B-cell Epitope Mapping of Capsid L1 from Human Papillomavirus to Development Cervical Cancer Vaccine Through In Silico Study

https://doi.org/10.24036/sainstek/vol1-iss02/11

Authors

  • Rasyadan Taufiq Probojati Department of Agrotechnology, Faculty of Agriculture, Universitas Kadiri, Kediri, Indonesia
  • Santika Lusia Utami Faculty of Biology, Universitas Gadjah Mada, Yogyakarta, Indonesia.
  • Dora Dayu Rahma Turista Educational Biology Department, Faculty of Teacher Training and Education, Mulawarman University, Samarinda, Indonesia.
  • Arbi Wiguna Zoology Division, Generasi Biologi Indonesia Foundation, Gresik, Indonesia.
  • Arini Wijayanti Department of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, United States.
  • Yuanita Rachmawati Department of Biology, Faculty of Science and Technology, UIN Sunan Ampel Surabaya, Surabaya, Indonesia.
  • Alyaa Farrah Dibha Chemistry Department, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang, Indonesia.
  • Ahmad Affan Ali Murtadlo Computational Virology Research Unit, Molecular Biology and Genetics Division, Generasi Biologi Indonesia Foundation, Gresik Indonesia.
  • Thobib Hasan Department of Biology, Faculty of Mathematics and Natural Sciences, IPB University, Bogor, Indonesia.
  • Priscilla Listiyani Computational Virology Research Unit, Molecular Biology and Genetics Division, Generasi Biologi Indonesia Foundation, Gresik Indonesia.
  • Muhammad Aldino Hafidzhah Department of Bioinformatics, School of Life Sciences, Indonesia International Institute for Life-Sciences, East Jakarta, Indonesia.
  • Agus Mohammad Hikam Faculty of Mathematics and Natural Sciences, Universitas Islam Malang, Malang, Indonesia.
  • Muhammad Badrut Tamam Department of Biology, Faculty of Sciences and Technology, Universitas Muhammadiyah Lamongan, Lamongan, Indonesia
  • Renadya Maulani Wijaya Department of Bioinformatics, School of Life Sciences, Indonesia International Institute for Life-Sciences, East Jakarta, Indonesia.
  • Sri Wahyuningsih Faculty of Biology, Universitas Gadjah Mada, Yogyakarta, Indonesia.
  • Md.Emdad Ullah Department of Chemistry, Mississippi State University, Mississippi State, United States.

Keywords:

Conserved Region, Epitope Mapping, HPV, Peptide, L1

Abstract

Human papillomavirus (HPV) is a virus that plays an important role in the occurrence of cervical cancer. The HPV gene is composed of two parts: early and late gene. The L1 protein has a conserved region composed of cysteine ​​and lysine residues, both of which have involved in the binding process between virions and host receptors. Previous research has shown that vaccines can be developed based on epitopes that have conserved areas. This study is important to identify conserved protein sequences in L1 of HPV capsid, predict epitope mapping of B cells and antigenicity in the conserved region of L1 HPV capsid, as well as the similarity of amino acid residues of epitope composers with surface receptors of human body cells. The conserved areas were identified in L1 HPV as a potential epitope of B cells based on epitope mapping analysis of positions 23-46 and 97-119 with EGRGQPLGGSGHPNDDE DRDKQ and RHNGGPGPSGSSQFNKPYWAQGN peptides and each had a peptide length of 22-mer and 23-mer. The 97-119 epitope has a high antigenicity score and the similarity of the low amino acid residue sequence to the cell surface receptor of the human body, the 23-mer RHNGGPGPSGSSQFNKPYWAQGN peptide can be used as a reference for the development of cervical cancer prevention vaccine.

References

Ansori ANM, Fadholly A, Hayaza S, Susilo RJK, Inayatillah B, Winarni D, Husen SA. A Review on Medicinal Properties of Mangosteen (Garcinia mangostana L.). Res J Pharm Techol. 2020; 13(2):974-982. doi: 10.5958/0974-360X.2020.00182.1

Fadholly A, Ansori ANM, Utomo B. Anticancer Effect of Naringin on Human Colon Cancer (WiDr Cells): In Vitro Study. Research Journal of Pharmacy and Technology. 2022; 15(2): 885-888. DOI: 10.52711/0974-360X.2022.00148

Husen SA, Wahyuningsih SPA, Ansori ANM, Hayaza S, Susilo RJK, Winarni D, Punnapayak H, Darmanto W. Antioxidant Potency of Okra (Abelmoschus esculentus Moench) Pods Extract on SOD Level and Tissue Glucose Tolerance in Diabetic Mice. Res J Pharm Technol. 12(12): 5683. doi: 10.5958/0974-360X.2019.00983.1

Husen SA, Setyawan MF, Syadzha MF, Susilo RJK, Hayaza S, Ansori ANM, Alamsjah MA, Ilmi ZN, Wulandari PAC, Pudjiastuti P, Awang P, Winarni D. A Novel Therapeutic effects of Sargassum ilicifolium Alginate and Okra (Abelmoschus esculentus) Pods extracts on Open wound healing process in Diabetic Mice. Research J. Pharm. and Tech 2020; 13(6): 2764-2770. doi: 10.5958/0974-360X.2020.00491.6

Kharisma VD, Kharisma SD, Ansori ANM, Kurniawan HP, Witaningrum AM, Fadholly A, Tacharina MR. Antiretroviral Effect Simulation from Black Tea (Camellia sinensis) via Dual Inhibitors Mechanism in HIV-1 and its Social Perspective in Indonesia. Res J Pharm Technol. 2021; 14(1): 455-460. doi: 10.5958/0974-360X.2021.00083.4

Fadholly A, Ansori ANM, Kharisma VD, Rahmahani J, Tacharina MR. Immunobioinformatics of Rabies Virus in Various Countries of Asia: Glycoprotein Gene. Res J Pharm Technol. 2021; 14(2): 883-886. doi: 10.5958/0974-360X.2021.00157.8

Ansori ANM, Fadholly A, Proboningrat A, Hayaza S, Susilo RJK, Naw SW, Posa GAV, Yusrizal YF, Sibero MT, Sucipto TH, Soegijanto S. In vitro antiviral activity of Pinus merkusii (Pinaceae) stem bark and cone against dengue virus type-2 (DENV-2). Res J Pharm Technol. 2021; 14(7):3705-8. doi: 10.52711/0974-360X.2021.00641

Ansori ANM, Kharisma VD, Fadholly A, Tacharina MR, Antonius Y, Parikesit AA. Severe Acute Respiratory Syndrome Coronavirus-2 Emergence and Its Treatment with Alternative Medicines: A Review. Research Journal of Pharmacy and Technology 2021; 14(10):5551-7. doi: 10.52711/0974-360X.2021.00967

Husen SA, Ansori ANM, Hayaza S, Susilo RJK, Zuraidah AA, Winarni D, Punnapayak H, Darmanto W. Therapeutic Effect of Okra (Abelmoschus esculentus Moench) Pods Extract on Streptozotocin-Induced Type-2 Diabetic Mice. Res J Pharm Technol. 2019; 12(8):3703-3708. doi: 10.5958/0974-360X.2019.00633.4

Ansori ANM, Kharisma VD, Solikhah TI. Medicinal properties of Muntingia calabura L.: A Review. Res J Pharm Technol. 2021; 14(8):4509-2. doi: 10.52711/0974-360X.2021.00784

Fadholly A, Ansori ANM, Sucipto TH. An overview of naringin: Potential anticancer compound of citrus fruits. Research Journal of Pharmacy and Technology. 2020; 13(11): 5613-5619. DOI: 10.5958/0974-360X.2020.00979.8

Proboningrat A, Kharisma VD, Ansori ANM, Rahmawati R, Fadholly A, Posa GAV, Sudjarwo SA, Rantam FA, Achmad AB. In silico Study of Natural inhibitors for Human papillomavirus-18 E6 protein. Res J Pharm Technol. 2022; 15(3):1251-6. doi: 10.52711/0974-360X.2022.00209

Ramadhani NF, Nugraha AP, Ihsan IS, Agung YA, Rantam FA, Ernawati DS et al. Gingival medicinal signaling cells conditioned medium effect on the osteoclast and osteoblast number in lipopolysaccharide-induced calvaria bone resorption in wistar rats’ (Rattus novergicus). Research Journal of Pharmacy and Technology. 2021; 14(10): 5232-5237. DOI: 10.52711/0974-360X.2021.00911

Kharisma VD, Ansori ANM, Jakhmola V, Rizky WC, Widyananda MH, Probojati RT, Murtadlo AAA, Rebezov M, Scherbakov P, Burkov P, Matrosova Y, Romanov A, Sihombing MAEM, Antonius Y, Zainul R. Multi-strain human papillomavirus (HPV) vaccine innovation via computational study: A mini review. Res J Pharm Technol. 2022; 15(8):3802-7. doi: 10.52711/0974-360X.2022.00638

Fahmi M, Kharisma VD, Ansori ANM, Ito M. Retrieval and Investigation of Data on SARS-CoV-2 and COVID-19 Using Bioinformatics Approach. Adv Exp Med Biol. 2021; 1318: 839-857. DOI: 10.1007/978-3-030-63761-3_47

Kharisma VD, Probojati RT, Murtadlo AAA, Ansori ANM, Antonius Y, Tamam MB. Revealing Potency of Bioactive Compounds as Inhibitor of Dengue Virus (DENV) NS2B/NS3 Protease from Sweet Potato (Ipomoea batatas L.) Leaves. Indian J Forensic Med Toxicol. 2020; 15(1): 1627–1632. DOI: 10.37506/ijfmt.v15i1.13644

Husen SA, Winarni D, Salamun, Ansori ANM, Susilo RJK, Hayaza S. Hepatoprotective Effect of Gamma-mangostin for Amelioration of Impaired Liver Structure and Function in Streptozotocin-induced Diabetic Mice. IOP Conference Series: Earth and Environmental Science. 2019; 217(1): 012031. DOI: 10.1088/1755-1315/217/1/012031

Turista DDR, Islamy A, Kharisma VD, Ansori ANM. Distribution of COVID-19 and Phylogenetic Tree Construction of SARS-CoV-2 in Indonesia. J Pure Appl Microbiol. 2020; 14: 1035-1042. doi: 10.22207/JPAM.14.SPL1.42

Kharisma VD, Widyananda MH, Ansori ANM, Nege AS, Naw SW, Nugraha AP Tea catechin as antiviral agent via apoptosis agonist and triple inhibitor mechanism against HIV-1 infection: A bioinformatics approach. J Pharm Pharmacogn Res. 9(4): 435-445.

Kharisma VD, Ansori ANM, Nugraha AP. Computational study of ginger (Zingiber Officinale) as E6 inhibitor in human papillomavirus type 16 (Hpv-16) infection. Biochemical and Cellular Archives. 2020; 20: 3155-3159. DOI: 10.35124/bca.2020.20.S1.3155

Ansori ANM, Kharishma VD, Muttaqin SS, Antonius Y, Parikesit AA. Genetic Variant of SARS-CoV-2 Isolates in Indonesia: Spike Glycoprotein Gene. J Pure Appl Microbiol. 2020; 14: 971-978. DOI: 10.22207/JPAM.14.SPL1.35

Widyananda MH, Pratama SK, Samoedra RS, Sari FN, Kharisma VD, Ansori ANM, Antonius Y (2021) Molecular docking study of sea urchin (Arbacia lixula) peptides as multi-target inhibitor for non-small cell lung cancer (NSCLC) associated proteins. J Pharm Pharmacogn Res 9(4): 484–496.

Kharisma VD, Ansori ANM. Construction of Epitope-Based Peptide Vaccine Against SARS-CoV-2: Immunoinformatics Study. J Pure Appl Microbiol. 2020; 14: 999-1005. DOI: 10.22207/JPAM.14.SPL1.38

Kharisma VD, Ansori ANM, Widyananda MH, Utami SL, Nugraha AP. Molecular simulation: The potency of conserved region on E6 HPV-16 as a binding target of black tea compounds against cervical cancer. Biochemical and Cellular Archives. 2020; 20: 2795-2802. DOI: 10.35124/bca.2020.20.S1.2795

Kharisma VD, Agatha A, Ansori ANM, Widyananda MH, Rizky WC, Dings TGA, Derkho M, Lykasova I, Antonius Y, Rosadi I, Zainul R. Herbal combination from Moringa oleifera Lam. and Curcuma longa L. as SARS-CoV-2 antiviral via dual inhibitor pathway: A viroinformatics approach. J Pharm Pharmacogn Res. 2022; 10(1): 138-146. DOI: 10.56499/jppres21.1174_10.1.138

Khairullah AR, Solikhah TI, Ansori ANM, Hanisia RH, Puspitarani GA, Fadholly A, Ramandinianto SC. Medicinal importance of Kaempferia galanga L. (Zingiberaceae): A comprehensive review. J Herbmed Pharmacol. 2021; 10: 281-288. DOI: 10.34172/jhp.2021.32

Husen SA, Syadzha MF, Setyawan MF, Pudjiastuti P, Ansori ANM, Susilo RJK et al. Evaluation of the combination of sargassum duplicatum, sargassum ilicifolium, abelmoschus esculentus, and garcinia mangostana extracts for open wound healing in diabetic mice. Systematic Reviews in Pharmacy. 2020; 11(9): 888-892. DOI: 10.31838/srp.2020.9.129

Wijaya RM, Hafidzhah MA, Kharisma VD, Ansori ANM, Parikesit AP. COVID-19 In Silico Drug with Zingiber officinale Natural Product Compound Library Targeting the Mpro Protein. Makara J Sci. 2021; 25(3): 5. DOI: 10.7454/mss.v25i3.1244

Ansori ANM, Fadholly A, Kharisma VD, Nugraha AP. Therapeutic potential of avian paramyxovirus serotype 1 for cancer therapy. Biochemical and Cellular Archives. 2020;20:2827-2832. DOI: 10.35124/bca.2020.20.S1.2827

Prahasanti C, Nugraha AP, Kharisma VD, Ansori ANM, Ridwan RD, Putri TPS et al. Un enfoque bioinformático de la exploración con compuestos de hidroxiapatita y polimetilmetacrilato como biomaterial de implantes dentales. Journal of Pharmacy and Pharmacognosy Research. 2021; 9(5): 746-754.

Kharisma VD, Ansori ANM, Fadholly A, Sucipto TH. Molecular mechanism of caffeine-aspirin interaction in kopi balur 1 as anti-inflammatory agent: A computational study. Indian Journal of Forensic Medicine and Toxicology. 2020; 14(4): 4040-4046. DOI: 10.37506/ijfmt.v14i4.12274

Kharisma VD, Widodo N, Ansori ANM, Nugraha AP. A vaccine candidate of zika virus (ZIKV) from polyvalent conserved b-cell epitope on viral glycoprotein: In silico approach. Biochemical and Cellular Archives. 2020;20:2785-2793. DOI: 10.35124/bca.2020.20.S1.2785

Ansori ANM, Kharisma VD, Nugraha AP. Phylogenetic and pathotypic characterization of avian paramyxovirus serotype 1 (APMV-1) in Indonesia. Biochemical and Cellular Archives. 2020;20:3023-3027. https://doi.org/10.35124/bca.2020.20.S1.3023

Padmi H, Kharisma VD, Ansori ANM, Sibero MT, Widyananda MH, Ullah E, Gumenyuk O, Chylichcova S, Bratishko N, Prasedya ES, Sucipto TH, Zainul R. Macroalgae Bioactive Compounds for the Potential Antiviral of SARS-CoV-2: An In Silico Study. Journal of Pure and Applied Microbiology. 2022; 16(2): 1018-1027. DOI: 10.22207/JPAM.16.2.26

Antonius Y, Kharisma VD, Widyananda MH, Ansori ANM, Trinugroho JP, Ullah ME, Naw SW, Jakhmola V, Wahjudi M. Prediction of Aflatoxin-B1 (AFB1) Molecular Mechanism Network and Interaction to Oncoproteins Growth Factor in Hepatocellular Carcinoma. J Pure Appl Microbiol. 2022;16(3):1844-1854. doi: 10.22207/JPAM.16.3.29

Dibha AF, Wahyuningsih S, Ansori ANM, Kharisma VD, Widyananda MH, Parikesit AA, Sibero MT, Probojati RT, Murtadlo AAA, Trinugroho JP, Sucipto TH, Turista DDR, Rosadi I, Ullah ME, Jakhmola V, Zainul R. Utilization of Secondary Metabolites in Algae Kappaphycus alvarezii as a Breast Cancer Drug with a Computational Method. Pharmacognosy Journal. 2022; 14(3): 536-543. DOI: 10.5530/pj.2022.14.68

Aini NS, Ansori ANM, Kharisma VD, Syadzha MF, Widyananda MH, Murtadlo AA, et al. Potential Roles of Purslane (Portulaca oleracea L.) as Antimetabolic Syndrome: A Review. Pharmacognosy Journal. 2022; 14(3): 710-714. DOI: 10.5530/pj.2022.14.90

Listiyani P, Kharisma VD, Ansori AN, Widyananda MH, Probojati RT, Murtadlo AA, et al. In Silico Phytochemical Compounds Screening of Allium sativum Targeting the Mpro of SARS-CoV-2. Pharmacognosy Journal. 2022; 14(3): 604-609. DOI: 10.5530/pj.2022.14.78

Aini NS, Kharisma VD, Widyananda MH, Murtadlo AA, Probojati RT, Turista DD, et al. In Silico Screening of Bioactive Compounds from Syzygium cumini L. and Moringa oleifera L. Against SARS-CoV-2 via Tetra Inhibitors. Pharmacognosy Journal. 2022;14(4):267-272. DOI: 10.5530/pj.2022.14.95

Aini NS, Kharisma VD, Widyananda MH, Murtadlo AA, Probojati RT, Turista DD, et al. Bioactive Compounds from Purslane (Portulaca oleracea L.) and Star Anise (Illicium verum Hook) as SARS-CoV-2 Antiviral Agent via Dual Inhibitor Mechanism: In Silico Approach. Pharmacognosy Journal. 2022;14(4):352-357. DOI: 10.5530/pj.2022.14.106

Ansori ANM, Fadholly A, Proboningrat A, Antonius Y, Hayaza S, Susilo RJ, Inayatillah B, Sibero MT, Naw SW, Posa GAV, Sucipto TH, Soegijanto S. Novel Antiviral Investigation of Annona squamosa Leaf Extract against the Dengue Virus Type-2: In vitro Study. Phcog J. 2021; 13(2): 456-462. DOI: 10.5530/pj.2021.13.58

Ansori AN, Kharisma VD, Parikesit AA, Dian FA, Probojati RT, Rebezov M, Scherbakov P, Burkov P, Zhdanova G, Mikhalev A, Antonius Y, Pratama MRF, Sumantri NI, Sucipto TH, Zainul R. Bioactive Compounds from Mangosteen (Garcinia mangostana L.) as an Antiviral Agent via Dual Inhibitor Mechanism against SARS-CoV- 2: An In Silico Approach. Phcog J. 2022; 14(1): 85-90. DOI: 10.5530/pj.2022.14.12

Winarni D, Husna FN, Syadzha MF, Susilo RJK, Hayaza S, Ansori ANM, Alamsjah MA, Amin MNG, Wulandari PAC, Pudjiastuti P, Awang K. Topical Administration Effect of Sargassum duplicatum and Garcinia mangostana Extracts Combination on Open Wound Healing Process in Diabetic Mice. Scientifica. 2022; 2022: 9700794. DOI: 10.1155/2022/9700794.

Ansori ANM, Susilo RJK, Fadholly A, Hayaza S, Nugraha AP, Husen SA. Antidiabetes type 2 phytomedicine: Mangosteen (Garcinia Mangostana l.)-A review. Biochem Cell Arch. 2020; 20: 3173-3177. DOI: 10.35124/bca.2020.20.S1.3173

Khairullah AR, Solikhah TI, Ansori ANM, Fadholly A, Ramandinianto SC, Ansharieta R, Widodo A, Riwu KHP, Putri N, Proboningrat A, Kusala MKJ, Rendragraha BW, Putra ARS, Anshori A. A Review of an Important Medicinal Plant: Alpinia galanga (L.) Willd. Sys Rev Pharm. 2020; 11(10): 387-395. DOI: 10.31838/srp.2020.10.62

Tacharina MR, Ansori ANM, Plumeriastuti H, Kusnoto , Kurnijasanti R, Hestianah EP. Beneficial effect of grinting grass (Cynodon dactylon) on the streptozotocin induced diabetes mellitus in the mice. Indian Vet J. 2020; 97(4): 35-38.

Wahyuni DK, Ansori ANM, Vidiyanti F. GC-MS analysis of phytocomponents in methanolic extracts of leaf-derived callus of Justicia gendarussa Burm.f. Biosci Res. 2017;14(3):668-677.

Naw SW, Probojati RT, Murtadlo AAA, & Ullah ME. (2022). Computational Drug Design Study of Curcuma longa L. Compound as HPV-16 Antiviral Candidate Against Cervical Cancer. SAINSTEK International Journal on Applied Science, Advanced Technology and Informatics, 1(01), 1–6.

Ullah ME, Probojati RT, Murtadlo AAA, Tamam MB, & Naw WR. (2022). Revealing of Antiinflamatory Agent from Zingiber officinale var. Roscoe via IKK-B Inhibitor Mechanism through In Silico Simulation. SAINSTEK International Journal on Applied Science, Advanced Technology and Informatics, 1(01), 14–19.

Ullah ME, Naw WR, Murtadlo AAA, Tamam MB, & Probojati RT. (2022). Molecular Mechanism of Black Tea (Camellia sinensis) as SARS-CoV-2 Spike Glycoprotein Inhibitor through Computational Approach. SAINSTEK International Journal on Applied Science, Advanced Technology and Informatics, 1(01), 20–25.

Probojati RT, Murtadlo AAA, Ullah ME, Naw WR, & Turista DDR. (2022). Molecular Docking Study of HIV-1 Antiretroviral Candidate via Reverse Transcriptase Inhibitor from Zingiber officinale var. Roscoe. SAINSTEK International Journal on Applied Science, Advanced Technology and Informatics, 1(01), 26–31.

Tamam MB, Naw WR, Ullah ME, Probojati RT, Murtadlo AAA, & Turista DDR. (2022). Virtual Screening of Kaempferia galanga L. Bioactive Compounds as HPV-16 Antiviral Mechanism Through E6 Inhibitor Activity. SAINSTEK International Journal on Applied Science, Advanced Technology and Informatics, 1(01), 7–13.

Published

2022-12-27

How to Cite

Rasyadan Taufiq Probojati, Utami, S. L., Turista, D. D. R., Wiguna, A., Wijayanti, A., Rachmawati, Y., Dibha, A. F., Murtadlo, A. A. A., Hasan, T., Listiyani, P., Hafidzhah, M. A., Hikam, A. M., Tamam, M. B., Wijaya, R. M., Wahyuningsih, S., & Ullah, M. (2022). B-cell Epitope Mapping of Capsid L1 from Human Papillomavirus to Development Cervical Cancer Vaccine Through In Silico Study. SAINSTEK International Journal on Applied Science, Advanced Technology and Informatics, 1(02), 62–71. https://doi.org/10.24036/sainstek/vol1-iss02/11

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