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PMID: 34864569 Published · ppublish English

Global molecular alterations involving recurrence or progression of pediatric brain tumors.

Neoplasia (New York, N.Y.) ·Vol. 24 ·No. 1 ·2022-00-00

Chen F, Chandrashekar DS, Scheurer ME, Varambally S, Creighton CJ

Abstract

We aimed to identify molecular changes in recurrent or progressive pediatric brain tumors, as compared to the corresponding initial tumors from the same patients, using genomic, transcriptomic, and proteomic data from a unique and large cohort of 55 patients and 63 recurrent or progressive tumors from the Children's Brain Tumor Tissue Consortium, representing various histologic types. We carried out paired analyses for each gene between recurrent/progressive and initial tumor groups, using RNA-sequencing and mass spectrometry-based proteomic data. By whole-genome sequencing (WGS) analysis, we also examined somatic DNA events for a set of cancer-associated genes. Of 44 patients examined by WGS, 35 involved at least one cancer-associated gene with a somatic alteration event in a recurrent or progressive tumor that was not present in the initial tumor, including genes NF1, CDKN2A, CCND2, EGFR, and MYCN. By paired analysis, 68 mRNA transcripts were differentially expressed in recurrent/progressive tumors with p<0.001, and these genes could predict patient outcomes in an independent set of pediatric brain tumors. Gene transcript-level associations with recurrence or progression were enriched for protein-level associations. There was a significant overlap in results from pediatric brain tumors and results from adult brain tumors from The Cancer Genome Atlas. Unsupervised analysis defined five subsets of recurrent or progressive tumors, with differences in gene expression and overall patient survival. Our study uncovers genes showing consistent expression differences in recurrent or progressive tumors. These genes may provide molecular clues as to processes or pathways underlying more aggressive pediatric brain tumors.

Keywords
Pediatric brain tumors Progression Proteomics RNA-sequencing Recurrence
MeSH 主题词
Biomarkers, Tumor Brain Neoplasms/etiology,mortality,pathology Child Computational Biology/methods Databases, Genetic Disease Progression Disease Susceptibility Gene Expression Profiling Genetic Predisposition to Disease Humans Mutation Recurrence Transcriptome Exome Sequencing
Article Info
Journal
Neoplasia (New York, N.Y.)
Abbr.
Neoplasia
ISSN
1476-5586
Corresponding email
Published
2022-00-00
Language
English
Country/Region
United States
NLM ID
100886622
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