Diverse noncoding mutations contribute to deregulation of cis-regulatory landscape in pediatric cancers

Bing He1, Peng Gao1, Yang-Yang Ding1,2

  • 1Division of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.

Science Advances
|August 25, 2020
PubMed

Insights

This study presents a computational framework to identify noncoding mutations in pediatric cancers. The approach aids in understanding cancer genomes and defining new patient subtypes with distinct clinical outcomes.

Area of Science:

  • Genomics
  • Cancer Research
  • Computational Biology

Background:

  • Interpreting noncoding mutations in cancer genomes is challenging.
  • Noncoding regions play a crucial role in cancer development.

Purpose of the Study:

  • To develop a computational framework for identifying causal noncoding mutations.
  • To characterize the full spectrum of noncoding mutations in pediatric cancers.

Main Methods:

  • Joint analysis of mutation and gene expression data.
  • Identification of single nucleotide variants (SNVs), small insertions/deletions (indels), and structural variants.
  • Experimental validation of identified mutations.

Main Results:

  • Thousands of putative causal noncoding mutations identified in five pediatric cancers.
  • Oncogenic role of CHD4 overexpression via enhancer hijacking validated in B-ALL.
  • Exclusivity observed between coding and noncoding mutations affecting the same genes/pathways.
  • Integrated mutation profiles defined novel patient subtypes with different clinical outcomes.

Conclusions:

  • The developed framework systematically identifies and characterizes noncoding mutations.
  • Understanding noncoding mutations is essential for comprehensive cancer genome analysis.
  • This strategy can aid in defining new therapeutic strategies and patient stratification.

Related Concept Videos

Epigenetic Regulation01:37

Epigenetic Regulation

Epigenetic changes alter the physical structure of the DNA without changing the genetic sequence and often regulate whether genes are turned on or off. This regulation ensures that each cell produces only proteins necessary for its function. For example, proteins that promote bone growth are not produced in muscle cells. Epigenetic mechanisms play an essential role in healthy development. Conversely, precisely regulated epigenetic mechanisms are disrupted in diseases like cancer.
X-chromosome...
3.6K
Epigenetic Regulation01:46

Epigenetic Regulation

Epigenetic mechanisms play an essential role in healthy development. Conversely, precisely regulated epigenetic mechanisms are disrupted in diseases like cancer.
33.1K
Cis-regulatory Sequences02:02

Cis-regulatory Sequences

Cis-regulatory sequences are short fragments of non-coding DNA that are present on the same chromosomes as the genes that they regulate. These fragments serve as binding sites for transcriptional regulators, proteins that are responsible for controlling gene transcription and differential gene expression across cell types in eukaryotes. Cis-regulatory sequences can be close to the gene of interest or thousands of bases away in the DNA sequence; however, those sequences that are further away are...
11.4K
Cis-regulatory Sequences02:02

Cis-regulatory Sequences

3.8K
mTOR Signaling and Cancer Progression03:03

mTOR Signaling and Cancer Progression

The mammalian target of rapamycin or mTOR protein was discovered in 1994 due to its direct interaction with rapamycin. The protein gets its name from a yeast homolog called TOR. The mTOR protein complex in mammalian cells plays a major role in balancing anabolic processes such as the synthesis of proteins, lipids, and nucleotides and catabolic processes, such as autophagy in response to environmental cues, such as availability of nutrients and growth factors.
The mTOR pathway or the...
4.5K
Interactions Between Signaling Pathways01:19

Interactions Between Signaling Pathways

Signaling cascades usually lack linearity. Multiple pathways interact and regulate one another, allowing cells to integrate and respond to diverse environmental stimuli.
Convergence and divergence, and cross-talk between signaling pathways
Two distinct signaling pathways can converge on a single functional unit, which may either be a single protein or a complex of proteins. The response is either functionally distinct or synergistic between the two pathways but different from the response...
7.0K