Immunoinformatic Design and Structural Evaluation of a Full-Length mRNA Vaccine Targeting Rabies Glycoprotein G

Background/Objectives: Rabies remains a fatal viral disease, and current conventional vaccine strategies face significant challenges regarding structural stability and large-scale manufacturing. This study aimed to design a novel messenger ribonucleic acid (mRNA) vaccine candidate targeting the rabies virus glycoprotein G (RABV-G) using an integrated immunoinformatic and structural modeling framework. Methods: The RABV-G sequence was systematically evaluated for evolutionary conservation and safety, followed by 3D structural modeling. Highly antigenic B-cell and T-cell epitopes were identified based on human leukocyte antigen (HLA) binding, toxicity, and glycosylation shielding analyses. Functional interactions were assessed via molecular docking with the Toll-like Receptor 4/Myeloid Differentiation factor 2 (TLR4-MD2) complex. Finally, a full-length mRNA construct was engineered and computationally evaluated for translational efficiency, structural stability, and immune simulation. Results: The RABV-G target exhibited high evolutionary conservation, with 53.82% of positions fully identical and an additional 43.70% highly conserved (70–99%) across 87 analyzed sequences. Structural validation confirmed a high-quality model, enabling the extraction of accessible, non-glycosylated epitopes. Molecular docking simulations revealed a highly favorable predicted structural interaction with the TLR4-MD2 receptor, suggesting a potential structural capacity to engage innate immune pathways, pending experimental validation. The codon-optimized mRNA construct exhibited a predicted thermodynamically stable secondary structure (MFE = −429.50 kcal/mol) with an accessible translation initiation site, pending experimental validation. Furthermore, in silico immune simulations predicted a robust and sustained activation of both humoral and cellular immunity, notably including memory B-cell expansion. Conclusions: The computationally designed mRNA vaccine candidate demonstrates highly favorable structural characteristics and immunogenic potential. While these in silico findings present a promising foundational framework for rabies prevention, subsequent experimental laboratory validation is strictly required to confirm its functional efficacy and translation.

Authors

Institutions

Publication Details

Journal
BioMedInformatics
Published
2026-09-29
DOI
https://doi.org/10.3390/biomedinformatics6050085
Primary Topic
vaccines and immunoinformatics approaches
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Immunoinformatic Design and Structural Evaluation of a Full-Length mRNA Vaccine Targeting Rabies Glycoprotein G

Ahmed Ragab Elbestawy, Mai M. Lotfy, Islam B. Abouzid
BioMedInformatics
vaccines and immunoinformatics approaches
article

Immunoinformatic Design and Structural Evaluation of a Full-Length mRNA Vaccine Targeting Rabies Glycoprotein G

Ahmed Ragab Elbestawy, Mai M. Lotfy, Islam B. Abouzid
article en

Abstract

Background/Objectives: Rabies remains a fatal viral disease, and current conventional vaccine strategies face significant challenges regarding structural stability and large-scale manufacturing. This study aimed to design a novel messenger ribonucleic acid (mRNA) vaccine candidate targeting the rabies virus glycoprotein G (RABV-G) using an integrated immunoinformatic and structural modeling framework. Methods: The RABV-G sequence was systematically evaluated for evolutionary conservation and safety, followed by 3D structural modeling. Highly antigenic B-cell and T-cell epitopes were identified based on human leukocyte antigen (HLA) binding, toxicity, and glycosylation shielding analyses. Functional interactions were assessed via molecular docking with the Toll-like Receptor 4/Myeloid Differentiation factor 2 (TLR4-MD2) complex. Finally, a full-length mRNA construct was engineered and computationally evaluated for translational efficiency, structural stability, and immune simulation. Results: The RABV-G target exhibited high evolutionary conservation, with 53.82% of positions fully identical and an additional 43.70% highly conserved (70–99%) across 87 analyzed sequences. Structural validation confirmed a high-quality model, enabling the extraction of accessible, non-glycosylated epitopes. Molecular docking simulations revealed a highly favorable predicted structural interaction with the TLR4-MD2 receptor, suggesting a potential structural capacity to engage innate immune pathways, pending experimental validation. The codon-optimized mRNA construct exhibited a predicted thermodynamically stable secondary structure (MFE = −429.50 kcal/mol) with an accessible translation initiation site, pending experimental validation. Furthermore, in silico immune simulations predicted a robust and sustained activation of both humoral and cellular immunity, notably including memory B-cell expansion. Conclusions: The computationally designed mRNA vaccine candidate demonstrates highly favorable structural characteristics and immunogenic potential. While these in silico findings present a promising foundational framework for rabies prevention, subsequent experimental laboratory validation is strictly required to confirm its functional efficacy and translation.

BioMedInformaticsVol. 6(5)
Cairo University (EG), Menoufia University (EG)
Life in Land
Openalex Percentile: Top 20%
vaccines and immunoinformatics approaches
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.