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胶质瘤中肿瘤特异性可变剪接衍生细胞表面抗原发现的挑战

英文原题:Challenges in the discovery of tumor-specific alternative splicing-derived cell-surface antigens in glioma.

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Challenges in the discovery of tumor-specific alternative splicing-derived cell-surface antigens in glioma.

PubMed 2024/03/16(内容时间) Sci Rep Q1 · IF 4.9(JCR 2025)

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中文摘要

尽管癌症免疫治疗取得了进展,实体瘤仍然是巨大的挑战。在胶质瘤中,抗原景观在肿瘤间和肿瘤内存在深刻的异质性,阻碍了治疗开发。

因此,考虑替代来源以扩展可靶向(新)抗原的库并改善治疗结果至关重要。越来越多的证据表明,肿瘤特异性可变剪接(AS)可能是一个未开发的抗原储库。

在本研究中,我们研究了胶质瘤中的肿瘤特异性AS事件,重点关注那些预测可产生主要组织相容性复合体(MHC)呈递非依赖性、细胞表面抗原的事件,这些抗原可被抗体和CAR-T 细胞靶向。

我们系统分析了批量RNA测序数据集,比较了429个肿瘤样本(来自The Cancer Genome Atlas)和9166个正常组织样本(来自Genotype-Tissue Expression项目),并鉴定出7个基因中的13个AS事件,预测在超过10%的患者中表达,包括PTPRZ1和BCAN,这些结果得到了外部RNA测序数据集的佐证。随后,我们通过对患者来源的胶质母细胞瘤细胞进行全长转录本扩增子测序,验证了我们的预测并阐明了异构体的复杂性。

然而,对空间映射和纵向收集的临床肿瘤样本的RNA测序数据集分析揭示了候选AS事件显著的时空异质性。此外,蛋白质组学分析未发现任何与推定抗原匹配的肽谱。

我们的研究揭示了肿瘤特异性AS事件的多样特征,以及由于其在蛋白质水平上显著的时空异质性和难以捉摸的特性,抗原探索所面临的挑战。将未来的努力转向细胞内、由MHC呈递的抗原可能提供一条更可行的途径。

展开英文摘要原文

Despite advancements in cancer immunotherapy, solid tumors remain formidable challenges. In glioma, profound inter- and intra-tumoral heterogeneity of antigen landscape hampers therapeutic development.

Therefore, it is critical to consider alternative sources to expand the repertoire of targetable (neo-)antigens and improve therapeutic outcomes. Accumulating evidence suggests that tumor-specific alternative splicing (AS) could be an untapped reservoir of antigens. In this study, we investigated tumor-specific AS events in glioma, focusing on those predicted to generate major histocompatibility complex (MHC)-presentation-independent, cell-surface antigens that could be targeted by antibodies and chimeric antigen receptor-T cells.

We systematically analyzed bulk RNA-sequencing datasets comparing 429 tumor samples (from The Cancer Genome Atlas) and 9166 normal tissue samples (from the Genotype-Tissue Expression project), and identified 13 AS events in 7 genes predicted to be expressed in more than 10% of the patients, including PTPRZ1 and BCAN, which were corroborated by an external RNA-sequencing dataset. Subsequently, we validated our predictions and elucidated the complexity of the isoforms using full-length transcript amplicon sequencing on patient-derived glioblastoma cells.

However, analyses of the RNA-sequencing datasets of spatially mapped and longitudinally collected clinical tumor samples unveiled remarkable spatiotemporal heterogeneity of the candidate AS events.

Furthermore, proteomics analysis did not reveal any peptide spectra matching the putative antigens.

Our investigation illustrated the diverse characteristics of the tumor-specific AS events and the challenges of antigen exploration due to their notable spatiotemporal heterogeneity and elusive nature at the protein levels. Redirecting future efforts toward intracellular, MHC-presented antigens could offer a more viable avenue.

论文信息

作者
Nejo T、Wang L、Leung KK、Wang A、Lakshmanachetty S、Gallus M、Kwok DW、Hong C
第一作者单位
Department of Neurological Surgery, University of California, San Francisco (UCSF), 1450 3Rd Street, Box 0520, San Francisco, CA, 94158, USA.United States
通讯作者单位
Department of Neurological Surgery, University of California, San Francisco (UCSF), 1450 3Rd Street, Box 0520, San Francisco, CA, 94158, USA. hideho.okada@ucsf.edu.United States
期刊
Scientific reports2024 Mar 16
原文标识
PubMed 38493204 · DOI 10.1038/s41598-024-56684-0