Aliarcobacter butzleri is an emerging foodborne and zoonotic pathogen, yet many of its encoded proteins remain functionally uncharacterized. This lack of annotation limits understanding of its molecular mechanisms and hampers the identification of novel therapeutic targets. In this study, we systematically performed functional annotation of essential hypothetical proteins from the BNI-3166 strain using an integrative-in-silico approach to uncover potential drug and vaccine candidates. 2,367 protein-coding sequences were retrieved from the RefSeq database and were identified 356 as hypothetical proteins. Using BLASTp, we screened these HPs against the Database of Essential Genes and the human proteome to identify essential non-homologous proteins, resulting in 20 ENH candidates. Functional annotation was performed using several domain-based databases, including Pfam, InterPro, SMART, and SUPERFAMILY. Subsequently, physicochemical properties were analyzed and predicted subcellular localization using PSORTb and CELLO. To assess druggability, the ChEMBL database was used. Virulence factors using VFDB, VICMpred, and VirulentPred 2.0 were also predicted. Gene Ontology annotations were generated via ARGOT2.5. Furthermore, we explored protein-protein interactions using STRING and predicted tertiary structures with AlphaFold3. Moreover, Ligand binding pockets were predicted using PrankWeb, and antigenicity of vaccine candidates was assessed using VaxiJen v2.0. We identified 20 essential non-homologous hypothetical proteins, of which 10 were confidently annotated based on conserved domain analysis. These proteins were classified as enzymes, binding proteins, transporters, regulatory proteins, and potential virulence factors. Among them, eight exhibited characteristics of promising drug targets, while two showed potential as vaccine candidates based on subcellular localization. Druggability analysis revealed that nine proteins had no similarity to known drug targets, suggesting novel therapeutic potential. Predicted 3D structures generated using AlphaFold3 yielded pTM scores ranging from 0.44 to 0.92, indicating acceptable to high modeling confidence. Ligand binding site analysis confirmed druggability in six candidates, and antigenicity screening identified one protein as a potential vaccine target. This study provides a computational framework for identifying functionally important proteins in A. butzleri BNI-3166 and highlights novel therapeutic candidates for experimental validation, offering new directions in drug and vaccine development against this underexplored pathogen.
Key words: Aliarcobacter butzleri, Drug Target Identification, Functional Annotation, Hypothetical Proteins, In Silico Analysis
Received: 08.07.2025; Accepted: 01.09.2025; Early view: 24.09.2025 Published: 10.01.2026
DOI: 10.62063/ecb-66
Citation: Paul, S., Barua, S., & Barua, J.D. (2026). In-silico functional annotation and structural characterization of hypothetical proteins from Aliarcobacter butzleri BNI-3166: Insights into novel virulence and drug targets. The European chemistry and biotechnology journal, 5, 22-39. https://doi.org/10.62063/ecb-66
The copyrights of the studies published in The European Chemistry and Biotechnology Journal (EUCHEMBIOJ) belong to their authors
This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)(https://creativecommons.org/licenses/by-nc/4.0/).
Here's what you typically need to get started:
The game has gained a dedicated following due to its high-quality narrative design and free-to-play model. The developers are known for providing clean, safe, and fully transparent builds directly via community platforms and cloud sharing. This direct pipeline keeps players engaged as the project continually marches toward a complete, feature-complete final release.
Because the exact item could be one of several formats (manga chapter, Vocaloid/UTAU track, doujin PV, or archived video), this study treats "Gakko no Monogatari — v025" as a discrete episode/entry in a serial school-life creative series and covers context, structure, themes, analysis, and practical study/listening/reading tips.
If you need a guide on in the mall or gym?
If you want to dive deeper into specific gameplay mechanics, let me know:
| Feature | V 025 Top | Standard V 025 | |---------|-----------|----------------| | Rooftop Arena | Yes (unlocked) | Locked | | New Ghost Type ("The Bell-Ringer") | Yes | No | | Alternative Ending C ("Escape Through the Monorail") | Yes | No | | Item: Rusted Scissors (weapon) | Early access | Removed |
It remains a free-to-play title available in HTML and English formats, making it accessible through web browsers or as a download. Context and Developer
The current status of Gakkō no Monogatari: School Story (Version 0.25)
Solution: Run the game through Locale Emulator set to Japanese (Shift-JIS).
To ensure you experience all available content without breaking character event flags, keep these operational strategies in mind:
Unfortunately, I couldn't find much information on the specific volume "Gakko no Monogatari: School Story V 025 Top". However, I can provide a general review of the series and its themes.
Unlike standard visual novels, the game features explicit milestones (LEWD content) that unlock as "Corruption" or "Affection" levels rise. Gameplay Systems
Version 0.25 was released as a (around 3.98 GB) for players who already owned version 0.24. You simply overwrite the patch files into the existing game folder to upgrade.
Series like Gakko no Monogatari are often produced by studios specializing in "amateur" or "semi-amateur" content (sometimes labeled as Shirouto ), though established studios also use this naming convention for anthology releases.
Optimization of the "Event Gallery" and improved UI for tracking character relationships. Developmental Progression Milestone Focus 0.1 - 0.15
Here's what you typically need to get started:
The game has gained a dedicated following due to its high-quality narrative design and free-to-play model. The developers are known for providing clean, safe, and fully transparent builds directly via community platforms and cloud sharing. This direct pipeline keeps players engaged as the project continually marches toward a complete, feature-complete final release.
Because the exact item could be one of several formats (manga chapter, Vocaloid/UTAU track, doujin PV, or archived video), this study treats "Gakko no Monogatari — v025" as a discrete episode/entry in a serial school-life creative series and covers context, structure, themes, analysis, and practical study/listening/reading tips.
If you need a guide on in the mall or gym?
If you want to dive deeper into specific gameplay mechanics, let me know:
| Feature | V 025 Top | Standard V 025 | |---------|-----------|----------------| | Rooftop Arena | Yes (unlocked) | Locked | | New Ghost Type ("The Bell-Ringer") | Yes | No | | Alternative Ending C ("Escape Through the Monorail") | Yes | No | | Item: Rusted Scissors (weapon) | Early access | Removed |
It remains a free-to-play title available in HTML and English formats, making it accessible through web browsers or as a download. Context and Developer
The current status of Gakkō no Monogatari: School Story (Version 0.25)
Solution: Run the game through Locale Emulator set to Japanese (Shift-JIS).
To ensure you experience all available content without breaking character event flags, keep these operational strategies in mind:
Unfortunately, I couldn't find much information on the specific volume "Gakko no Monogatari: School Story V 025 Top". However, I can provide a general review of the series and its themes.
Unlike standard visual novels, the game features explicit milestones (LEWD content) that unlock as "Corruption" or "Affection" levels rise. Gameplay Systems
Version 0.25 was released as a (around 3.98 GB) for players who already owned version 0.24. You simply overwrite the patch files into the existing game folder to upgrade.
Series like Gakko no Monogatari are often produced by studios specializing in "amateur" or "semi-amateur" content (sometimes labeled as Shirouto ), though established studios also use this naming convention for anthology releases.
Optimization of the "Event Gallery" and improved UI for tracking character relationships. Developmental Progression Milestone Focus 0.1 - 0.15