, V., Roy, A., Naidoo, D., Subramaniam, M. D., Anandraj, A., Malhotra, H., Bhattacharyya, S., & Mukhopadhyay, S. (2020). Anisotine and amarogentin as promising inhibitory candidates against SARS-CoV-2 proteins : a computational investigation. Joural of Biomolecular Structure and Dynamics, 38(2), 1–11. Kar, P., Sharma, N. R., Singh, B., Sen, A., Roy, A., Kar, P., Raj, N., Singh, B., Sen, A., & Roy, A. (2021). Natural compounds from Clerodendrum spp . as possible therapeutic candidates against SARS- CoV-2 : An in silico investigation Natural compounds from Clerodendrum spp . as possible therapeutic candidates. Journal of Biomolecular Structure and Dynamics, 39(13), 4774–4785. Kementerian Kesehatan Republik Indonesia. (2020). Pedoman Pencegahan dan Pengendalian Coronavirus Disease (COVID-19). Jakarta: Kementerian Kesehatan RI. Khan, A., Khan, M., Saleem, S., Babar, Z., Ali, A., Aziz, A., & Zain, K. (2020). Phylogenetic Analysis and Structural Perspectives of RNA ‑ Dependent RNA ‑ Polymerase Inhibition from SARs ‑ CoV ‑ 2 with Natural Products. Interdisciplinary Sciences: Computational Life Sciences, 12(3), 335–348. Kushwaha, P. P., Singh, A. K., Bansal, T., Yadav, A., Prajapati, K. S., Shuaib, M., & Kumar, S. (2021). Identification of Natural Inhibitors Against SARS-CoV2 Drugable Targets Using Molecular Docking , Molecular Dynamics Simulation , and MM-PBSA Approach. Frontiers in Cellular and Infection Microbiology, 11(730288), 1–17. Laksmiani, N. P. L., Larasanty, L. P. F., Santika, A. A. G. J., Prayoga, P. A. A., Dewi, A. A. I. K., & Dewi, N. P. A. K. (2020). Active Compounds Activity from the Medicinal Plants Against SARS-CoV-2 using in Silico Assay. Biomedical & Pharmacology Journal, 13(2), 873–881. Lung, J., Lin, Y. S., Yang, Y. H., Chou, Y. L., Shu, L. H., Cheng, Y. C., Liu, H. Te, & Wu, C. Y. (2020). The potential chemical structure of anti SARSCoV-2 RNA dependent RNA polymerase. Journal of Medical Virology, 92(6), 1–5. Maulana, A. (2020). Mengapa Virus Corona Bisa Bermutasi? Ini Penjelasannya. https://www.unpad.ac.id/2020/12/mengapa-virus-corona-bisa-bermutasi-inipenjelasannya/, diakses pada 23 Mei 2022 pukul 12.32 Mir, S. A., Firoz, A., Alaidarous, M., Alshehri, B., Dukhyil, A. A. Bin, Banawas, S., Alsagaby, S. A., Alturaiki, W., Ahmad, G., Kashoo, F., & Abdel-hadi, A. M. (2022). Identification of SARS-CoV-2 RNA-dependent RNA polymerase inhibitors from the major phytochemicals of Nigella sativa: An in silico approach. Saudi Journal of Biological Sciences, 29(1), 394–401. Mishra, G. P., Bhadane, R. N., Panigrahi, D., Amawi, H. A., Asbhy, C. R., & Tiwar, A. K. (2021). The interaction of the bioflavonoids with five SARSCoV-2 proteins targets : An i n silico study. Computers in Biology and Medicine, 134(104464), 1–10. Morris, G. M., Huey, R., & Olson, A. J. (2008). Using AutoDock for LigandReceptor Docking. Current Protocols in Bioinformatics, 8(14), 1–40. Nasution, N. H., Hidayah, A., Sari, K. M., Cahyati, W., Khoiriyah, M., Hasibuan, R. P., Lubis, A. A., & Siregar, A. Y. (2021). Gambaran Pengetahuan Masyarakat Tentang Pencegahan Covid-19 Kecamatan Padangsidimpuan Batunadua. Jurnal Kesehatan Ilmiah Indonesia, 6(1), 107–114. Noviardi, H., & Fachrurrazie. (2015). Potensi Senyawa Bullatalisin Sebagai Inhibitor Protein Leukotrien A4 Hidrolase Pada Kanker Kolon Secara In Silico. Fitofarmaka, 5(2), 65–73. Nursamsiar, Mangande, M. M., Awaluddin, A., Nur, S., & Asnawi, A. (2020). In Silico Study of Aglycon Curculigoside A and Its Derivatives as α -Amilase Inhibitors. Indonesian of Pharmaceutical Science anD Technology, 7(1), 29– 37. Ogunyemi, O. M., Gyebi, G. A., Elfiky, A. A., Afolabi, S. O., Ogunro, O. B., Adegunloye, A. P., & Ibrahim, I. M. (2020). Alkaloids and flavonoids from African phytochemicals as potential inhibitors of SARS-Cov-2 RNAdependent RNA polymerase : an in silico perspective. Antiviral Chemistry and Chemotherapy, 28(1), 1–15. Pagadala, N. S., Syed, K., & Tuszynski, J. (2017). Software for molecular docking : a review. Biophysical Reviews, 9(2), 91–102. Pandeya, K. B., Ganeshpurkar, A., & Mishra, M. K. (2020). Natural RNA Dependent RNA Polymerase Inhibitors : Molecular Docking Studies of Some Biologically Active Alkaloids of Argemone mexicana. Medical Hypotheses, 109905. Patil, S. M., Martiz, R. M., Ramu, R., Shirahatti, P. S., Prakash, A., S, J. C., & Ranganatha, V. L. (2021). In silico identification of novel benzophenone – coumarin derivatives as SARS- CoV-2 RNA-dependent RNA polymerase ( RdRp ) inhibitors. Journal of Biomolecular Structure and Dynamics, 39(1), 1–17. Poyi, C. O., Falang, K. D., & Kolawole, J. A. (2020). Phytochemical Compounds Present in COVI-MXG Herbal Preparation Inhibits RNA-Dependent RNA Polymerase from SARS-CoV-2 : Virtual Screening. Research Square, 1(1), 1–14. Pratama, A. A., Rifai, Y., & Marzuki, A. (2017). Docking Molekuler Senyawa 5,5’- Dibromometilsesamin. Majalah Farmasi Dan Farmakologi, 21(3), 67– 69. Rahimah, S. B., Dewi, M. K., & Muflihah, H. (2020). COVID-19 dan Tatalaksana Farmakoterapi : KOPIDPEDIA. Bandung: Pusat Penerbitan Universitas (P2U) Unisba. Rameshkumar, M. R., Indu, P., Arunagirinathan, N., Venkatadri, B., El-Serehy, H. A., & Ahmad, A. (2021). Computational selection of flavonoid compounds as inhibitors against SARS-CoV-2 main protease, RNA-dependent RNA polymerase and spike proteins: A molecular docking study. Saudi Journal of Biological Sciences, 28(1), 448–458. Ridwan, M., Ulum, B., Muhammad, F., & Indragiri, U. I. (2021). Pentingnya Penerapan Literature Review pada Penelitian Ilmiah. Jurnal Masohi, 2(1), 42–51. Ruslin, Yana, N. R. A., & Leorita, M. (2020). Desain Turunan Senyawa Leonurine Sebagai Kandidat Obat AntiInflamasi. Jurnal Farmasi Galenika, 6(1), 181–191. Saeed, M., Saeed, A., & Alreshidi, M. (2021). Computational hunting of natural active compounds as an alternative for Remdesivir to target RNA-dependent polymerase. Cellular and Molecular Biology, 67(1), 45–49. Saha, S., Nandi, R., Vishwakarma, P., & Prakash, A. (2021). Discovering Potential RNA Dependent RNA Polymerase Inhibitors as Prospective Drugs Against COVID-19 : An in silico Approach. Frontiers in Pharmacology, 12(634047), 1–13. Sanders, J. M., Monogue, M. L., Jodlowski, T. Z., & Cutrell, J. B. (2020). Pharmacologic Treatments for Coronavirus Disease 2019 (COVID-19) A Review. Clinical Review & Education, 323(18), 1824–1836. Saputri, K. E., Fakhmi, N., Kusumaningtyas, E., Priyatama, D., & Santoso, B. (2016). Docking Molekular Potensi Anti Diabetes Melitus Tipe 2 Turunan Zerumbon Sebagai Inhibitoor Aldosa Reduktase Dengan Autodock Vina. Chemica et Natura Acta, 4(1), 16–20. Sari, A. R., Rahman, F., Wulandari, A., Pujianti, N., Laily, N., Anhar, Y., Anggraini, L., Azmiyannoor, M., Ridwan, A. M., Ilham, F., & Muddin, I. (2020). Perilaku Pencegahan Covid-19 Ditinjau dari Karakteristik Individu dan Sikap Masyarakat. Jurnal Penelitian Dan Pengembangan Kesehatan Masyarakat Indonesia, 1(1), 32–37. Sari, I. W., Junaidin, & Pratiwi, D. (2020). Studi Molecular Docking Senyawa Flavonoid Herba Kumis Kucing (Orthosiphon stamineus B.) In αGlukosidase Sebagai Antidiabetes Tipe 2. Jurnal Farmagazine, 7(2), 54–60. Selvaraj, J., Rekha, U. V., Jh, S. F., Sivabalan, V., Ponnulakshmi, R., Vishnupriya, V., Kullappan, M., Surapaneni, S., & Mohan, K. (2021). Molecular docking analysis of SARS-CoV-2 linked RNA dependent RNA polymerase (RdRp) with compounds from Plectranthus amboinicus. Bioinformation, 17(1), 167–170. Septiana, E. (2020). Prospek Senyawa Bahan Alam Sebagai Antivirus Dalam Menghambat SARS-CoV-2. BioTrends, 11(1), 30–38. Setiadi, A. P., Wibowo, Y. I., Halim, S. V., Brata, C., Presley, B., & Setiawan, E. (2020). Tata Laksana Terapi Pasien dengan COVID-19: Sebuah Kajian Naratif. Indonesian Journal of Clinical Pharmacy, 9(1), 70. Shaldam, M. A., Yahya, G., Mohamed, N. H., Abdel-daim, M. M., & Naggar, Y. Al. (2021). In silico screening of potent bioactive compounds from honeybee products against COVID-19 target enzymes. Enviromental Science and Pollution Research, 28(30), 40507–40514. Sharaf, S. E. (2021). Biochemical computational therapeutic approach towards the discovery of natural product non- covalent inhibitors of SARS-CoV-2 RNAdependent RNA polymerase. Pharmacy & Pharmacology International Journal, 9(4), 160–169. Silva, F. M. A. da, Silva, K. P. A., Oliveira, L. P. M. De, Costa, E. V, Koolen, H. H. F., Pinheiro, M. L. B., Souza, A. Q. L. De, & Souza, A. D. L. De. (2020). Flavonoid glycosides and their putative human metabolites as potential inhibitors of the SARS-CoV-2 main protease (Mpro) and RNA-dependent RNA polymerase (RdRp). Mem Inst Oswaldo Cruz, 115, 1–8. Singh, Kumar, V., & Purohit, R. (2021). Potential of turmeric-derived compounds against RNA-dependent RNA polymerase of SARS-CoV-2 : An in-silico approach. Computers in Biology and Medicine, 139(3), 104965–104970. Singh, S., Sk, F., Sonawane, A., Kar, P., & Sadhukhan, S. (2020). Plant-derived natural polyphenols as potential antiviral drugs against SARS-CoV-2 via RNA-dependent RNA polymerase (RdRp) inhibition : an in-silico analysis. Journal of Biomolecular Structure and Dynamics, 39(16), 6249–6264. Siswandono. (2016a). Kimia Medisinal 1 (Edisi 2). Surabaya: Airlangga University Press. Siswandono. (2016b). Kimia Medisinal 2 (Edisi 2). Surabaya: Airlangga University Press. Suharyani, I., Falya, Y., Hakim, A., Fajira, D., Sadira, N. A., & Astuti, S. (2021). Review Artikel: Potensi Senyawa Aktif Pada Tanaman Obat Untuk Penanganan Covid-19 Dengan Metode Molecular Docking. Medical Sains, 6(2), 115–121. https://doi.org/10.37874/ms.v6i2.270 Susilo, A., Rumende, C. M., Pitoyo, C. W., Santoso, W. D., Yulianti, M., Herikurniawan, H., Sinto, R., Singh, G., Nainggolan, L., Nelwan, E. J., Chen, L. K., Widhani, A., Wijaya, E., Wicaksana, B., Maksum, M., Annisa, F., Jasirwan, C. O. M., & Yunihastuti, E. (2020). Coronavirus Disease 2019: Tinjauan Literatur Terkini. Jurnal Penyakit Dalam Indonesia, 7(1), 45–67. Syahputra, G., Ambarsari, L., & Sumaryada, T. (2014). Simulasi Docking Kurkumin Enol, Bisdemetoksikurkumin dan Analognya Sebagai Inhibitoor Enzim12-Lipoksigenase. Jurnal Biofisika, 10(1), 55–67. Trott, O., & Olson, A. J. (2010). AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization and multithreading. Journal of Computational Chemistry, 31(2), 455–461. Wang, Z., Qiang, W., & Ke, H. (2020). A Handbook of 2019-nCoV Pneumonia Control and Prevention. Hubei Science and technology press. Wardiana, A. (2020). Diagnosis SARS-CoV-2 : Peran Sistem Deteksi dan Ragam Metode Uji Dalam Menanggulangi Pandemi. BioTrends, 11(1), 21–29. Yuqui, F. M., Guerra, N. L., & Palacio, E. A. M. (2020). Targeting the 3CLpro and RdRp of SARS-CoV-2 with phytochemicals from medicinal plants of the Andean Region : molecular docking and molecular dynamics simulations Targeting the 3CLpro and RdRp of SARS-CoV-2 with phytochemicals and molecular dynamics simula. Journal of Biomolecular Structure and Dynamics, 40(5), 2010–2023. Yusuf, S. A., & Khasanah, U. (2019). Kajian Literatur dan Teori Sosial Dalam Penelitian. Yogyakarta: Penerbit Gawe Buku. Zhu, W., Chen, C. Z., Gorshkov, K., Xu, M., Lo, D. C., & Zheng, W. (2020). RNA-Dependent RNA Polymerase as a Target for COVID-19 Drug Discovery. SLAS Discovery, 25(10), 1141–1151. citation: Putri, Isma Salsabilla dan Hariyanti, Hariyanti dan Rachmania, Rizky Arcinthya (2022) KAJIAN SENYAWA BIOAKTIF TERHADAP PENGHAMBATAN RESEPTOR RNA Dependent RNA Polimerase (RdRp) SEBAGAI ANTI COVID SECARA Virtual Screening. Bachelor thesis, Universitas Muhammadiyah Prof. DR. HAMKA. document_url: http://repository.uhamka.ac.id/id/eprint/22180/1/FS03-220308.pdf