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Updated: Jun 30, 2025

Identification of Circular RNAs using RNA Sequencing
Published on: November 14, 2019
Circular RNA as a source of neoantigens for cancer vaccines
Yi Ren1,2, Thamizhanban Manoharan1,2, Beijia Liu1
1Department of Pharmacy, National University of Singapore, Singapore.
Background:
The effectiveness of somatic neoantigen-based immunotherapy is often hindered by the limited number of mutations in tumors with low to moderate mutation burden. Focusing on microsatellite-stable colorectal cancer (CRC), this study investigates the potential of tumor-associated circular RNAs (circRNAs) as an alternative source of neoepitopes in CRC.
Methods:
Tumor-associated circRNAs in CRC were identified using the MiOncoCirc database and ribo-depletion RNA sequencing of paired clinical normal and tumor samples. Candidate circRNA expression was validated by quantitative real-time PCR (RT-qPCR) using divergent primers. TransCirc database was used for translation prediction. Human leukocyte antigen binding affinity of open reading frames from potentially translatable circRNA was predicted using pVACtools. Strong binders from messenger RNA-encoded proteins were excluded using BlastP. The immunogenicity of the candidate antigens was functionally validated through stimulation of naïve CD8+ T cells against the predicted neoepitopes and subsequent analysis of the T cells through enzyme-linked immunospot (ELISpot) assay, intracellular cytokine staining (ICS) and granzyme B (GZMB) reporter. The cytotoxicity of T cells trained with antigen peptides was further tested using patient-derived organoids.
Results:
We identified a neoepitope from circRAPGEF5 that is upregulated in CRC tumor samples from MiOncoCirc database, and two neoepitopes from circMYH9, which is upregulated across various tumor samples from our matched clinical samples. The translation potential of candidate peptides was supported by Clinical Proteomic Tumor Analysis Consortium database using PepQuery. The candidate peptides elicited antigen-specific T cells response and expansion, evidenced by various assays including ELISpot, ICS and GZMB reporter. Furthermore, T cells trained with circMYH9 peptides were able to specifically target and eliminate tumor-derived organoids but not match normal organoids. This observation underscores the potential of circRNAs as a source of immunogenic neoantigens. Lastly, circMYH9 was enriched in the liquid biopsies of patients with CRC, thus enabling a detection-to-vaccination treatment strategy for patients with CRC.
Conclusions:
Our findings underscore the feasibility of tumor-associated circRNAs as an alternative source of neoantigens for cancer vaccines targeting tumors with moderate mutation levels.
Insights
Circular RNAs (circRNAs) offer a novel source of neoantigens for colorectal cancer (CRC) immunotherapy, particularly in tumors with low mutation burdens. This study demonstrates circRNA-derived neoepitopes can elicit anti-tumor T cell responses and target cancer cells.
Area of Science:
- Oncology
- Immunology
- Genomics
Background:
- Somatic neoantigen-based immunotherapy faces limitations in tumors with low to moderate mutation burdens.
- Microsatellite-stable colorectal cancer (CRC) presents a challenge for current immunotherapies.
- Tumor-associated circular RNAs (circRNAs) are explored as a potential alternative source of neoepitopes.
Purpose of the Study:
- To investigate the potential of tumor-associated circRNAs as a source of neoepitopes in colorectal cancer.
- To identify and validate circRNA-derived neoantigens capable of eliciting anti-tumor immune responses.
Main Methods:
- Identification of tumor-associated circRNAs using the MiOncoCirc database and RNA sequencing.
- Validation of circRNA expression via quantitative real-time PCR (RT-qPCR).
- Prediction of translation potential and HLA binding affinity of circRNA open reading frames.
- Functional validation of immunogenicity and cytotoxicity using T cell assays and patient-derived organoids.
Main Results:
- Identified neoepitopes from circRAPGEF5 and circMYH9, with circMYH9 upregulated in CRC samples.
- Demonstrated that circRNA-derived peptides elicit antigen-specific T cell responses and expansion.
- Showcased T cells trained with circMYH9 peptides effectively eliminated tumor organoids but not normal organoids.
- Detected circMYH9 enrichment in liquid biopsies, suggesting a detection-to-vaccination strategy.
Conclusions:
- Tumor-associated circRNAs represent a feasible alternative source of neoantigens for cancer vaccines.
- This approach is particularly relevant for targeting tumors with moderate mutation levels.
- CircRNAs offer a promising avenue for developing novel immunotherapies for colorectal cancer.
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