Abstract 2663: Determining the role of tumor mutational burden in a pre-clinical model of glioblastoma
Authors: Breen Kevin , Haynes Tuesday , Watanabe Masashi , Gilbert Mark 
Published: March 2024

Despite advances in care in many cancer types, patients with glioblastoma (GBM) have a grim prognosis of 15 to 21 months and unchanged standard therapy since 2005. These tumors have a profoundly immunosuppressive tumor immune microenvironment. Immunotherapy, including the checkpoint inhibitors (ICIs) targeting PD-1 and CTLA-4, has transformed the treatment of many cancers but has failed in trials of both newly diagnosed and recurrent GBM. Tumor mutational burden (TMB) has been proposed as a predictor of response to ICI treatment, presumably through an increase in neoantigens that can be recognized by cytotoxic CD8+ T cells leading to tumor rejection. GBM typically has a low TMB, a feature speculated as a contributor to poor response to ICI treatment. However, cases with an extremely high TMB (i.e., patients with the biallelic mismatch repair deficiency syndrome) do show response to immunotherapy. To begin to investigate the impact of mutational burden on immune response in GBM, we created a murine syngeneic tumor model using CRISPR-Cas9 to knockout (KO) the mismatch repair protein Msh2, the lynchpin to mismatch recognition, in the SB28 GBM model that has a low TMB (108 mutations) at baseline. Msh2 KO increased the TMB from 2 to 12-fold depending on single cell sorted clone, resulting in between 150 and 200 predicted strong MHC-I binding neoantigens estimated by the NetMHC algorithm. Preliminary studies have demonstrated that in vitro proliferation is similar amongst low TMB and high TMB SB28 clones. Flank implantation of high TMB SB28 clones revealed slower growth compared to the low TMB SB28 tumors. Furthermore, treatment with ICIs did provide a survival advantage in this flank model. However, no survival advantage was noted when the high TMB clones were implanted intracranially either with or without ICI treatment. These results suggested that either there is poor immune cell trafficking to the intracranial tumors, or a robust immune response was causing increased intracranial pressure that is prematurely causing death. Use of dexamethasone starting at day 11 to control cerebral edema has shown some survival improvement with ICI treatment, supporting that an inflammatory response is at least partially responsible for the lack of improved survival in early studies. We are currently evaluating CD4+ and CD8+ T cell clonality, earlier timepoints to evaluate the immune infiltrate and anti-tumor immune response, and alterations in chemokines/cytokines in the tumor microenvironment. By creating high mutation burden clones from a GBM with a low mutational burden, we will be able to interrogate potential mechanisms of heightened immunogenicity that has been reported in other cancers.

Citation Format: Kevin Breen, Tuesday Haynes, Masashi Watanabe, Mark Gilbert. Determining the role of tumor mutational burden in a pre-clinical model of glioblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 2663.