Predicting potential epitopes of structural proteins for Alpha, Delta, and Omicron variants of SARS-CoV-2
<h2>Abstract</h2><h3>Background</h3> Due to the emergence of highly transmissible variants, such as the recombinant subvariant XEC, SARS-CoV-2 continues to spread worldwide. Epitope-based vaccines have been developed since conventional antigen-based vaccines may not provide protection against all SARS-CoV-2 variants. These vaccines target multiple epitopes that interact with antibodies or T-cell receptors and are being investigated to enhance immune responses. <h3>Objective</h3> This study investigates the spike (S), envelope (E), membrane (M), and nucleocapsid (N) proteins of SARS-CoV-2 across different variants, including Alpha, Delta, and Omicron, to identify potential epitopes that could contribute to the development of next-generation vaccines. <h3>Methods</h3> This study used several freely accessible web-based tools and open source to identify the potential epitopes. Antigenicity, allergenicity, and toxicity prediction were evaluated using VaxiJen v2.0, AntigenPro, AllerTop v2.0, and ToxinPred. Cytotoxic T lymphocyte (CTL), helper T lymphocyte (HTL), and linear B lymphocyte (LBL) epitopes were predicted using the Immune Epitope Database (IEDB) server. <h3>Results</h3> VaxiJen v2.0 indicated that the E protein demonstrates lower antigenicity than the S, M, and N proteins among the selected variants. AntigenPro analysis revealed that in the Alpha (B.1), Delta (AY.23), and Omicron (BQ.1.23) variants, only the S and N proteins surpassed the antigenicity threshold. However, in the Omicron BA.5.2 and BA.1.1 variants, only the E protein was found to be below the threshold. Further analysis showed that only the S (17 CTL, 6 HTL, and 13 LBL) and N (7 CTL, 6 HTL, and 1 LBL) proteins contain potential T-and B-cell epitopes. <h3>Conclusions</h3> This study provides valuable insights into potential epitopes derived from various SARS-CoV-2 variants, which may be utilized for the development of epitope-based vaccines.
Authors
- Helen Susilowati (ORCID: https://orcid.org/0000-0002-3358-5231)
- Andi Yasmin Wijaya (ORCID: https://orcid.org/0000-0002-6463-6265)
- Suryo Kuncorojakti (ORCID: https://orcid.org/0000-0001-5170-9982)
- Ahmad Aswin (ORCID: https://orcid.org/0009-0009-9767-8187)
- Juniastuti
- Diyantoro
Institutions
- Universitas Airlangga (ID)
Publication Details
- Journal
- Heliyon
- Published
- 2026-03-31
- DOI
- https://doi.org/10.1016/j.heliyon.2026.e44788
- Primary Topic
- vaccines and immunoinformatics approaches
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Kementerian Keuangan Republik Indonesia