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Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer
BACKGROUND: Immune checkpoint inhibitors (ICIs) have demonstrated promising outcomes in small cell lung cancer (SCLC), but not all patients benefit from it. Thus, developing precise treatments for SCLC is a particularly urgent need. In our study, we constructed a novel phenotype for SCLC based on im...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628581/ https://www.ncbi.nlm.nih.gov/pubmed/37399175 http://dx.doi.org/10.1093/oncolo/oyad193 |
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author | Wei, Yuanfeng Zheng, Lingnan Yang, Xi Luo, Yong Yi, Cheng Gou, Hongfeng |
author_facet | Wei, Yuanfeng Zheng, Lingnan Yang, Xi Luo, Yong Yi, Cheng Gou, Hongfeng |
author_sort | Wei, Yuanfeng |
collection | PubMed |
description | BACKGROUND: Immune checkpoint inhibitors (ICIs) have demonstrated promising outcomes in small cell lung cancer (SCLC), but not all patients benefit from it. Thus, developing precise treatments for SCLC is a particularly urgent need. In our study, we constructed a novel phenotype for SCLC based on immune signatures. METHODS: We clustered patients with SCLC hierarchically in 3 publicly available datasets according to the immune signatures. ESTIMATE and CIBERSORT algorithm were used to evaluate the components of the tumor microenvironment. Moreover, we identified potential mRNA vaccine antigens for patients with SCLC, and qRT-PCR were performed to detect the gene expression. RESULTS: We identified 2 SCLC subtypes and named Immunity High (Immunity_H) and Immunity Low (Immunity_L). Meanwhile, we obtained generally consistent results by analyzing different datasets, suggesting that this classification was reliable. Immunity_H contained the higher number of immune cells and a better prognosis compared to Immunity_L. Gene-set enrichment analysis revealed that several immune-related pathways such as cytokine-cytokine receptor interaction, programmed cell death-Ligand 1 expression and programmed cell death-1 checkpoint pathway in cancer were hyperactivated in the Immunity_H. However, most of the pathways enriched in the Immunity_L were not associated with immunity. Furthermore, we identified 5 potential mRNA vaccine antigens of SCLC (NEK2, NOL4, RALYL, SH3GL2, and ZIC2), and they were expressed higher in Immunity_L, it indicated that Immunity_L maybe more suitable for tumor vaccine development. CONCLUSIONS: SCLC can be divided into Immunity_H and Immunity_L subtypes. Immunity_H may be more suitable for treatment with ICIs. NEK2, NOL4, RALYL, SH3GL2, and ZIC2 may be act as potential antigens for SCLC. |
format | Online Article Text |
id | pubmed-10628581 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106285812023-11-08 Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer Wei, Yuanfeng Zheng, Lingnan Yang, Xi Luo, Yong Yi, Cheng Gou, Hongfeng Oncologist Immuno-Oncology BACKGROUND: Immune checkpoint inhibitors (ICIs) have demonstrated promising outcomes in small cell lung cancer (SCLC), but not all patients benefit from it. Thus, developing precise treatments for SCLC is a particularly urgent need. In our study, we constructed a novel phenotype for SCLC based on immune signatures. METHODS: We clustered patients with SCLC hierarchically in 3 publicly available datasets according to the immune signatures. ESTIMATE and CIBERSORT algorithm were used to evaluate the components of the tumor microenvironment. Moreover, we identified potential mRNA vaccine antigens for patients with SCLC, and qRT-PCR were performed to detect the gene expression. RESULTS: We identified 2 SCLC subtypes and named Immunity High (Immunity_H) and Immunity Low (Immunity_L). Meanwhile, we obtained generally consistent results by analyzing different datasets, suggesting that this classification was reliable. Immunity_H contained the higher number of immune cells and a better prognosis compared to Immunity_L. Gene-set enrichment analysis revealed that several immune-related pathways such as cytokine-cytokine receptor interaction, programmed cell death-Ligand 1 expression and programmed cell death-1 checkpoint pathway in cancer were hyperactivated in the Immunity_H. However, most of the pathways enriched in the Immunity_L were not associated with immunity. Furthermore, we identified 5 potential mRNA vaccine antigens of SCLC (NEK2, NOL4, RALYL, SH3GL2, and ZIC2), and they were expressed higher in Immunity_L, it indicated that Immunity_L maybe more suitable for tumor vaccine development. CONCLUSIONS: SCLC can be divided into Immunity_H and Immunity_L subtypes. Immunity_H may be more suitable for treatment with ICIs. NEK2, NOL4, RALYL, SH3GL2, and ZIC2 may be act as potential antigens for SCLC. Oxford University Press 2023-07-03 /pmc/articles/PMC10628581/ /pubmed/37399175 http://dx.doi.org/10.1093/oncolo/oyad193 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com. |
spellingShingle | Immuno-Oncology Wei, Yuanfeng Zheng, Lingnan Yang, Xi Luo, Yong Yi, Cheng Gou, Hongfeng Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer |
title | Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer |
title_full | Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer |
title_fullStr | Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer |
title_full_unstemmed | Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer |
title_short | Identification of Immune Subtypes and Candidate mRNA Vaccine Antigens in Small Cell Lung Cancer |
title_sort | identification of immune subtypes and candidate mrna vaccine antigens in small cell lung cancer |
topic | Immuno-Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628581/ https://www.ncbi.nlm.nih.gov/pubmed/37399175 http://dx.doi.org/10.1093/oncolo/oyad193 |
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