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Identification of tumor antigens and immune subtypes of cholangiocarcinoma for mRNA vaccine development
- Source :
- Molecular Cancer, Molecular Cancer, Vol 20, Iss 1, Pp 1-17 (2021)
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- 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.
- Subjects :
- Immune subtypes
0301 basic medicine
Cancer Research
medicine.medical_treatment
Cell
Antigen-Presenting Cells
Biology
lcsh:RC254-282
Tumor antigens
Cancer Vaccines
Cholangiocarcinoma
Immunomodulation
03 medical and health sciences
0302 clinical medicine
Immune system
Antigen
Cancer immunotherapy
Antigens, Neoplasm
Databases, Genetic
Biomarkers, Tumor
medicine
Humans
Gene Regulatory Networks
RNA, Messenger
Cell Death
Research
Gene Expression Profiling
Immunity
Immune landscape
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Prognosis
Phenotype
digestive system diseases
Gene Expression Regulation, Neoplastic
Vaccination
mRNA vaccine
030104 developmental biology
medicine.anatomical_structure
Bile Duct Neoplasms
Oncology
030220 oncology & carcinogenesis
Mutation
Cancer research
Molecular Medicine
Immunogenic cell death
Immunotherapy
Cancer vaccine
Transcriptome
Subjects
Details
- ISSN :
- 14764598
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- Molecular Cancer
- Accession number :
- edsair.doi.dedup.....d3e5ab974dbae086f313b3b37145d3c2