Abstract 447: Integrated omics modeling of transcriptional regulation in medulloblastoma subtypes

Medulloblastoma (MB) is one of the most common pediatric brain tumors. Current treatment options carry substantial risk for lifelong cognitive and neurological impairment. Consequently, there is a pressing need to elucidate molecular mechanisms with the ultimate goal of developing targeted tumor-specific therapies. In a recent study on proteomes and phospho-proteomes of primary MB tumors, we identified proteomic MB subtypes that were not apparent from transcriptional or methylation data. To identify gene regulatory circuitries that drive these MB subtypes, we have now mapped accessible chromatin and 3D chromosome conformation in 23 and 13 MB tumors from the same cohort, using ATAC-seq and Hi-C respectively. We identify subtype-specific accessible regulatory chromatin regions, including a subset of regions not identifiable by the enhancer mark H3K27ac. We associate regulatory regions to their target gene promoters by correlating transcription with ATAC-seq signal strength, and confirm these relationships using the newly generated Hi-C data. Using an unpublished adaptation of the GSEA algorithm, which we tailored for an enrichment analysis of non-coding regulatory elements instead of genes, we identify transcription factors and master regulators with binding sites specific to an MB subtype. By associating these master regulators with their transcriptional targets, we have derived models of regulatory circuitry in MB which implicate central mechanisms of MB pathogenesis and may inform future therapeutic targeting. Citation Format: Owen S. Chapman, Tobias Ehrenberger, Tenley C. Archer, Maxwell P. Gold, Filip Mundt, Miriam Adam, Clarence K. Mah, Karsten Krug, Sahaana Chandran, Jesse R. Dixon, Scot L. Pomeroy, Ernest Fraenkel, Jill P. Mesirov, Lukas Chavez. Integrated omics modeling of transcriptional regulation in medulloblastoma subtypes [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 447.