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Integrated Proteogenomic Characterization across Major Histological Types of Pediatric Brain Cancer
- Source :
- Cell
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- We report a comprehensive proteogenomics analysis, including whole-genome sequencing, RNA sequencing, and proteomics and phosphoproteomics profiling, of 218 tumors across 7 histological types of childhood brain cancer: low-grade glioma (n = 93), ependymoma (32), high-grade glioma (25), medulloblastoma (22), ganglioglioma (18), craniopharyngioma (16), and atypical teratoid rhabdoid tumor (12). Proteomics data identify common biological themes that span histological boundaries, suggesting that treatments used for one histological type may be applied effectively to other tumors sharing similar proteomics features. Immune landscape characterization reveals diverse tumor microenvironments across and within diagnoses. Proteomics data further reveal functional effects of somatic mutations and copy number variations (CNVs) not evident in transcriptomics data. Kinase-substrate association and co-expression network analysis identify important biological mechanisms of tumorigenesis. This is the first large-scale proteogenomics analysis across traditional histological boundaries to uncover foundational pediatric brain tumor biology and inform rational treatment selection.
- Subjects :
- DNA Copy Number Variations
Computational biology
Biology
Proteomics
Article
General Biochemistry, Genetics and Molecular Biology
Ganglioglioma
03 medical and health sciences
Lymphocytes, Tumor-Infiltrating
0302 clinical medicine
Glioma
medicine
Humans
Gene Regulatory Networks
RNA, Messenger
Copy-number variation
Phosphorylation
Child
Proteogenomics
030304 developmental biology
Medulloblastoma
0303 health sciences
Brain Neoplasms
Genome, Human
Phosphoproteomics
Phosphoproteins
medicine.disease
Gene Expression Regulation, Neoplastic
Mutation
Atypical teratoid rhabdoid tumor
Neoplasm Grading
Neoplasm Recurrence, Local
Transcriptome
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 00928674
- Volume :
- 183
- Database :
- OpenAIRE
- Journal :
- Cell
- Accession number :
- edsair.doi.dedup.....89bf434cc4d9aac06556bceb6b846900