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TCCIA:探索环状 RNA 在癌症免疫治疗中的综合资源。

TCCIA: a comprehensive resource for exploring CircRNA in cancer immunotherapy.

机构信息

Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, People's Republic of China.

State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China.

出版信息

J Immunother Cancer. 2024 Jan 11;12(1):e008040. doi: 10.1136/jitc-2023-008040.

Abstract

BACKGROUND

Immunotherapies targeting immune checkpoints have gained increasing attention in cancer treatment, emphasizing the need for predictive biomarkers. Circular RNAs (circRNAs) have emerged as critical regulators of tumor immunity, particularly in the PD-1/PD-L1 pathway, and have shown potential in predicting immunotherapy efficacy. Yet, the detailed roles of circRNAs in cancer immunotherapy are not fully understood. While existing databases focus on either circRNA profiles or immunotherapy cohorts, there is currently no platform that enables the exploration of the intricate interplay between circRNAs and anti-tumor immunotherapy. A comprehensive resource combining circRNA profiles, immunotherapy responses, and clinical outcomes is essential to advance our understanding of circRNA-mediated tumor-immune interactions and to develop effective biomarkers.

METHODS

To address these gaps, we constructed The Cancer CircRNA Immunome Atlas (TCCIA), the first database that combines circRNA profiles, immunotherapy response data, and clinical outcomes across multicancer types. The construction of TCCIA involved applying standardized preprocessing to the raw sequencing FASTQ files, characterizing circRNA profiles using an ensemble approach based on four established circRNA detection tools, analyzing tumor immunophenotypes, and compiling immunotherapy response data from diverse cohorts treated with immune checkpoint blockades (ICBs).

RESULTS

TCCIA encompasses over 4,000 clinical samples obtained from 25 cohorts treated with ICBs along with other treatment modalities. The database provides researchers and clinicians with a cloud-based platform that enables interactive exploration of circRNA data in the context of ICB. The platform offers a range of analytical tools, including browse of identified circRNAs, visualization of circRNA abundance and correlation, association analysis between circRNAs and clinical variables, assessment of the tumor immune microenvironment, exploration of tumor molecular signatures, evaluation of treatment response or prognosis, and identification of altered circRNAs in immunotherapy-sensitive and resistant tumors. To illustrate the utility of TCCIA, we showcase two examples, including circTMTC3 and circMGA, by employing analysis of large-scale melanoma and bladder cancer cohorts, which unveil distinct impacts and clinical implications of different circRNA expression in cancer immunotherapy.

CONCLUSIONS

TCCIA represents a significant advancement over existing resources, providing a comprehensive platform to investigate the role of circRNAs in immuno-oncology.

摘要

背景

免疫检查点靶向免疫疗法在癌症治疗中受到越来越多的关注,强调需要预测性生物标志物。环状 RNA(circRNA)已成为肿瘤免疫的关键调节剂,特别是在 PD-1/PD-L1 通路中,并且在预测免疫治疗疗效方面显示出潜力。然而,circRNA 在癌症免疫治疗中的详细作用尚不完全清楚。虽然现有的数据库侧重于 circRNA 图谱或免疫治疗队列,但目前没有一个平台可以探索 circRNA 与抗肿瘤免疫治疗之间的复杂相互作用。结合 circRNA 图谱、免疫治疗反应和临床结局的综合资源对于深入了解 circRNA 介导的肿瘤免疫相互作用并开发有效的生物标志物至关重要。

方法

为了解决这些差距,我们构建了癌症环状 RNA 免疫组图谱(TCCIA),这是第一个结合多癌种 circRNA 图谱、免疫治疗反应数据和临床结局的数据库。TCCIA 的构建涉及对原始测序 FASTQ 文件应用标准化预处理,使用基于四个已建立的 circRNA 检测工具的集成方法对 circRNA 图谱进行特征描述,分析肿瘤免疫表型,并从接受免疫检查点阻断(ICB)治疗的多种队列中编译免疫治疗反应数据。

结果

TCCIA 包含超过 4000 个从 25 个接受 ICB 治疗的队列以及其他治疗方式获得的临床样本。该数据库为研究人员和临床医生提供了一个基于云的平台,使他们能够在 ICB 背景下交互式探索 circRNA 数据。该平台提供了一系列分析工具,包括已鉴定 circRNA 的浏览、circRNA 丰度和相关性的可视化、circRNA 与临床变量之间的关联分析、肿瘤免疫微环境评估、肿瘤分子特征探索、治疗反应或预后评估以及免疫治疗敏感和耐药肿瘤中改变的 circRNA 的识别。为了说明 TCCIA 的实用性,我们通过分析大规模黑色素瘤和膀胱癌队列,展示了两个示例,包括 circTMTC3 和 circMGA,揭示了不同 circRNA 表达在癌症免疫治疗中的不同影响和临床意义。

结论

TCCIA 是现有资源的重大进展,为研究 circRNA 在免疫肿瘤学中的作用提供了一个全面的平台。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d82/10806567/00b8a10e3a36/jitc-2023-008040f01.jpg

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