# Identification and evaluation of tumor pyroptosis-associated antigens for design a vaccine candidate against lung cancer

**Authors:** Truc Ly Nguyen, Heebal Kim

PMC · DOI: 10.1038/s41598-024-84792-4 · 2026-03-19

## TL;DR

This study designs a multi-epitope vaccine targeting pyroptosis-related proteins in lung cancer, showing strong immune activation potential through computational methods.

## Contribution

A novel multi-epitope vaccine candidate is proposed, targeting pyroptosis-associated antigens with detailed in silico validation.

## Key findings

- The vaccine showed high antigenicity, solubility, and stability through physicochemical analyses.
- Molecular docking confirmed strong interactions with immune receptors like TLR2, TLR4, and TLR5.
- Immune simulations predicted elevated antibody titers and memory cell populations.

## Abstract

Lung cancer is the leading cause of cancer-related mortality worldwide, emphasizing the need for innovative therapeutic strategies. This study utilized immunoinformatics and structural bioinformatics approaches to design and evaluate a multi-epitope vaccine targeting pyroptosis-associated antigens (CARD8, NAIP, NLRP1, and NLRP3), which are implicated in lung cancer immunology. Fifteen T-cell and B-cell epitopes were identified, analyzed for their antigenicity, non-toxicity, non-allergenicity, and immune-stimulatory potential, and optimized to construct a vaccine with suitable adjuvants and linkers. The vaccine demonstrated high antigenicity, solubility, and stability, as validated through physicochemical analyses. Its three-dimensional structure was modeled, refined, and validated using molecular modeling approaches. Molecular docking studies revealed stable and strong interactions between the vaccine and key immune receptors (TLR2, TLR4, TLR5, TLR3, TLR7, and TLR8), indicating its potential to activate both innate and adaptive immunity. Molecular dynamics simulations confirmed the vaccine’s structural stability and solvent accessibility over 100 ns across ten replicas. Immune simulations demonstrated strong immunogenic responses, including elevated antibody titers, memory cell populations, and cytokine production. Codon optimization and in silico cloning further ensured efficient expression in Escherichia coli, facilitating experimental application. These findings underscore the vaccine’s promise as a therapeutic candidate against lung cancer, warranting further in vitro and in vivo investigations.

## Linked entities

- **Genes:** CARD8 (caspase recruitment domain family member 8) [NCBI Gene 22900], NAIP (NLR family apoptosis inhibitory protein) [NCBI Gene 4671], NLRP1 (NLR family pyrin domain containing 1) [NCBI Gene 22861], NLRP3 (NLR family pyrin domain containing 3) [NCBI Gene 114548]
- **Proteins:** TLR2 (toll like receptor 2), TLR4 (toll like receptor 4), TLR5 (toll like receptor 5), TLR3 (toll like receptor 3), TLR7 (toll like receptor 7), TLR8 (toll like receptor 8)
- **Diseases:** lung cancer (MONDO:0005138)
- **Species:** Escherichia coli (taxon 562)

## Full-text entities

- **Genes:** TLR8 (toll like receptor 8) [NCBI Gene 51311] {aka CD288, IMD98, TLR-8, hTLR8}, CEACAM3 (CEA cell adhesion molecule 3) [NCBI Gene 1084] {aka CD66D, CEA, CGM1, CGM1a, W264, W282}, EGF (epidermal growth factor) [NCBI Gene 1950] {aka HOMG4, URG}, TLR3 (toll like receptor 3) [NCBI Gene 7098] {aka CD283, IIAE2, IMD83}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, TLR2 (toll like receptor 2) [NCBI Gene 7097] {aka CD282, TIL4}, MAGEA3 (MAGE family member A3) [NCBI Gene 4102] {aka CT1.3, HIP8, HYPD, MAGE3}, TLR7 (toll like receptor 7) [NCBI Gene 51284] {aka IMD74, SLEB17, TLR7-like}, CARD8 (caspase recruitment domain family member 8) [NCBI Gene 22900] {aka CARDINAL, DACAR, DAKAR, NDPP, NDPP1, TUCAN}, MAGEA2B (MAGE family member A2B) [NCBI Gene 266740] {aka CT1.2, MAGE2}, NLRP3 (NLR family pyrin domain containing 3) [NCBI Gene 114548] {aka AGTAVPRL, AII, AVP, C1orf7, CIAS1, CLR1.1}, TLR4 (toll like receptor 4) [NCBI Gene 7099] {aka ARMD10, CD284, TLR-4, TOLL}, NAIP (NLR family apoptosis inhibitory protein) [NCBI Gene 4671] {aka BIRC1, NLRB1, psiNAIP}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, TLR5 (toll like receptor 5) [NCBI Gene 7100] {aka MELIOS, SLE1, SLEB1, TIL3}, NLRP1 (NLR family pyrin domain containing 1) [NCBI Gene 22861] {aka AIADK, CARD7, CIDED, CLR17.1, DEFCAP, DEFCAP-L/S}, TpD [NCBI Gene 8319292]
- **Diseases:** breast, prostate, pancreatic, and Non-Hodgkin lymphoma (MESH:D011472), squamous cell carcinoma (MESH:D002294), colon cancer (MESH:D015179), large cell carcinoma (MESH:D018287), cervical cancer (MESH:D002583), toxicity (MESH:D064420), NSCLC (MESH:D002289), Lung cancer (MESH:D008175), death (MESH:D003643), tumorigenesis (MESH:D063646), Cancer (MESH:D009369), leukemic (MESH:D007938), infections (MESH:D007239), SCLC (MESH:D055752), lung adenocarcinoma (MESH:D000077192), adenocarcinoma (MESH:D000230)
- **Chemicals:** water (MESH:D014867), acids (MESH:D000143), amino acid (MESH:D000596), Disulfide (MESH:D004220), cysteine (MESH:D003545), chloride (MESH:D002712), BI 1361849 (-), hydrogen (MESH:D006859)
- **Species:** Escherichia coli (E. coli, species) [taxon 562], Homo sapiens (human, species) [taxon 9606], Escherichia coli K-12 (strain) [taxon 83333]
- **Mutations:** Val, Ala, Asp, Gly
- **Cell lines:** pET28a — Oryctolagus cuniculus (Rabbit), Transformed cell line (CVCL_6E94)

## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13009229/full.md

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Source: https://tomesphere.com/paper/PMC13009229