Abstract

Abstract BACKGROUND Medulloblastoma (MB), a childhood brain tumor, emerges typically between 6-8 years, originating from cerebellar neuronal stem cells. Recurrent genetic alterations, notably MYC amplifications, are associated with poor therapy response. Subgrouped as WNT-MB, SHH-MB, Group 3 MB, and Group 4 MB, Group 3 MB is characterized by high-level MYC amplification in approximately 17% of cases. Patients with Group 3 MB and MYC activation present distinct transcriptional and proteomic signatures, including elevated levels of ribosomal proteins and ribosome assembly proteins. METHODS We conducted a comprehensive analysis of RNA-seq and Ribo-seq in human neural stem cells (H9 NSCs) with amplified MYC expression. H9-NSCs were cultured in tumor stem media and transduced with lentivirus for either GFP control or MYC cDNA. RNA and ribosome-protected fragments were isolated from cell lysates for RNA-seq and Ribo-seq in biological triplicates. Ribo-seq data was analyzed using ORFquant for coding sequence quantification and deltaTE for translational efficiency. RESULTS Overexpressing MYC in H9-NSCs led to significant differential expression of 4194 genes (p adj < 0.05) using RNA-seq and 2860 genes (p adj < 0.05) using Ribo-seq. While RNA-seq and Ribo-seq exhibited high correlation for most genes, we identified 364 differentially translated genes (p adj < 0.05) upon MYC overexpression. Genes regulated solely at the translational level were enriched for functions in cytoplasmic translation initiation, viral translation, and response to interleukin-4. Key genes highly regulated at the Ribo-seq level included CCND3, YBX1, and EEF2. Validating with proteomics data from the CPTAC medulloblastoma tissue set confirmed protein-specific upregulation of these targets in MYC-driven Group 3 medulloblastomas. CONCLUSIONS MYC overexpression revealed distinct behaviors in differentially expressed genes, either regulated at the level of translation alone, correlated with transcription, or independent of transcription. We anticipate that our findings will contribute to a refined understanding of the molecular landscape of MB, particularly in the context of Group 3 MB.

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