# Designing a novel vaccine against COVID-19 based on spike SARS-Cov-2 notable mutations using immunoinformatics approaches

**Authors:** Somayyeh Rahimnahal, Shahnaz Yousefizadeh, Yahya Mohammadi

PMC · DOI: 10.1371/journal.pone.0334662 · PLOS One · 2026-02-26

## TL;DR

This paper presents a new vaccine design targeting SARS-CoV-2 spike mutations using immunoinformatics to ensure broad immunity against multiple variants.

## Contribution

A novel computational design of multi-epitope vaccines targeting spike mutations in SARS-CoV-2 variants is proposed.

## Key findings

- Two multi-epitope vaccines, Cov19-B and Cov19-T, were designed with high population coverage for MHC I and II epitopes.
- The vaccines showed stable binding with human antibodies through molecular docking and dynamics simulations.
- Immune simulations confirmed strong humoral and cellular immune responses triggered by the vaccine constructs.

## Abstract

The rapid emergence of SARS-CoV-2 variants with spike protein mutations undermines the effectiveness of current vaccines, necessitating innovative strategies to ensure broad and lasting immunity. This study leverages an immunoinformatics approach to design two multi-epitope vaccine constructs Cov19-B (649 amino acids, 74 kDa) and Cov19-T (465 amino acids, 48 kDa) specifically targeting mutations in the spike protein observed in the Alpha, Beta, Gamma, and Omicron variants. Using sequence data retrieved from NCBI, GISAID, and UniProt, we predicted a range of epitopes, including linear B-cell, cytotoxic T lymphocyte (CTL), helper T lymphocyte (HTL), and IFN-gamma-inducing epitopes, selected for their high antigenicity, solubility, non-allergenicity, and non-toxicity. These epitopes provide extensive global population coverage: 76.83% for MHC I, 87.43% for MHC II, and 93.8% for combined epitopes. The constructs were enhanced with adjuvants—Human Beta-defensin 3, PADRE, and 50S ribosomal protein L7/L12—and connected with AAY, GPGPG, EAAAK, and KK linkers to optimize structural stability and immune activation. Codon-optimized has done using GenSmart™, and structurally stabilized via disulfide engineering (Disulfide by Design 2). Computational analyses, including molecular docking and dynamics simulations (assessing RMSD, RMSF, gyration, and MMPBSA), validated stable binding interactions with human neutralizing antibodies. Immune response simulations conducted via C-IMMSIM further confirmed the constructs’ capacity to trigger robust humoral and cellular immunity. To enable practical application, codon optimization was performed for efficient expression in prokaryotic systems. This study highlights the vital role of continuous genomic surveillance in tracking SARS-CoV-2 evolution and informs the development of next-generation vaccines. However, the study is limited to computational predictions, requiring experimental validation to confirm efficacy.

## Linked entities

- **Proteins:** CHMP5 (charged multivesicular body protein 5)
- **Diseases:** SARS-CoV-2 (MONDO:0100096)

## Full-text entities

- **Genes:** TLR7 (toll like receptor 7) [NCBI Gene 51284] {aka IMD74, SLEB17, TLR7-like}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, M (membrane glycoprotein) [NCBI Gene 43740571], IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, HTL (high L-leucine transport) [NCBI Gene 3343] {aka HLT, LEUT}, N (nucleocapsid phosphoprotein) [NCBI Gene 43740575], CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, HLA-S (major histocompatibility complex, class I, S (pseudogene)) [NCBI Gene 267015] {aka HLA-17}, ABL2 (ABL proto-oncogene 2, non-receptor tyrosine kinase) [NCBI Gene 27] {aka ABLL, ARG}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, E (envelope protein) [NCBI Gene 43740570], ACE2 (angiotensin converting enzyme 2) [NCBI Gene 59272] {aka ACEH}, TLR3 (toll like receptor 3) [NCBI Gene 7098] {aka CD283, IIAE2, IMD83}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, S (surface glycoprotein) [NCBI Gene 43740568] {aka spike glycoprotein}, TMPRSS2 (transmembrane serine protease 2) [NCBI Gene 7113] {aka PRSS10}, VTN (vitronectin) [NCBI Gene 7448] {aka V75, VN, VNT}, HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, TLR4 (toll like receptor 4) [NCBI Gene 7099] {aka ARMD10, CD284, TLR-4, TOLL}, DEFB103B (defensin beta 103B) [NCBI Gene 55894] {aka BD-3, DEFB-3, DEFB103, DEFB3, HBD-3, HBD3}
- **Diseases:** infectious diseases (MESH:D003141), SARS (MESH:D045169), autoimmune and allergic reactions (MESH:D004342), cytotoxic (MESH:D064420), coughing (MESH:D003371), Cov19-T (MESH:D001260), COVID-19 (MESH:D000086382), infected (MESH:D007239), Coronavirus (MESH:D018352), viral infection (MESH:D014777), filariasis (MESH:D005368), acute respiratory distress (MESH:D012128), fever (MESH:D005334), multi-organ failure (MESH:D009102), Cov19-B (MESH:D006509), dyspnea (MESH:D004417), respiratory disease (MESH:D012140)
- **Chemicals:** bamlanivimab (MESH:C000711749), Hydrogen (MESH:D006859), Trp (MESH:D014364), LYS (MESH:D008239), cysteine (MESH:D003545), GLN (MESH:D005973), amino acids (MESH:D000596), CpG (MESH:C015772), dexamethasone (MESH:D003907), Disulfide (MESH:D004220), AAY (-), hydrogen peroxide (MESH:D006861), 13C (MESH:C000615229), ASN (MESH:D001216), copper (MESH:D003300), VAL (MESH:D014633), water (MESH:D014867), ALA (MESH:D000409), remdesivir (MESH:C000606551), CR3022 (MESH:C000717587)
- **Species:** Coronaviridae (family) [taxon 11118], Betacoronavirus (genus) [taxon 694002], Sarbecovirus (subgenus) [taxon 2509511], Homo sapiens (human, species) [taxon 9606], Mycobacterium tuberculosis (species) [taxon 1773], Fasciola hepatica (liver fluke, species) [taxon 6192], Chiroptera (bats, order) [taxon 9397], Porcine epidemic diarrhea virus (no rank) [taxon 28295], Yersinia pestis (species) [taxon 632], Severe acute respiratory syndrome-related coronavirus (no rank) [taxon 694009], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Schistosoma mansoni (species) [taxon 6183], Gammacoronavirus (genus) [taxon 694013], Pseudomonas aeruginosa (species) [taxon 287], Escherichia coli (E. coli, species) [taxon 562], Middle East respiratory syndrome-related coronavirus (no rank) [taxon 1335626]
- **Mutations:** F490S, 21762-C > T, 24914-G > C, N501, 22813-G > T, Asn856Lys, 21638-C > T, 501Y, E484K, D614, S5, 23403-A > G, Asn969Lys, Ala570Asp, Tyr505His, 23012-G > T, Gln954His, Ser373Pro, 22995-C > A, 23673-C > A, Tyr856, K417T, 23664-C > T, Thr547Lys, 23055-A > G, Ile410Met, Asp138Tyr, Leu5Phe, Arg408Ser, Val5, 22599-G > C, 22792-C > G, Ser371Phe, Asn764Lys, 22599-G > A, 24469-T > A, Thr19Ile, Thr19, 21846-C > T, Asp1146Asp, 22686-C > T, 22227-C > T, Asn501Tyr, Val213Gly, Asp796Tyr, Gly446Ser, 23604-C > G, 23040-A > G, L452R, Ser982Ala, Thr716Ile, Thr19Arg, 22674-C > T, Phe486Val, S477N, P681R, 23271-C > A, Asp1146Glu, 21575-C > T, Lys440
- **Cell lines:** Vero — Chlorocebus sabaeus (Green monkey), Spontaneously immortalized cell line (CVCL_0059), pET26b — Homo sapiens (Human), Renal cell carcinoma, Cancer cell line (CVCL_3120)

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## References

160 references — full list in the complete paper: https://tomesphere.com/paper/PMC12944808/full.md

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Source: https://tomesphere.com/paper/PMC12944808