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Designing of a Novel Aerolysin-based Multiepitope Vaccine against Aeromonas hydrophila Isolated from Osphronemus goramy Using Reverse Vaccinology: an in Silico Approaches

Jurnal Ilmiah Perikanan dan Kelautan · Vol. 16 No. 2 (2024) · hlm. 298–321

DOI
10.20473/jipk.v16i2.62035
ISSN
2528-0759, 2085-5842
Terbit
2024-10-01
Penerbit
Faculty of Fisheries and Marine Universitas Airlangga
Bahasa
eng
Lisensi
creativecommons.org/licenses/by-nc-sa/4.0

Abstrak

Graphical Abstract Highlight Research The study aims to develop a multi-epitope vaccine (MEV) against A. hydrophila by targeting the aerolysin toxin, a key virulence factor responsible for infections in fish and humans. Computational methods identified and optimized B-cell and T-cell epitopes, focusing on their ability to trigger immune responses without causing toxicity or allergenicity. In silico simulations demonstrated that the MEV has a strong binding affinity to immune receptors like TLR-4, MHC-I, and MHC-II, indicating its potential to induce robust cellular and humoral immunity. Structural analysis of the MEV showed a stable 3D conformation, with most residues in favorable regions, ensuring stability during immune activation. The MEV could enhance disease control in aquaculture and reduce human infection risks, offering a promising solution to address antibiotic resistance and the absence of effective vaccines. Abstract Aeromonas hydrophila, gram-negative, is a major pathogen responsible for various diseases in mammals, reptiles, amphibia, and vertebrates, including fish and humans. Targeting the specific toxin aerolysin in A. hydrophila is crucial to address antibiotic resistance and the lack of adequate and protective vaccines against this intracellular pathogen. This study aimed to identify a multi-epitope vaccination (MEV) candidate targeting A. hydrophila aerolysin toxin to combat the disease effectively. Standard biochemical characterization methods and sequencing of the 16S rRNA, rpoB, and aerA genes identified the isolate AHSA1 as A. hydrophila. Subsequently, we identified B and T cell epitopes on the aerolysin protein and separately predicted MHC-I and MHC-II epitopes. The epitopes are then evaluated for toxicity, antigenicity, allergenicity, and solubility. The vaccine design integrated multi-epitope-based constructs, utilizing specialized linkers (GPGPG) and EAAAK linkers to connect epitope peptides with adjuvants in the cholera toxin B component, thereby enhancing immunogenicity. Ramachandran plots showed that 85.25% of the residues were located in the most favorable regions, which was followed by the generously allowed zone (1.30%), the additional allowed regions (10.80%), and the forbidden regions (2.65%), thus confirming the feasibility of the modeled vaccine design. Based on docking simulations, MEV had the highest binding and interaction energies with TLR-4, TLR-9, MHC-I, and MHC-II (-1081.4, -723.2, 866.2, -9043.3 kcal/mol). Based on computational modelling, we expect the Aerolysin MEV candidate design to activate diverse immune mechanisms, stimulate robust responses against A. hydrophila, and maintain safety. The significant solubility, absence of toxicity or allergic response, and minimal side effects in animal testing all contribute to the potential clinical utility of this vaccine candidate.

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Rekan penulisOrganisasiArtikel bersama
Suwarno SuwarnoInstitut Teknologi Medan18
Ratih Novita PrajaAfiliasi tidak diketahui14
Maya Nurwartanti YunitaAfiliasi tidak diketahui11
Gazali SalimAfiliasi tidak diketahui11
Widya Paramita LokapirnasariAfiliasi tidak diketahui8
Prima Ayu WibawatiAfiliasi tidak diketahui7
Sri HidanahAfiliasi tidak diketahui6
Fedik Abdul RantamAfiliasi tidak diketahui6
Mirni LamidAfiliasi tidak diketahui5
Mufasirin MufasirinAfiliasi tidak diketahui5
Sunaryo Hadi WarsitoAfiliasi tidak diketahui5
Aditya YudhanaAfiliasi tidak diketahui5
Iwan Sahrial HamidAfiliasi tidak diketahui5
Lucia Tri SuwantiAfiliasi tidak diketahui5
Aswin Rafif KhairullahAfiliasi tidak diketahui5
Kismiyati KismiyatiAfiliasi tidak diketahui4
Soeharsono SoeharsonoAfiliasi tidak diketahui3
Sri SubektiAfiliasi tidak diketahui3
Suryanie SarudjiAfiliasi tidak diketahui3
Gunanti MahasriAfiliasi tidak diketahui3
Muhammad AriefAfiliasi tidak diketahui3
Ratna DamayantiAfiliasi tidak diketahui3
Kusnoto KusnotoAfiliasi tidak diketahui3
Dewa Ketut MelesAfiliasi tidak diketahui3
Sarmanu SarmanuAfiliasi tidak diketahui2
Agus IndarjoAfiliasi tidak diketahui2
Thonas Indra MaryantoAfiliasi tidak diketahui2

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Sumber metadata: OAI-PMH (metadata jurnal) https://e-journal.unair.ac.id/index.php/JIPK/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-US">Designing of a Novel Aerolysin-based Multiepitope Vaccine against Aeromonas hydrophila Isolated from Osphronemus goramy Using Reverse Vaccinology: an in Silico Approaches</dc:title>
	<dc:creator>Rozi</dc:creator>
	<dc:creator>Tyasningsih, Wiwiek </dc:creator>
	<dc:creator> Rahmahani, Jola</dc:creator>
	<dc:creator>Aksono, Eduardus Bimo </dc:creator>
	<dc:creator>Yunus , Muchammad </dc:creator>
	<dc:creator>Al-Arif, Mohammad Anam </dc:creator>
	<dc:creator>Kuncorojati, Suryo </dc:creator>
	<dc:creator>Kusdarwati, Rahayu </dc:creator>
	<dc:creator>Sari, Putri Desi Wulan </dc:creator>
	<dc:creator>Amal, Mohammad Noor Azmai </dc:creator>
	<dc:creator>Salleh, Annas </dc:creator>
	<dc:creator>Khanand, Nadeem </dc:creator>
	<dc:creator>Suwarno</dc:creator>
	<dc:subject xml:lang="en-US">immunoinformatics</dc:subject>
	<dc:subject xml:lang="en-US">Multi-epitopes</dc:subject>
	<dc:subject xml:lang="en-US">Molecular Docking</dc:subject>
	<dc:description xml:lang="en-US">Graphical Abstract

Highlight Research

The study aims to develop a multi-epitope vaccine (MEV) against A. hydrophila by targeting the aerolysin toxin, a key virulence factor responsible for infections in fish and humans.


Computational methods identified and optimized B-cell and T-cell epitopes, focusing on their ability to trigger immune responses without causing toxicity or allergenicity.


In silico simulations demonstrated that the MEV has a strong binding affinity to immune receptors like TLR-4, MHC-I, and MHC-II, indicating its potential to induce robust cellular and humoral immunity.


Structural analysis of the MEV showed a stable 3D conformation, with most residues in favorable regions, ensuring stability during immune activation.


The MEV could enhance disease control in aquaculture and reduce human infection risks, offering a promising solution to address antibiotic resistance and the absence of effective vaccines.

Abstract
Aeromonas hydrophila, gram-negative, is a major pathogen responsible for various diseases in mammals, reptiles, amphibia, and vertebrates, including fish and humans. Targeting the specific toxin aerolysin in A. hydrophila is crucial to address antibiotic resistance and the lack of adequate and protective vaccines against this intracellular pathogen. This study aimed to identify a multi-epitope vaccination (MEV) candidate targeting A. hydrophila aerolysin toxin to combat the disease effectively. Standard biochemical characterization methods and sequencing of the 16S rRNA, rpoB, and aerA genes identified the isolate AHSA1 as A. hydrophila. Subsequently, we identified B and T cell epitopes on the aerolysin protein and separately predicted MHC-I and MHC-II epitopes. The epitopes are then evaluated for toxicity, antigenicity, allergenicity, and solubility. The vaccine design integrated multi-epitope-based constructs, utilizing specialized linkers (GPGPG) and EAAAK linkers to connect epitope peptides with adjuvants in the cholera toxin B component, thereby enhancing immunogenicity. Ramachandran plots showed that 85.25% of the residues were located in the most favorable regions, which was followed by the generously allowed zone (1.30%), the additional allowed regions (10.80%), and the forbidden regions (2.65%), thus confirming the feasibility of the modeled vaccine design. Based on docking simulations, MEV had the highest binding and interaction energies with TLR-4, TLR-9, MHC-I, and MHC-II (-1081.4, -723.2, 866.2, -9043.3 kcal/mol). Based on computational modelling, we expect the Aerolysin MEV candidate design to activate diverse immune mechanisms, stimulate robust responses against A. hydrophila, and maintain safety. The significant solubility, absence of toxicity or allergic response, and minimal side effects in animal testing all contribute to the potential clinical utility of this vaccine candidate.
 </dc:description>
	<dc:publisher xml:lang="en-US">Faculty of Fisheries and Marine Universitas Airlangga</dc:publisher>
	<dc:date>2024-10-01</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
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	<dc:identifier>https://e-journal.unair.ac.id/JIPK/article/view/62035</dc:identifier>
	<dc:identifier>10.20473/jipk.v16i2.62035</dc:identifier>
	<dc:source xml:lang="en-US">Jurnal Ilmiah Perikanan dan Kelautan; Vol. 16 No. 2 (2024): JURNAL ILMIAH PERIKANAN DAN KELAUTAN; 298-321</dc:source>
	<dc:source>2528-0759</dc:source>
	<dc:source>2085-5842</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://e-journal.unair.ac.id/JIPK/article/view/62035/41493</dc:relation>
	<dc:relation>https://e-journal.unair.ac.id/JIPK/article/view/62035/30200</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2024 Jurnal Ilmiah Perikanan dan Kelautan</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-nc-sa/4.0</dc:rights>
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