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Codon Optimization and Epitope Identification of L1 Protein Human Papillomavirus Type 52 for Expression in Lactococcus lactis: Codon Optimization and Epitope Identification L1 Protein HPV52

Journal of Tropical Life Science : International Journal of Theoretical, Experimental, and Applied Life Sciences · Vol. 15 No. 3 (2026) · hlm. 451–462

DOI
10.11594/jtls.15.03.03
ISSN
2527-4376, 2087-5517
Terbit
2026-01-20
Penerbit
Journal of Tropical Life Science
Bahasa
eng
Lisensi
creativecommons.org/licenses/by-nc/4.0

Abstrak

Human papillomavirus (HPV) type 52 is among the top three high-risk oncogenic types that are associated with cervical cancer worldwide, especially in Indonesia. Designing a vaccine against HPV using an Lactococcus lactis expression system is a promising strategy, as this bacterium is well-known for its probiotic properties and can be safely utilized as a delivery carrier for oral vaccines. This study aimed to optimize the codon usage of the L1 protein of HPV type 52 for expression in L. lactis expression system and to identify potential epitopes using bioinformatics tools. To determine the codon optimization, the L1 protein sequence of HPV type 52 was retrieved from the National Center for Biotechnology Information (NCBI) database. Furthermore, codon optimization was conducted once the model had been established using OPTIMIZER, Clustal Omega, Restriction Mapper, and the ExPASy tool, based on L. lactis. The final construct was predicted to have a B-cell epitope by Ellipro tools, antigenicity by VaxiJen v.2.0, allergenicity by AllerTOP v.2.0, and toxicity by ToxIBTL. This resulted in a potential vaccine candidate with a Codon Adaptation Index (CAI) of 0.754 and GC content of 39.0%. Identification of epitopes from the optimized gene resulted in two peptide sequences, WRPSEATVYLPPVPVSKVVS and GTLGDPVPGDLYIKGSNSGNTATVQ, as components of the vaccine candidate.

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  • Universitas Gadjah Mada
  • National Research and Innovation Agency
  • National Institute of Technology and Evaluation
  • Qassim University
  • Justus-Liebig-Universität Gießen
  • Jenderal Soedirman University
  • Universitas Teuku Umar
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Rekan penulisOrganisasiArtikel bersama
Aris Tri HaryantoUniversitas Gadjah Mada8
Jaka WidadaUniversitas Gadjah Mada4
Michael KannJustus-Liebig-Universität Gießen3
Hera NirwatiUniversitas Gadjah Mada3
Marsetyawan H. N. E. SoesatyoUniversitas Gadjah Mada2
Farida Juliantina RachmawatyUniversitas Gadjah Mada2
Hevi WihadmadyatamiUniversitas Gadjah Mada2
Diani MentariJenderal Soedirman University2
Sp.A SutaryoUniversitas Gadjah Mada2
Abdul Rahman SiregarUniversitas Gadjah Mada2
Rinawati RinawatiUniversitas Teuku Umar1
E. SuharyantoUniversitas Gadjah Mada1
Muhammad AdnanUniversitas Islam Negeri Ar-Raniry1
Matin NuhamunadaUniversitas Gadjah Mada1
Lisna HidayatiUniversitas Gadjah Mada1
Apon Zaenal MustopaNational Research and Innovation Agency1
Muh. Chaeril IkramullahUniversitas Gadjah Mada1
Ai HertatiNational Research and Innovation Agency1
Rifqiyah Nur UmamiNational Research and Innovation Agency1
Lita Tri RatnaNational Research and Innovation Agency1
Shasmita IrawanNational Research and Innovation Agency1
Moh Egy Rahman FirdausInternational Institute of Molecular Mechanisms and Machines Polish Academy of Science1
Huda Salahudin DarusmanIPB University1
Nenny Sri MulyaniAfiliasi tidak diketahui1
Titis Budi WidowatiAfiliasi tidak diketahui1
Purnomo HadiAfiliasi tidak diketahui1
Abu Tholib AmanUniversitas Gadjah Mada1
Yati SoenartoRumah Sakit Umum Pusat Dr. Sardjito1
Erni MartaniUniversitas Gadjah Mada1
Arifah KhusnuryaniSunan Kalijaga State Islamic University Yogyakarta1
Shinta HartantoUniversitas Gadjah Mada1
Sofia MubarikaUniversitas Gadjah Mada1
Camelia HerdiniUniversitas Gadjah Mada1
Bambang HariwiyantoUniversitas Gadjah Mada1
Akira HosoyamaNational Institute of Technology and Evaluation1
Atsushi YamazoeNational Institute of Technology and Evaluation1

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Sumber metadata: OAI-PMH (metadata jurnal) http://jtrolis.ub.ac.id/index.php/jtrolis/oai, pertama di-harvest 9 Nov 2026, terakhir terlihat 9 Nov 2026.
Metadata asli (oai_dc)
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	<dc:title xml:lang="en">Codon Optimization and Epitope Identification of L1 Protein Human Papillomavirus Type 52 for Expression in Lactococcus lactis: Codon Optimization and Epitope Identification L1 Protein HPV52</dc:title>
	<dc:creator xml:lang="en">Prastyowati, Anika</dc:creator>
	<dc:creator xml:lang="en">Hakim, Mohamad Saifudin </dc:creator>
	<dc:creator xml:lang="en">Wijayanti, Nastiti </dc:creator>
	<dc:creator xml:lang="en">Wibawa, Tri </dc:creator>
	<dc:subject xml:lang="en">Bioinformatics</dc:subject>
	<dc:subject xml:lang="en">Codon optimization</dc:subject>
	<dc:subject xml:lang="en"> Epitope identification </dc:subject>
	<dc:subject xml:lang="en">HPV type 52 </dc:subject>
	<dc:subject xml:lang="en">L1 protein</dc:subject>
	<dc:description xml:lang="en">Human papillomavirus (HPV) type 52 is among the top three high-risk oncogenic types that are associated with cervical cancer worldwide, especially in Indonesia. Designing a vaccine against HPV using an Lactococcus lactis expression system is a promising strategy, as this bacterium is well-known for its probiotic properties and can be safely utilized as a delivery carrier for oral vaccines. This study aimed to optimize the codon usage of the L1 protein of HPV type 52 for expression in L. lactis expression system and to identify potential epitopes using bioinformatics tools. To determine the codon optimization, the L1 protein sequence of HPV type 52 was retrieved from the National Center for Biotechnology Information (NCBI) database. Furthermore, codon optimization was conducted once the model had been established using OPTIMIZER, Clustal Omega, Restriction Mapper, and the ExPASy tool, based on L. lactis. The final construct was predicted to have a B-cell epitope by Ellipro tools, antigenicity by VaxiJen v.2.0, allergenicity by AllerTOP v.2.0, and toxicity by ToxIBTL. This resulted in a potential vaccine candidate with a Codon Adaptation Index (CAI) of 0.754 and GC content of 39.0%. Identification of epitopes from the optimized gene resulted in two peptide sequences, WRPSEATVYLPPVPVSKVVS and GTLGDPVPGDLYIKGSNSGNTATVQ, as components of the vaccine candidate.</dc:description>
	<dc:publisher xml:lang="en">Journal of Tropical Life Science</dc:publisher>
	<dc:date>2026-01-20</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://jtrolis.ub.ac.id/index.php/jtrolis/article/view/3785</dc:identifier>
	<dc:identifier>10.11594/jtls.15.03.03</dc:identifier>
	<dc:source xml:lang="en">Journal of Tropical Life Science; Vol. 15 No. 3; 451 - 462</dc:source>
	<dc:source>2527-4376</dc:source>
	<dc:source>2087-5517</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://jtrolis.ub.ac.id/index.php/jtrolis/article/view/3785/814</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2026 Journal of Tropical Life Science</dc:rights>
	<dc:rights xml:lang="en">https://creativecommons.org/licenses/by-nc/4.0</dc:rights>
</oai_dc:dc>