State Key Laboratory of Protein and Plant Gene Research, Laboratory of Bioinformatics and Genomic Medicine, Institute of Molecular Medicine, College of Future Technology, Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing 100871, China.
Center for Bioinformatics, National Infrastructures for Translational Medicine, Institute of Clinical Medicine and Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 9 Dongdan Santiao, Dongcheng District, Beijing 100730, China.
Brief Bioinform. 2024 Sep 23;25(6). doi: 10.1093/bib/bbae503.
Recent advances in neoantigen research have accelerated the development of immunotherapies for cancers, such as glioblastoma (GBM). Neoantigens resulting from genomic mutations and dysregulated alternative splicing have been studied in GBM. However, these studies have primarily focused on annotated alternatively-spliced transcripts, leaving non-annotated transcripts largely unexplored. Circular ribonucleic acids (circRNAs), abnormally regulated in tumors, are correlated with the presence of non-annotated linear transcripts with exon skipping events. But the extent to which these linear transcripts truly exist and their functions in cancer immunotherapies remain unknown. Here, we found the ubiquitous co-occurrence of circRNA biogenesis and alternative splicing across various tumor types, resulting in large amounts of long-range alternatively-spliced transcripts (LRs). By comparing tumor and healthy tissues, we identified tumor-specific LRs more abundant in GBM than in normal tissues and other tumor types. This may be attributable to the upregulation of the protein quaking in GBM, which is reported to promote circRNA biogenesis. In total, we identified 1057 specific and recurrent LRs in GBM. Through in silico translation prediction and MS-based immunopeptidome analysis, 16 major histocompatibility complex class I-associated peptides were identified as potential immunotherapy targets in GBM. This study revealed long-range alternatively-spliced transcripts specifically upregulated in GBM may serve as recurrent, immunogenic tumor-specific antigens.
近年来,新抗原研究的进展加速了癌症免疫疗法的发展,如胶质母细胞瘤(GBM)。源自基因组突变和失调的选择性剪接的新抗原已在 GBM 中进行了研究。然而,这些研究主要集中在注释的选择性剪接转录本上,而未注释的转录本则在很大程度上未被探索。在肿瘤中异常调节的环状核糖核酸(circRNA)与存在具有外显子跳跃事件的未注释线性转录本相关。但是,这些线性转录本确实存在的程度及其在癌症免疫疗法中的功能仍然未知。在这里,我们发现 circRNA 生物发生和选择性剪接在各种肿瘤类型中普遍存在,导致大量长距离选择性剪接转录本(LRs)的产生。通过比较肿瘤和健康组织,我们鉴定出在 GBM 中比在正常组织和其他肿瘤类型中更丰富的肿瘤特异性 LRs。这可能归因于 GBM 中蛋白 quaking 的上调,据报道该蛋白促进 circRNA 生物发生。总的来说,我们在 GBM 中鉴定出了 1057 个特异性和反复出现的 LRs。通过计算机翻译预测和基于 MS 的免疫肽组学分析,鉴定出 16 个主要组织相容性复合体 I 相关肽作为 GBM 中潜在的免疫治疗靶点。这项研究揭示了在 GBM 中特异性上调的长距离选择性剪接转录本可能作为反复出现的、免疫原性的肿瘤特异性抗原。