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Detecting Somatic Genetic Alterations in Tumor Specimens by Exon Capture and Massively Parallel Sequencing
Published on: October 18, 2013
"Lineage addiction" in human cancer: lessons from integrated genomics
L A Garraway1, B A Weir, X Zhao
1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA.
Abstract:
Genome-era advances in the field of oncology endorse the notion that many tumors may prove vulnerable to targeted therapeutic avenues once their salient molecular alterations are elucidated. Accomplishing this requires both detailed genomic characterization and the ability to identify in situ the critical dependencies operant within individual tumors. To this end, DNA microarray platforms such as high-density single-nucleotide polymorphism (SNP) arrays enable large-scale cancer genome characterization, including copy number and loss-of-heterozygosity analyses at high resolution. Clustering analyses of SNP array data from a large collection of tumor samples and cell lines suggest that certain copy number alterations correlate strongly with the tissue of origin. Such lineage-restricted alterations may harbor novel cancer genes directing genesis or progression of tumors from distinct tissue types. We have explored this notion through combined analysis of genome-scale data sets from the NCI60 cancer cell line collection. Here, several melanoma cell lines clustered on the basis of increased dosage at a region of chromosome 3p containing the master melanocyte regulator MITF. Combined analysis of gene expression data and additional functional studies established MITF as an amplified oncogene in melanoma. MITF may therefore represent a nodal point within a critical lineage survival pathway operant in a subset of melanomas. These findings suggest that, like oncogene addiction, "lineage addiction" may represent a fundamental tumor survival mechanism with important therapeutic implications.
Insights
Scientists identified MITF as an amplified oncogene in melanoma, suggesting "lineage addiction" is a key tumor survival mechanism. This discovery has significant implications for developing targeted cancer therapies.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- Targeted cancer therapies require understanding tumor-specific molecular alterations.
- High-density single-nucleotide polymorphism (SNP) arrays facilitate high-resolution genomic characterization of tumors.
- Lineage-restricted copy number alterations may indicate novel cancer genes.
Purpose of the Study:
- To investigate the role of lineage-restricted genomic alterations in cancer.
- To identify critical dependencies within individual tumors using genome-scale data.
- To explore the therapeutic implications of "lineage addiction" in melanoma.
Main Methods:
- Utilized DNA microarray platforms, specifically high-density SNP arrays, for cancer genome characterization.
- Performed clustering analyses on SNP array data from a large collection of tumor samples and cell lines.
- Conducted combined analysis of gene expression data and functional studies on the NCI60 cancer cell line collection.
Main Results:
- Identified a strong correlation between certain copy number alterations and tissue of origin.
- Discovered increased dosage of the MITF gene in melanoma cell lines, located on chromosome 3p.
- Established MITF as an amplified oncogene in melanoma through integrated genomic and functional analyses.
Conclusions:
- MITF amplification in melanoma suggests a "lineage addiction" survival mechanism, analogous to oncogene addiction.
- MITF may function as a nodal point in a critical lineage survival pathway in a subset of melanomas.
- Understanding lineage addiction offers potential new avenues for targeted cancer therapeutics.
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