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Published on: November 21, 2023
Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development
Jiaying Zhao1, Ran Xu1, Tong Lu1
1Department of Thoracic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
Background:
Cancer vaccines are therapies that activate the patient's own immune system by inoculating the patient with cancer-specific antigens to identify and clear cancer cells. Messenger ribonucleic acid (mRNA) vaccines have received much attention because of their ease of synthesis, relative affordability, and long-term safety, but have not been studied in lung squamous cell carcinoma (LUSC). Thus, the identification of tumor antigens is necessary to facilitate the development of mRNA vaccines for LUSC.
Methods:
Genes with significant copy number amplification, the presence of gene mutations in LUSC, and genes associated with survival were identified as potential tumor antigens. Subsequently, the genes significantly correlated with the level of infiltration of 3 antigen-presenting cells in LUSC were identified as LUSC tumor antigens. Unsupervised clustering and immune profiling analysis were used to identify potential suitable patients for mRNA vaccines. Lastly, drug sensitivity analysis was used to explore individualized treatment options for mRNA vaccines suitable and unsuitable patients.
Results:
In this study, among the highly mutated genes in LUSC, we found that bone morphogenetic protein 5 (BMP5) and claudin 5 (CLDN5) expression were positively correlated with antigen-presenting cell infiltration, which indicates that these 2 genes have potential for development as mRNA cancer vaccines. Further, the immune landscape analysis identified different immune subtypes. Our findings provide a reference for the development of treatment strategies and the prediction of treatment responsiveness.
Conclusions:
Overall, our study provides a new perspective on the development of mRNA vaccines for LUSC and highlights the importance of individualized therapy.
Insights
Researchers identified novel tumor antigens, BMP5 and CLDN5, for developing messenger ribonucleic acid (mRNA) cancer vaccines in lung squamous cell carcinoma (LUSC). This work paves the way for personalized LUSC immunotherapies.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Cancer vaccines leverage the patient's immune system to target cancer cells.
- Messenger ribonucleic acid (mRNA) vaccines offer advantages in synthesis, cost, and safety.
- mRNA vaccines have not been extensively studied in lung squamous cell carcinoma (LUSC).
Purpose of the Study:
- To identify potential tumor antigens for LUSC mRNA vaccine development.
- To explore patient stratification for personalized mRNA vaccine therapy.
- To investigate individualized treatment options based on vaccine suitability.
Main Methods:
- Identified potential tumor antigens from genes with copy number amplification, mutations, and survival association in LUSC.
- Correlated gene expression with antigen-presenting cell infiltration to pinpoint LUSC tumor antigens.
- Utilized unsupervised clustering and immune profiling for patient stratification.
- Performed drug sensitivity analysis for personalized treatment strategies.
Main Results:
- Bone morphogenetic protein 5 (BMP5) and claudin 5 (CLDN5) were identified as promising LUSC tumor antigens due to positive correlation with antigen-presenting cell infiltration.
- Analysis revealed distinct immune subtypes within LUSC.
- Findings offer a reference for treatment strategy development and response prediction.
Conclusions:
- This study introduces a novel approach for developing mRNA vaccines for LUSC.
- Highlights the potential of BMP5 and CLDN5 as targets for LUSC mRNA vaccines.
- Emphasizes the critical role of individualized therapy in LUSC treatment.
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