Abstract BACKGROUND Efficient immunotherapies for pediatric brain tumors face a significant challenge in identifying tumor rejection antigens. To overcome this hurdle, we utilized a comprehensive computer algorithm called the Open Reading Frame Antigen Network (O.R.A.N.). METHODS Our focus was on expressed epitopes, including single nucleotide variations, small indels, gene fusions, novel junctions from alternative splicing, and Tumor Associated Antigens (TAAs), for antigenic epitope predictions. To ensure uniqueness, we compared immunogenic TAA epitopes against a personalized human proteomic library, ensuring they were not shared by other expressed isoforms or genes. The immunological landscape of medulloblastoma (n = 170) and DIPG (n = 30) was explored using immune deconvolution techniques combined with single-cell RNA sequencing integration. RESULTS Our hypothesis was that medulloblastomas and DIPG exhibit diverse immune profiles and express genes that are rarely found in normal tissues, making them potential targets for immunotherapy. In this study, we found that most neoantigens identified in medulloblastoma patients were unique to each individual, emphasizing the need for personalized neoantigen-based therapies. Interestingly, recurring neoantigens were predominantly present in the MB SHH subgroup, while they constituted only a small fraction of putative antigens in WNT, Group 3, and Group 4 patients. On the other hand, recurring Tumor Associated Antigens (TAAs) were more frequently expressed in the latter three molecular subgroups but not in the SHH subgroup. Thus, a combination of personalized neoantigen vaccines and targeting recurring TAAs could potentially maximize the anti-tumor effects. CONCLUSION Medulloblastoma is a disease characterized by its heterogeneity, and current standard treatments do not adequately address this aspect. In the case of DIPG, surgical resection is not a viable option due to its diffuse and infiltrative nature within the brainstem. By leveraging the power of the immune system, cellular immunotherapy holds promise in providing more targeted and personalized treatment options for pediatric brain tumor patients.
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