155 Sub-clonal antigenic heterogeneity mediates immune evasion in low-grade gliomas

<h3>Background</h3> While low mutational burden and an immunosuppressive microenvironment contribute to immunotherapeutic resistance, the intratumoral heterogeneity (ITH) of low-grade glioma (LGGs) plays a significant role in targeting tumor-specific antigens (TSAs) that would lead to a durable clinical response. While ITH has been heavily investigated in various cancer types, the effect of ITH on the antigenic landscape and immune landscape has largely been unexplored in LGGs. <h3>Methods</h3> We performed whole genome and RNA sequencing on 10 maximally-distanced and spatially-mapped biopsies captured from seven Grade II astrocytoma patients. <i>In silico</i> prediction of TSAs was used to generate a barcoded library of patient-specific peptide-HLA multimers loaded with predicted neoepitopes. This library allowed us to caputure neoantigen-reactive CD8+ T-cells derived from patients’ peripheral blood. Single-cell TCR sequencing allowed us to identify the neoantigen-reactive TCR clonotypes, which were transduced subsequently into Jurkat76 cells and CD8+ T-cells for functional and cytotoxic validation. <h3>Results</h3> Unsupervised hierarchical clustering of RNA-sequencing data revealed two distinct immune clusters across all spatially-mapped astrocytoma samples corresponding to high (immune-hot) and low (immune-cold) levels of immune infiltration. Immune-hot sites tended to be proximal to one another than to immune-cold regions, suggesting that immune infiltration patterns are spatially localized. Interestingly, mutations initially identified in immune-hot biopsies were significantly less prevalent at recurrence when compared to those from immune-cold sites. Differential gene expression analysis of the KEGG Antigen Processing and Presentation gene set revealed significantly higher expression levels of HLA alleles in immune-hot sites when compared to their immune-cold counterparts. Notably, significantly more TSA candidates with a favorable affinity towards their patient-specific HLAs (HLAthena HLA:peptide presentation score &gt; 0.90) were identified in intratumoral sites with greater immune infiltration. Altogether, these results suggest that the immune system exerts a selective pressure that potentially eliminates tumor cells with highly immunogenic mutations. From one patient’s (P375) PBMCs, we identified and sequenced 5 CD8+ T-cell clones recognizing three TSAs derived from mutations in <i>PRMT5</i>, <i>MRPL46</i>, and <i>TP53</i>. TSA-specific T-cell receptor (TCR)-expressing Jurkat76 cells were cultured with HLA-transduced antigen-presenting cells pulsed with each peptide. Jurkat76 cells specific against mutant <i>PRMT5</i> demonstrated a strong TSA-specific IL-2, NFAT, AP-1, and NFκB immune response. <h3>Conclusions</h3> Our study suggests that heterogeneous HLA presentation and antigenic ‘quality’ enable the immune system to sculpt the tumor mutational landscape. Furthermore, we identified a TCR clone that successfully recognizes and induces an immune response against mutant-<i>PRMT5</i>, demonstrating a feasible methodology to develop personalized T-cell-based immunotherapies for LGG patients.

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Publication Details

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Regular and Young Investigator Award Abstracts
Published
2024-11-01
DOI
https://doi.org/10.1136/jitc-2024-sitc2024.0155
Primary Topic
Glioma Diagnosis and Treatment
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article
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article

155 Sub-clonal antigenic heterogeneity mediates immune evasion in low-grade gliomas

Michael V. Martin, Jangham Jung, Darwin Kwok, Joanna J. Phillips et al.
Regular and Young Investigator Award Abstracts
Glioma Diagnosis and Treatment
article

155 Sub-clonal antigenic heterogeneity mediates immune evasion in low-grade gliomas

Michael V. Martin, Jangham Jung, Darwin Kwok, Joanna J. Phillips, Senthilnath Lakshmanachetty, Shawn L. Hervey‐Jumper, Diana Nguyen, Cliff Wang, Benjamin Lerman, Songming Peng, Stephanie Hilz, Stefanie Mandl, Tyler Borrman, Hideho Okada, Nicholas Stevers, Anny Shai, J Costello, Nancy Ann Oberheim Bush, Maggie Colton Cove, Michael Zhang, Michael McDermott, Chibo Hong, Zheng Pan, Benjamin Yuen
article en

Abstract

<h3>Background</h3> While low mutational burden and an immunosuppressive microenvironment contribute to immunotherapeutic resistance, the intratumoral heterogeneity (ITH) of low-grade glioma (LGGs) plays a significant role in targeting tumor-specific antigens (TSAs) that would lead to a durable clinical response. While ITH has been heavily investigated in various cancer types, the effect of ITH on the antigenic landscape and immune landscape has largely been unexplored in LGGs. <h3>Methods</h3> We performed whole genome and RNA sequencing on 10 maximally-distanced and spatially-mapped biopsies captured from seven Grade II astrocytoma patients. <i>In silico</i> prediction of TSAs was used to generate a barcoded library of patient-specific peptide-HLA multimers loaded with predicted neoepitopes. This library allowed us to caputure neoantigen-reactive CD8+ T-cells derived from patients’ peripheral blood. Single-cell TCR sequencing allowed us to identify the neoantigen-reactive TCR clonotypes, which were transduced subsequently into Jurkat76 cells and CD8+ T-cells for functional and cytotoxic validation. <h3>Results</h3> Unsupervised hierarchical clustering of RNA-sequencing data revealed two distinct immune clusters across all spatially-mapped astrocytoma samples corresponding to high (immune-hot) and low (immune-cold) levels of immune infiltration. Immune-hot sites tended to be proximal to one another than to immune-cold regions, suggesting that immune infiltration patterns are spatially localized. Interestingly, mutations initially identified in immune-hot biopsies were significantly less prevalent at recurrence when compared to those from immune-cold sites. Differential gene expression analysis of the KEGG Antigen Processing and Presentation gene set revealed significantly higher expression levels of HLA alleles in immune-hot sites when compared to their immune-cold counterparts. Notably, significantly more TSA candidates with a favorable affinity towards their patient-specific HLAs (HLAthena HLA:peptide presentation score &gt; 0.90) were identified in intratumoral sites with greater immune infiltration. Altogether, these results suggest that the immune system exerts a selective pressure that potentially eliminates tumor cells with highly immunogenic mutations. From one patient’s (P375) PBMCs, we identified and sequenced 5 CD8+ T-cell clones recognizing three TSAs derived from mutations in <i>PRMT5</i>, <i>MRPL46</i>, and <i>TP53</i>. TSA-specific T-cell receptor (TCR)-expressing Jurkat76 cells were cultured with HLA-transduced antigen-presenting cells pulsed with each peptide. Jurkat76 cells specific against mutant <i>PRMT5</i> demonstrated a strong TSA-specific IL-2, NFAT, AP-1, and NFκB immune response. <h3>Conclusions</h3> Our study suggests that heterogeneous HLA presentation and antigenic ‘quality’ enable the immune system to sculpt the tumor mutational landscape. Furthermore, we identified a TCR clone that successfully recognizes and induces an immune response against mutant-<i>PRMT5</i>, demonstrating a feasible methodology to develop personalized T-cell-based immunotherapies for LGG patients.

Regular and Young Investigator Award Abstracts
University of California, San Francisco (US)
Zero hunger
Openalex Percentile: Top 66%
Glioma Diagnosis and Treatment
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