IMMU-55. TUMOR-WIDE RNA SPLICING ABERRATIONS GENERATE IMMUNOGENIC PUBLIC NEOANTIGENS IN GLIOBLASTOMAS AND OTHER CANCER TYPES

Abstract BACKGROUND Immunotherapy in gliomas is limited by tumor heterogeneity and low mutational burden. Aberrant RNA-splicing (neojunctions) offers a new source for targets, and our neoantigen discovery platform (SNIPP) characterizes a novel class of clonally-expressed splicing-derived neoantigens that elicit a CD8+ T-cell-mediated tumor killing response. METHODS SNIPP identified public neojunctions expressed in TCGA RNA-seq (positive sample rate (PSR) > 10%) and not 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 obtained RNA-seq data from each intratumoral site. Two independent algorithms then predicted peptide processing likelihood and HLA-binding affinity of ASN candidates. Neoantigen-specific TCR sequences characterized from subsequent PBMC in vitro sensitization and 10x V(D)J scRNA-seq were transduced into CD8+ T-cells for immunogenicity and cytotoxicity assays against glioma cell lines. RESULTS Our pipeline identified 789 public neojunctions, with 32 neojunctions concurrently identified in transcriptomic and proteomic glioma data and predicted to be presented by HLA-A*02:01 with high confidence. IVS and subsequent 10x VDJ scRNA-seq identified TCR clonotypes reactive against neojunctions in RPL22 (n=7) and GNAS (n=1), the latter being highly intratumorally-conserved (detected in > 90% of spatially-mapped biopsies across 17/56 patients (26.78%)). TCR-transduced T-cells demonstrated recognition and immunogenic activation against endogenously processed and presented neoantigens in multiple GBM PDX cell lines, and co-culturing these T-cells against both glioblastoma and melanoma cell lines demonstrated tumor-specific cytotoxicity. Furthermore, IDH1-mutant oligodendroglioma samples demonstrated significantly elevated expression of neojunctions over IDH1-mutant astrocytoma and IDH1wt subtypes. Differential gene expression (DESeq2) identified decreased expression of splicing factors due to oligodendroglioma-specific co-deletion of Chromosomes 1p/19q. siRNA knockdown of these splicing factors (e.g. SF3A3, SNRPD2) in IDH1wt glioma cells resulted in significantly increased expression of corresponding neojunctions. CONCLUSION Our unique SNIPP neoantigen discovery platform identified novel public tumor-wide splice-derived neoantigens and reactive TCRs, and its pan-cancer application characterized candidates that are targetable across multiple diseases.

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Journal
Neuro-Oncology
Published
2024-11-01
DOI
https://doi.org/10.1093/neuonc/noae165.0647
Primary Topic
Immunotherapy and Immune Responses
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article
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article

IMMU-55. TUMOR-WIDE RNA SPLICING ABERRATIONS GENERATE IMMUNOGENIC PUBLIC NEOANTIGENS IN GLIOBLASTOMAS AND OTHER CANCER TYPES

Susan Chang, Gary K.L. Chan, Lee Chen, Jangham Jung et al.
Neuro-Oncology
Immunotherapy and Immune Responses
article

IMMU-55. TUMOR-WIDE RNA SPLICING ABERRATIONS GENERATE IMMUNOGENIC PUBLIC NEOANTIGENS IN GLIOBLASTOMAS AND OTHER CANCER TYPES

Susan Chang, Gary K.L. Chan, Lee Chen, Jangham Jung, Aidan Du, Darwin Kwok, James Woo, Joanna J. Phillips, Senthilnath Lakshmanachetty, Payal Watchmaker, Samuel Wu, Takahide Nejo, Arun P. Wiita, Hideho Okada, Nicholas Stevers, Hirokazu Ogino, Emilio Ramos, Iñaki Etxeberría, Atsuro Saijo, Christopher Austin Klebanoff, Akane Yamamichi, J Costello, Jerry Liu, Abhilash Barpanda, Aaron A. Diaz, Marco Gallus, Nadia Grishanina, Maggie Colton Cove, Chibo Hong, Kaori Okada
article en

Abstract

Abstract BACKGROUND Immunotherapy in gliomas is limited by tumor heterogeneity and low mutational burden. Aberrant RNA-splicing (neojunctions) offers a new source for targets, and our neoantigen discovery platform (SNIPP) characterizes a novel class of clonally-expressed splicing-derived neoantigens that elicit a CD8+ T-cell-mediated tumor killing response. METHODS SNIPP identified public neojunctions expressed in TCGA RNA-seq (positive sample rate (PSR) > 10%) and not 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 obtained RNA-seq data from each intratumoral site. Two independent algorithms then predicted peptide processing likelihood and HLA-binding affinity of ASN candidates. Neoantigen-specific TCR sequences characterized from subsequent PBMC in vitro sensitization and 10x V(D)J scRNA-seq were transduced into CD8+ T-cells for immunogenicity and cytotoxicity assays against glioma cell lines. RESULTS Our pipeline identified 789 public neojunctions, with 32 neojunctions concurrently identified in transcriptomic and proteomic glioma data and predicted to be presented by HLA-A*02:01 with high confidence. IVS and subsequent 10x VDJ scRNA-seq identified TCR clonotypes reactive against neojunctions in RPL22 (n=7) and GNAS (n=1), the latter being highly intratumorally-conserved (detected in > 90% of spatially-mapped biopsies across 17/56 patients (26.78%)). TCR-transduced T-cells demonstrated recognition and immunogenic activation against endogenously processed and presented neoantigens in multiple GBM PDX cell lines, and co-culturing these T-cells against both glioblastoma and melanoma cell lines demonstrated tumor-specific cytotoxicity. Furthermore, IDH1-mutant oligodendroglioma samples demonstrated significantly elevated expression of neojunctions over IDH1-mutant astrocytoma and IDH1wt subtypes. Differential gene expression (DESeq2) identified decreased expression of splicing factors due to oligodendroglioma-specific co-deletion of Chromosomes 1p/19q. siRNA knockdown of these splicing factors (e.g. SF3A3, SNRPD2) in IDH1wt glioma cells resulted in significantly increased expression of corresponding neojunctions. CONCLUSION Our unique SNIPP neoantigen discovery platform identified novel public tumor-wide splice-derived neoantigens and reactive TCRs, and its pan-cancer application characterized candidates that are targetable across multiple diseases.

Neuro-OncologyVol. 26(Supplement_8)
Memorial Sloan Kettering Cancer Center (US), University of California, San Francisco (US)
Good health and well-being
Openalex Percentile: Top 74%
Immunotherapy and Immune Responses
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