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

被引:6
作者
Nejo, Takahide [1 ]
Wang, Lin [1 ]
Leung, Kevin K. [2 ]
Wang, Albert [1 ]
Lakshmanachetty, Senthilnath [1 ]
Gallus, Marco [1 ]
Kwok, Darwin W. [1 ]
Hong, Chibo [1 ]
Chen, Lee H. [1 ]
Carrera, Diego A. [1 ]
Zhang, Michael Y. [1 ]
Stevers, Nicholas O. [1 ]
Maldonado, Gabriella C. [1 ]
Yamamichi, Akane [1 ]
Watchmaker, Payal B. [1 ]
Naik, Akul [3 ]
Shai, Anny [1 ]
Phillips, Joanna J. [1 ,4 ,5 ]
Chang, Susan M. [1 ,4 ]
Wiita, Arun P. [3 ,4 ,6 ,7 ,8 ]
Wells, James A. [2 ,4 ,9 ]
Costello, Joseph F. [1 ,4 ]
Diaz, Aaron A. [1 ,4 ]
Okada, Hideho [1 ,4 ,8 ]
机构
[1] Univ Calif San Francisco UCSF, Dept Neurol Surg, 1450 3rd St,Box 0520, San Francisco, CA 94158 USA
[2] Univ Calif San Francisco, Dept Pharmaceut Chem, San Francisco, CA USA
[3] Univ Calif San Francisco, Dept Lab Med, San Francisco, CA USA
[4] Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94143 USA
[5] Univ Calif San Francisco, Dept Pathol, San Francisco, CA USA
[6] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA USA
[7] Chan Zuckerberg Biohub, San Francisco, CA USA
[8] Parker Inst Canc Immunotherapy, San Francisco, CA 94129 USA
[9] Univ Calif San Francisco, Dept Cellular & Mol Pharmacol, San Francisco, CA USA
关键词
Glioma; Alternative splicing; Antigen; Neojunction; Bulk RNA-sequencing; Long-read sequencing; Intratumoral heterogeneity; Proteomics; CLONAL HETEROGENEITY; EVOLUTION; REVEALS; GLIOBLASTOMA; EGFRVIII; TOOL;
D O I
10.1038/s41598-024-56684-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:17
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