DISCOVERY OF ANTIGEN EPITOPES USING BIOINFORMATICS IN THE DEVELOPMENT OF MRNA VACCINES AGAINST TUBERCULOSIS
Keywords:
Tuberculosis (TB), mRNA vaccines, Bioinformatics, Antigen epitopes. Epitope prediction, Computational modeling, multi-epitope design, IEDB. NetMHCpan, Discotope, Mycobacterium tuberculosis (Mtb), Machine learning, Personalized vaccines, Immunoinformatics.Abstract
Tuberculosis (TB) remains a major global health challenge, necessitating innovative vaccine strategies. Bioinformatics has emerged as a key tool in the identification of antigen epitopes for next-generation mRNA vaccines. By leveraging computational approaches, researchers can pre dict immunodominant epitopes, optimize vaccine design, and accelerate vaccine development. This review highlights recent advancements in bioinformatics-driven epitope discovery for TB, detailing computational strategies used for antigen selection and their role in mRNA vaccine technology.
References
Bhattacharya, M., Sharma, A.R., Ghosh, P., & Patra, P. (2022). TN strain proteome-mediated therapeutic target mapping and multi-epitope peptide-based vaccine development for Mycobacterium leprae. Infection, Genetics, and Evolution. Available at: ScienceDirect
Nguyen, T.L., & Kim, H. (2024). Discovering peptides and computational investigations of a multiepitope vaccine target Mycobacterium tuberculosis. Synthetic and Systems Biotechnology. Available at: ScienceDirect
Al Tbeishat, H. (2022). Novel In Silico mRNA vaccine design exploiting proteins of M. tuberculosis that modulates host immune responses by inducing epigenetic modifications. Scientific Reports. Available at: Nature
Mubarak, A.S., Ameen, Z.S., Hassan, A.S., & Ozsahin, D.U. (2024). Enhancing tuberculosis vaccine development: A deconvolution neural network approach for multi-epitope prediction. Scientific Reports. Available at: Nature
Shi, J., Zhu, Y., Yin, Z., He, Y., Li, Y., & Haimiti, G. (2024). In silico designed novel multi-epitope mRNA vaccines against Mycobacterium tuberculosis. Scientific Reports. Available at: Nature