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Discovery of Driver Genes in Colorectal HT29-derived Cancer Stem-Like Tumorspheres
Published on: July 22, 2020
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Cis-regulatory mutations with driver hallmarks in major cancers
Zhongshan Cheng1, Michael Vermeulen1, Micheal Rollins-Green1
1Department of Biology, Queen's University, Kingston, ON K7L 3N6, Canada.
Iscience
|March 5, 2021
Summary
Identifying non-coding mutations in cancer genomes is difficult. This study found 320 somatic non-coding mutations that impact gene expression, acting as potential drivers in cancer.
Area of Science:
- Genomics
- Cancer Biology
- Bioinformatics
Background:
- Complete tumor genome sequences are available, but identifying disease-causing non-coding mutations remains a challenge.
- Only a limited number of validated non-coding driver mutations have been identified to date.
Purpose of the Study:
- To identify somatic non-coding mutations that affect gene expression in cis.
- To characterize the functional impact and hallmarks of non-coding driver mutations.
Main Methods:
- Integration of whole-genome sequencing, genetic data, and allele-specific gene expression data from The Cancer Genome Atlas (TCGA).
- Identification and clustering of somatic non-coding mutations within cis-regulatory elements.
- Analysis of mutation impact on transcription factor binding motifs and gene expression.
Main Results:
- Identified 320 somatic non-coding mutations affecting gene expression in cis (FDR<0.25).
- These mutations cluster in 47 cis-regulatory elements, modulating gene expression via diverse mechanisms.
- Mutations preferentially disrupt transcription factor binding motifs and are associated with selective advantage, increased oncogene, and decreased tumor suppressor expression.
Conclusions:
- Discovered a significant number of somatic non-coding mutations with potential driver roles in cancer.
- These non-coding mutations exhibit key features of drivers, impacting gene regulation and cellular fitness.
- Provides a foundation for further investigation into non-coding mutations as therapeutic targets.
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