Department of Pharmacy, National University of Singapore, Singapore.
NUS iHealthtech, Singapore.
J Immunother Cancer. 2024 Mar 19;12(3):e008402. doi: 10.1136/jitc-2023-008402.
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.
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.
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.
Our findings underscore the feasibility of tumor-associated circRNAs as an alternative source of neoantigens for cancer vaccines targeting tumors with moderate mutation levels.
基于体细胞新生抗原的免疫疗法的效果常常受到肿瘤突变负荷较低或中等的肿瘤中突变数量有限的限制。本研究以微卫星稳定的结直肠癌(CRC)为研究对象,探讨肿瘤相关环状 RNA(circRNA)作为 CRC 中新生抗原替代来源的潜力。
使用 MiOncoCirc 数据库和配对临床正常和肿瘤样本的核糖体耗竭 RNA 测序鉴定 CRC 中的肿瘤相关 circRNA。使用定量实时 PCR(RT-qPCR)使用分歧引物验证候选 circRNA 的表达。使用 TransCirc 数据库进行翻译预测。使用 pVACtools 预测潜在可翻译 circRNA 的开放阅读框的人类白细胞抗原结合亲和力。使用 BlastP 排除来自信使 RNA 编码蛋白的强结合物。通过针对预测的新抗原刺激幼稚 CD8 T 细胞,随后通过酶联免疫斑点(ELISpot)测定、细胞内细胞因子染色(ICS)和颗粒酶 B(GZMB)报告来功能验证候选抗原的免疫原性。使用源自患者的类器官进一步测试用抗原肽训练的 T 细胞的细胞毒性。
我们从 MiOncoCirc 数据库中的 CRC 肿瘤样本中鉴定出一个来自 circRAPGEF5 的新抗原,该抗原在该数据库中上调,并且从我们的匹配临床样本中各种肿瘤样本中上调的 circMYH9 鉴定出两个新抗原。候选肽的翻译潜力得到了临床蛋白质组肿瘤分析联盟数据库的 PepQuery 的支持。候选肽引发了抗原特异性 T 细胞反应和扩增,这一点通过各种测定得到了证明,包括 ELISpot、ICS 和 GZMB 报告。此外,用 circMYH9 肽训练的 T 细胞能够特异性靶向和消除肿瘤衍生的类器官,但不能靶向匹配的正常类器官。这一观察结果强调了 circRNA 作为免疫原性新生抗原来源的潜力。最后,circMYH9 在 CRC 患者的液体活检中富集,从而为 CRC 患者实现了从检测到疫苗接种的治疗策略。
我们的研究结果强调了肿瘤相关 circRNA 作为针对中等突变水平肿瘤的癌症疫苗的新型抗原替代来源的可行性。