Tumor-wide RNA splicing aberrations and their potential as therapeutic neoantigen targets.

2519 Background: Tumor heterogeneity and low mutational burden limits the availability of effective immunotherapy targets. Aberrant RNA-splicing (neojunctions) represents an underexplored yet promising source of neoantigens. To address this, we developed a neoantigen discovery platform (SNIPP) that characterizes a novel class of clonally-expressed, splicing-derived neoantigens. Furthermore, we validated the immunogenicity of these neoantigens by identifying specific TCRs that drive CD8+ T-cell-mediated tumor killing. Methods: SNIPP identified public neojunctions by analyzing TCGA RNA-seq data, selecting neojunctions with a positive sample rate (PSR) > 10% and filtering out those found in GTEx normal tissue RNA-seq data (PSR < 1%) across 12 cancer types. To characterize intratumorally conserved neojunctions, we performed maximally-distanced multi-site biopsies ( n = 535) within glioma patients ( n = 56) and generated RNA-seq data for each intratumoral site. Two independent algorithms were utilized to predict peptide processing likelihood and HLA-binding affinity of splicing-derived neoantigen candidates. Neoantigen-specific TCR sequences were identified via in vitro sensitization of PBMCs and subsequent 10x V(D)J scRNA-seq. These TCRs were transduced into CD8+ T-cells, which were tested downstream for immunogenicity and cytotoxicity against glioma cell lines. Results: Our pipeline identified 789 public neojunctions, including 32 neojunctions concurrently detected in transcriptomic and proteomic glioma datasets and confidently predicted to be presented by HLA-A*02:01. IVS and subsequent 10x V(D)J scRNA-seq identified TCR clonotypes reactive against neojunctions in RPL22 ( n = 7) and GNAS ( n = 1), with the latter exhibiting high intratumoral conservation (detected in > 90% of spatially-mapped biopsies across 17/56 patients (26.78%)). TCR-transduced CD8+ T-cells recognized and were immunogenically activated and demonstrated cytotoxicity against endogenously processed and presented neoantigens in GBM and melanoma lines. Additionally, IDH1-mutant oligodendrogliomas exhibited significantly higher neojunction expression compared to IDH1-mutant astrocytomas and IDH1wt subtypes. Differential gene expression analysis (DESeq2) revealed reduced expression of splicing factors in oligodendrogliomas, attributed to their specific co-deletion of chromosomes 1p and 19q. CRISPRi-mediated knockdown of these splicing factors (e.g. SF3A3, SNRPD2) in IDH1wt glioma cells resulted in significantly increased expression of corresponding neojunctions. Conclusions: Our study highlights a novel class of neoantigens derived from tumor-wide aberrant RNA splicing. The SNIPP platform effectively identifies public intratumorally-conserved neojunctions with strong therapeutic potential. Furthermore, elevated neojunction expression in oligodendroglioma underscores the mechanistic link between dysregulated splicing factor expression and RNA splicing abnormalities.

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Publication Details

Journal
Journal of Clinical Oncology
Published
2025-05-28
DOI
https://doi.org/10.1200/jco.2025.43.16_suppl.2519
Primary Topic
RNA and protein synthesis mechanisms
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article
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article

Tumor-wide RNA splicing aberrations and their potential as therapeutic neoantigen targets.

Lee Chen, Jangham Jung, Joanna J. Phillips, Darwin Kwok et al.
Journal of Clinical Oncology
RNA and protein synthesis mechanisms
article

Tumor-wide RNA splicing aberrations and their potential as therapeutic neoantigen targets.

Lee Chen, Jangham Jung, Joanna J. Phillips, Darwin Kwok, Senthilnath Lakshmanachetty, Shawn L. Hervey‐Jumper, Joseph T. Costello, Takahide Nejo, Arun P. Wiita, Hideho Okada, Nicholas Stevers, Iñaki Etxeberría, Christopher Austin Klebanoff, Abhilash Barpanda, Aaron A. Diaz, Marco Gallus, Maggie Colton Cove, Chibo Hong, Kaori Okada, Susan M. Chang
article en

Abstract

2519 Background: Tumor heterogeneity and low mutational burden limits the availability of effective immunotherapy targets. Aberrant RNA-splicing (neojunctions) represents an underexplored yet promising source of neoantigens. To address this, we developed a neoantigen discovery platform (SNIPP) that characterizes a novel class of clonally-expressed, splicing-derived neoantigens. Furthermore, we validated the immunogenicity of these neoantigens by identifying specific TCRs that drive CD8+ T-cell-mediated tumor killing. Methods: SNIPP identified public neojunctions by analyzing TCGA RNA-seq data, selecting neojunctions with a positive sample rate (PSR) > 10% and filtering out those found in GTEx normal tissue RNA-seq data (PSR < 1%) across 12 cancer types. To characterize intratumorally conserved neojunctions, we performed maximally-distanced multi-site biopsies ( n = 535) within glioma patients ( n = 56) and generated RNA-seq data for each intratumoral site. Two independent algorithms were utilized to predict peptide processing likelihood and HLA-binding affinity of splicing-derived neoantigen candidates. Neoantigen-specific TCR sequences were identified via in vitro sensitization of PBMCs and subsequent 10x V(D)J scRNA-seq. These TCRs were transduced into CD8+ T-cells, which were tested downstream for immunogenicity and cytotoxicity against glioma cell lines. Results: Our pipeline identified 789 public neojunctions, including 32 neojunctions concurrently detected in transcriptomic and proteomic glioma datasets and confidently predicted to be presented by HLA-A*02:01. IVS and subsequent 10x V(D)J scRNA-seq identified TCR clonotypes reactive against neojunctions in RPL22 ( n = 7) and GNAS ( n = 1), with the latter exhibiting high intratumoral conservation (detected in > 90% of spatially-mapped biopsies across 17/56 patients (26.78%)). TCR-transduced CD8+ T-cells recognized and were immunogenically activated and demonstrated cytotoxicity against endogenously processed and presented neoantigens in GBM and melanoma lines. Additionally, IDH1-mutant oligodendrogliomas exhibited significantly higher neojunction expression compared to IDH1-mutant astrocytomas and IDH1wt subtypes. Differential gene expression analysis (DESeq2) revealed reduced expression of splicing factors in oligodendrogliomas, attributed to their specific co-deletion of chromosomes 1p and 19q. CRISPRi-mediated knockdown of these splicing factors (e.g. SF3A3, SNRPD2) in IDH1wt glioma cells resulted in significantly increased expression of corresponding neojunctions. Conclusions: Our study highlights a novel class of neoantigens derived from tumor-wide aberrant RNA splicing. The SNIPP platform effectively identifies public intratumorally-conserved neojunctions with strong therapeutic potential. Furthermore, elevated neojunction expression in oligodendroglioma underscores the mechanistic link between dysregulated splicing factor expression and RNA splicing abnormalities.

Journal of Clinical OncologyVol. 43(16_suppl)
Memorial Sloan Kettering Cancer Center (US), University of California, San Francisco (US), University of San Francisco (US)
Openalex Percentile: Top 89%
RNA and protein synthesis mechanisms
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