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Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development

BACKGROUND: The mRNA-based cancer vaccine has been considered a promising strategy and the next hotspot in cancer immunotherapy. However, its application on cholangiocarcinoma remains largely uncharacterized. This study aimed to identify potential antigens of cholangiocarcinoma for development of an...

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Autores principales: Huang, Xing, Tang, Tianyu, Zhang, Gang, Liang, Tingbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7938044/
https://www.ncbi.nlm.nih.gov/pubmed/33685460
http://dx.doi.org/10.1186/s12943-021-01342-6
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author Huang, Xing
Tang, Tianyu
Zhang, Gang
Liang, Tingbo
author_facet Huang, Xing
Tang, Tianyu
Zhang, Gang
Liang, Tingbo
author_sort Huang, Xing
collection PubMed
description BACKGROUND: The mRNA-based cancer vaccine has been considered a promising strategy and the next hotspot in cancer immunotherapy. However, its application on cholangiocarcinoma remains largely uncharacterized. This study aimed to identify potential antigens of cholangiocarcinoma for development of anti-cholangiocarcinoma mRNA vaccine, and determine immune subtypes of cholangiocarcinoma for selection of suitable patients from an extremely heterogeneous population. METHODS: Gene expression profiles and corresponding clinical information were collected from GEO and TCGA, respectively. cBioPortal was used to visualize and compare genetic alterations. GEPIA2 was used to calculate the prognostic index of the selected antigens. TIMER was used to visualize the correlation between the infiltration of antigen-presenting cells and the expression of the identified antigens. Consensus clustering analysis was performed to identify the immune subtypes. Graph learning-based dimensionality reduction analysis was conducted to visualize the immune landscape of cholangiocarcinoma. RESULTS: Three tumor antigens, such as CD247, FCGR1A, and TRRAP, correlated with superior prognoses and infiltration of antigen-presenting cells were identified in cholangiocarcinoma. Cholangiocarcinoma patients were stratified into two immune subtypes characterized by differential molecular, cellular and clinical features. Patients with the IS1 tumor had immune “hot” and immunosuppressive phenotype, whereas those with the IS2 tumor had immune “cold” phenotype. Interestingly, patients with the IS2 tumor had a superior survival than those with the IS1 tumor. Furthermore, distinct expression of immune checkpoints and immunogenic cell death modulators was observed between different immune subtype tumors. Finally, the immune landscape of cholangiocarcinoma revealed immune cell components in individual patient. CONCLUSIONS: CD247, FCGR1A, and TRRAP are potential antigens for mRNA vaccine development against cholangiocarcinoma, specifically for patients with IS2 tumors. Therefore, this study provides a theoretical basis for the anti-cholangiocarcinoma mRNA vaccine and defines suitable patients for vaccination.
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spelling pubmed-79380442021-03-08 Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development Huang, Xing Tang, Tianyu Zhang, Gang Liang, Tingbo Mol Cancer Research BACKGROUND: The mRNA-based cancer vaccine has been considered a promising strategy and the next hotspot in cancer immunotherapy. However, its application on cholangiocarcinoma remains largely uncharacterized. This study aimed to identify potential antigens of cholangiocarcinoma for development of anti-cholangiocarcinoma mRNA vaccine, and determine immune subtypes of cholangiocarcinoma for selection of suitable patients from an extremely heterogeneous population. METHODS: Gene expression profiles and corresponding clinical information were collected from GEO and TCGA, respectively. cBioPortal was used to visualize and compare genetic alterations. GEPIA2 was used to calculate the prognostic index of the selected antigens. TIMER was used to visualize the correlation between the infiltration of antigen-presenting cells and the expression of the identified antigens. Consensus clustering analysis was performed to identify the immune subtypes. Graph learning-based dimensionality reduction analysis was conducted to visualize the immune landscape of cholangiocarcinoma. RESULTS: Three tumor antigens, such as CD247, FCGR1A, and TRRAP, correlated with superior prognoses and infiltration of antigen-presenting cells were identified in cholangiocarcinoma. Cholangiocarcinoma patients were stratified into two immune subtypes characterized by differential molecular, cellular and clinical features. Patients with the IS1 tumor had immune “hot” and immunosuppressive phenotype, whereas those with the IS2 tumor had immune “cold” phenotype. Interestingly, patients with the IS2 tumor had a superior survival than those with the IS1 tumor. Furthermore, distinct expression of immune checkpoints and immunogenic cell death modulators was observed between different immune subtype tumors. Finally, the immune landscape of cholangiocarcinoma revealed immune cell components in individual patient. CONCLUSIONS: CD247, FCGR1A, and TRRAP are potential antigens for mRNA vaccine development against cholangiocarcinoma, specifically for patients with IS2 tumors. Therefore, this study provides a theoretical basis for the anti-cholangiocarcinoma mRNA vaccine and defines suitable patients for vaccination. BioMed Central 2021-03-08 /pmc/articles/PMC7938044/ /pubmed/33685460 http://dx.doi.org/10.1186/s12943-021-01342-6 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Huang, Xing
Tang, Tianyu
Zhang, Gang
Liang, Tingbo
Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development
title Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development
title_full Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development
title_fullStr Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development
title_full_unstemmed Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development
title_short Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development
title_sort identification of tumor antigens and immune subtypes of cholangiocarcinoma for mrna vaccine development
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7938044/
https://www.ncbi.nlm.nih.gov/pubmed/33685460
http://dx.doi.org/10.1186/s12943-021-01342-6
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