← 返回

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.

查看英文原题

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

PubMed 2023/11/02(内容时间) bioRxiv

分数与星级只用于站内排序 —— 不代表疗效、安全性或个人适用性。

研究概要

我们的研究阐明了肿瘤特异性 AS 事件的多样化特征,以及由于其显著的时空异质性和在蛋白质水平上难以捕捉的特性,抗原探索所面临的挑战。

中文摘要

尽管癌症免疫治疗取得进展,实体瘤仍是重大挑战。在胶质瘤中,抗原图谱存在显著的肿瘤间和肿瘤内异质性,阻碍了治疗开发。因此,必须考虑其他抗原来源,扩展可靶向(新)抗原的范围并改善治疗结局。越来越多证据提示,肿瘤特异性可变剪接(AS)可能是尚未充分利用的新抗原来源。

本研究调查胶质瘤中的肿瘤特异性AS事件,重点关注预测可产生不依赖主要组织相容性复合体(MHC)呈递、且位于细胞表面的新抗原事件;此类抗原理论上可由抗体和嵌合抗原受体(CAR)T细胞靶向。研究系统分析了散装RNA测序数据集,比较来自癌症基因组图谱(TCGA)的429份肿瘤样本与基因型-组织表达(GTEx)项目的9166份正常组织样本,鉴定出7个基因中的13个AS事件,预测其在超过10%的患者中表达,其中包括PTPRZ1和BCAN;外部RNA测序数据集也支持这些发现。随后,研究使用患者来源胶质母细胞瘤细胞的全长转录本扩增子测序验证预测,并揭示异构体的复杂性。然而,对空间定位并纵向采集的临床肿瘤样本RNA测序数据进行分析后,发现候选AS事件存在显著时空异质性。此外,蛋白质组学分析未发现与推定新抗原相匹配的肽谱。

本研究揭示肿瘤特异性AS事件特征多样,并指出其显著时空异质性及蛋白层面难以检测,给抗原探索带来挑战。未来将研究重点转向细胞内、由MHC呈递的抗原,可能是更可行的方向。

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 neoantigens.

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 neoantigens that could be targeted by antibodies and chimeric antigen receptor (CAR)-T cells. We systematically analyzed bulk RNA-sequencing datasets comparing 429 tumor samples (from The Cancer Genome Atlas [TCGA]) and 9,166 normal tissue samples (from the Genotype-Tissue Expression project [GTEx]), 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 neoantigens.

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
文献类型
预印本
期刊
bioRxiv : the preprint server for biology2023 Nov 2
原文标识
PubMed 37961484 · DOI 10.1101/2023.10.26.564156