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Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development
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 af...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9562514/ https://www.ncbi.nlm.nih.gov/pubmed/36245631 http://dx.doi.org/10.21037/jtd-22-1113 |
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author | Zhao, Jiaying Xu, Ran Lu, Tong Wang, Jun Zhang, Linyou |
author_facet | Zhao, Jiaying Xu, Ran Lu, Tong Wang, Jun Zhang, Linyou |
author_sort | Zhao, Jiaying |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9562514 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-95625142022-10-15 Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development Zhao, Jiaying Xu, Ran Lu, Tong Wang, Jun Zhang, Linyou J Thorac Dis Original Article 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. AME Publishing Company 2022-09 /pmc/articles/PMC9562514/ /pubmed/36245631 http://dx.doi.org/10.21037/jtd-22-1113 Text en 2022 Journal of Thoracic Disease. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Zhao, Jiaying Xu, Ran Lu, Tong Wang, Jun Zhang, Linyou Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development |
title | Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development |
title_full | Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development |
title_fullStr | Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development |
title_full_unstemmed | Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development |
title_short | Identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mRNA vaccine development |
title_sort | identification of tumor antigens and immune subtypes in lung squamous cell carcinoma for mrna vaccine development |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9562514/ https://www.ncbi.nlm.nih.gov/pubmed/36245631 http://dx.doi.org/10.21037/jtd-22-1113 |
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