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Identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mRNA vaccine
BACKGROUND: Bladder urothelial carcinoma (BLCA) is associated with high mortality and recurrence. Although mRNA-based vaccines are promising treatment strategies for combating multiple solid cancers, their efficacy against BLCA remains unclear. We aimed to identify potential effective antigens of BL...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9905425/ https://www.ncbi.nlm.nih.gov/pubmed/36761744 http://dx.doi.org/10.3389/fimmu.2023.1097472 |
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author | Sun, Zhuolun Jing, Changying Zhan, Hailun Guo, Xudong Suo, Ning Kong, Feng Tao, Wen Xiao, Chutian Hu, Daoyuan Wang, Hanbo Jiang, Shaobo |
author_facet | Sun, Zhuolun Jing, Changying Zhan, Hailun Guo, Xudong Suo, Ning Kong, Feng Tao, Wen Xiao, Chutian Hu, Daoyuan Wang, Hanbo Jiang, Shaobo |
author_sort | Sun, Zhuolun |
collection | PubMed |
description | BACKGROUND: Bladder urothelial carcinoma (BLCA) is associated with high mortality and recurrence. Although mRNA-based vaccines are promising treatment strategies for combating multiple solid cancers, their efficacy against BLCA remains unclear. We aimed to identify potential effective antigens of BLCA for the development of mRNA-based vaccines and screen for immune clusters to select appropriate candidates for vaccination. METHODS: Gene expression microarray data and clinical information were retrieved from The Cancer Genome Atlas and GSE32894, respectively. The mRNA splicing patterns were obtained from the SpliceSeq portal. The cBioPortal for Cancer Genomics was used to visualize genetic alteration profiles. Furthermore, nonsense-mediated mRNA decay (NMD) analysis, correlation analysis, consensus clustering analysis, immune cell infiltration analysis, and weighted co-expression network analysis were conducted. RESULTS: Six upregulated and mutated tumor antigens related to NMD, and infiltration of APCs were identified in patients with BLCA, including HP1BP3, OSBPL9, SSH3, ZCCHC8, FANCI, and EIF4A2. The patients were subdivided into two immune clusters (IC1 and IC2) with distinct clinical, cellular and molecular features. Patients in IC1 represented immunologically ‘hot’ phenotypes, whereas those in IC2 represented immunologically ‘cold’ phenotypes. Moreover, the survival rate was better in IC2 than in IC1, and the immune landscape of BLCA indicated significant inter-patient heterogeneity. Finally, CALD1, TGFB3, and ANXA6 were identified as key genes of BLCA through WGCNA analysis, and their mRNA expression levels were measured using qRT-PCR. CONCLUSION: HP1BP3, OSBPL9, SSH3, ZCCHC8, FANCI, and EIF4A2 were identified as potential antigens for developing mRNA-based vaccines against BLCA, and patients in IC2 might benefit more from vaccination. |
format | Online Article Text |
id | pubmed-9905425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99054252023-02-08 Identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mRNA vaccine Sun, Zhuolun Jing, Changying Zhan, Hailun Guo, Xudong Suo, Ning Kong, Feng Tao, Wen Xiao, Chutian Hu, Daoyuan Wang, Hanbo Jiang, Shaobo Front Immunol Immunology BACKGROUND: Bladder urothelial carcinoma (BLCA) is associated with high mortality and recurrence. Although mRNA-based vaccines are promising treatment strategies for combating multiple solid cancers, their efficacy against BLCA remains unclear. We aimed to identify potential effective antigens of BLCA for the development of mRNA-based vaccines and screen for immune clusters to select appropriate candidates for vaccination. METHODS: Gene expression microarray data and clinical information were retrieved from The Cancer Genome Atlas and GSE32894, respectively. The mRNA splicing patterns were obtained from the SpliceSeq portal. The cBioPortal for Cancer Genomics was used to visualize genetic alteration profiles. Furthermore, nonsense-mediated mRNA decay (NMD) analysis, correlation analysis, consensus clustering analysis, immune cell infiltration analysis, and weighted co-expression network analysis were conducted. RESULTS: Six upregulated and mutated tumor antigens related to NMD, and infiltration of APCs were identified in patients with BLCA, including HP1BP3, OSBPL9, SSH3, ZCCHC8, FANCI, and EIF4A2. The patients were subdivided into two immune clusters (IC1 and IC2) with distinct clinical, cellular and molecular features. Patients in IC1 represented immunologically ‘hot’ phenotypes, whereas those in IC2 represented immunologically ‘cold’ phenotypes. Moreover, the survival rate was better in IC2 than in IC1, and the immune landscape of BLCA indicated significant inter-patient heterogeneity. Finally, CALD1, TGFB3, and ANXA6 were identified as key genes of BLCA through WGCNA analysis, and their mRNA expression levels were measured using qRT-PCR. CONCLUSION: HP1BP3, OSBPL9, SSH3, ZCCHC8, FANCI, and EIF4A2 were identified as potential antigens for developing mRNA-based vaccines against BLCA, and patients in IC2 might benefit more from vaccination. Frontiers Media S.A. 2023-01-25 /pmc/articles/PMC9905425/ /pubmed/36761744 http://dx.doi.org/10.3389/fimmu.2023.1097472 Text en Copyright © 2023 Sun, Jing, Zhan, Guo, Suo, Kong, Tao, Xiao, Hu, Wang and Jiang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Sun, Zhuolun Jing, Changying Zhan, Hailun Guo, Xudong Suo, Ning Kong, Feng Tao, Wen Xiao, Chutian Hu, Daoyuan Wang, Hanbo Jiang, Shaobo Identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mRNA vaccine |
title | Identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mRNA vaccine |
title_full | Identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mRNA vaccine |
title_fullStr | Identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mRNA vaccine |
title_full_unstemmed | Identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mRNA vaccine |
title_short | Identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mRNA vaccine |
title_sort | identification of tumor antigens and immune landscapes for bladder urothelial carcinoma mrna vaccine |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9905425/ https://www.ncbi.nlm.nih.gov/pubmed/36761744 http://dx.doi.org/10.3389/fimmu.2023.1097472 |
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