학술논문

Challenges in the discovery of tumor-specific alternative splicing-derived cell-surface antigens in glioma
Document Type
article
Source
Scientific Reports. 14(1)
Subject
Biological Sciences
Bioinformatics and Computational Biology
Biomedical and Clinical Sciences
Immunology
Oncology and Carcinogenesis
Brain Disorders
Cancer
Neurosciences
Biotechnology
Human Genome
Rare Diseases
Brain Cancer
Genetics
Inflammatory and immune system
Generic health relevance
Humans
Alternative Splicing
Antigens
Surface
Glioma
Glioblastoma
Histocompatibility Antigens
RNA
Antigens
Neoplasm
Receptor-Like Protein Tyrosine Phosphatases
Class 5
Alternative splicing
Antigen
Neojunction
Bulk RNA-sequencing
Long-read sequencing
Intratumoral heterogeneity
Proteomics
Language
Abstract
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.