Nature Communications · 2021 · 94 citations · 63 references
Life SciencesGeneticsOncologyGene ExpressionMolecular OncologyTranscriptomicsCancer TranscriptomicsGene Fusions In CancerMyc Family OncogenesNoncoding Rna In CancerOncogenic Signaling PathwaysTumor Suppressor GenesCancer Heterogeneity AnalysisCancer Signaling PathwaysMedulloblastoma Hedgehog PathwayMolecular ConvergenceOncogenic Transcriptional NetworksPtch1 MutationsTumor Suppressor PathwaysTumor-specific Fusion Genes
Sonic hedgehog medulloblastoma encompasses a clinically and molecularly diverse group of cancers of the developing central nervous system. Here, we use unbiased sequencing of the transcriptome across a large cohort of 250 tumors to reveal differences among molecular subtypes of the disease, and demonstrate the previously unappreciated importance of non-coding RNA transcripts. We identify alterations within the cAMP dependent pathway (GNAS, PRKAR1A) which converge on GLI2 activity and show that 18% of tumors have a genetic event that directly targets the abundance and/or stability of MYCN. Furthermore, we discover an extensive network of fusions in focally amplified regions encompassing GLI2, and several loss-of-function fusions in tumor suppressor genes PTCH1, SUFU and NCOR1. Molecular convergence on a subset of genes by nucleotide variants, copy number aberrations, and gene fusions highlight the key roles of specific pathways in the pathogenesis of Sonic hedgehog medulloblastoma and open up opportunities for therapeutic intervention.
63
Fast gapped-read alignment with Bowtie 2
Ben Langmead, Steven L. Salzberg · Nature Methods · 2012 · 61.1K citations
Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks
Paul Shannon, Andrew Markiel, Owen Ozier et al. · Genome Research · 2003 · 54.3K citations · Full text