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Diverse noncoding mutations contribute to deregulation of cis-regulatory landscape in pediatric cancers
- Source :
- Science Advances
- Publication Year :
- 2020
- Publisher :
- American Association for the Advancement of Science, 2020.
-
Abstract
- Joint analysis of genomic and transcriptomic data reveals diverse noncoding mutation landscapes in five types of pediatric cancers.<br />Interpreting the function of noncoding mutations in cancer genomes remains a major challenge. Here, we developed a computational framework to identify putative causal noncoding mutations of all classes by joint analysis of mutation and gene expression data. We identified thousands of SNVs/small indels and structural variants as putative causal mutations in five major pediatric cancers. We experimentally validated the oncogenic role of CHD4 overexpression via enhancer hijacking in B-ALL. We observed a general exclusivity of coding and noncoding mutations affecting the same genes and pathways. We showed that integrated mutation profiles can help define novel patient subtypes with different clinical outcomes. Our study introduces a general strategy to systematically identify and characterize the full spectrum of noncoding mutations in cancers.
- Subjects :
- Lymphoma, B-Cell
Computational biology
Biology
Regulatory Sequences, Nucleic Acid
medicine.disease_cause
Genome
03 medical and health sciences
0302 clinical medicine
Neoplasms
medicine
Humans
Indel
Enhancer
Child
Gene
Research Articles
030304 developmental biology
Cancer
0303 health sciences
Mutation
Multidisciplinary
SciAdv r-articles
Human Genetics
respiratory system
medicine.disease
3. Good health
030220 oncology & carcinogenesis
CHD4
human activities
Function (biology)
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 23752548
- Volume :
- 6
- Issue :
- 30
- Database :
- OpenAIRE
- Journal :
- Science Advances
- Accession number :
- edsair.doi.dedup.....ed2a2f73f0a2ef71c10b0c8afc471ee5