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Using an Automated Cell Counter to Simplify Gene Expression Studies: siRNA Knockdown of IL-4 Dependent Gene Expression in Namalwa Cells
Published on: April 14, 2010
A cmap-enabled gene expression signature-matching approach identifies small-molecule inducers of accelerated cell
Ding Wu1, Brett Pepowski1, Satoe Takahashi2
1Department of Molecular Genetics and Cell Biology and Ludwig Center for Metastasis Research, The University of Chicago, 929 East 57th Street, GCIS W522A, Chicago, IL, 60637, USA.
Background:
Diverse stresses including genotoxic therapy can induce proliferating cancer cells to undergo cellular senescence and take on the characteristic phenotypes of replicative cellular aging. This accelerated or therapy-induced senescence has been alternatively proposed to contribute to therapeutic efficacy or resistance. Toward better understanding this cell state, we sought to define the core transcriptome of accelerated senescence in cancer cells.
Results:
We examined senescence induced by ionizing irradiation or ectopic overexpression of the stoichiometric cyclin-dependent kinase (CDK) inhibitor p21CIP/WAF1/SDI1 in the human breast cancer cell line MCF7. While radiation produces a strong DNA damage response, ectopic expression of p21 arrests cell cycle progression independently of DNA damage. Both conditions promoted senescence within 5 days. Microarray analysis revealed 378 up- and 391 down-regulated genes that were shared between the two conditions, representing a candidate signature. Systems analysis of the shared differentially expressed genes (DEGs) revealed strong signals for cell cycle control and DNA damage response pathways and predicted multiple upstream regulators previously linked to senescence. Querying the shared DEGs against the Connectivity Map (cmap) database of transcriptional responses to small molecules yielded 20 compounds that induce a similar gene expression pattern in MCF7 cells. Of 16 agents evaluated, six induced senescence on their own. Of these, the selective estrogen receptor degrader fulvestrant and the histone acetyltransferase inhibitor vorinostat did so without causing chromosomal damage.
Conclusions:
Using a systems biology approach with experimental validation, we have defined a core gene expression signature for therapy-induced senescence.
Insights
Researchers identified a core gene expression signature for therapy-induced senescence in cancer cells. This discovery aids in understanding cellular aging and potential therapeutic strategies against cancer.
Area of Science:
- Cancer Biology
- Cellular Senescence
- Genomics
Background:
- Cancer cells can undergo senescence due to various stresses, including genotoxic therapy.
- Therapy-induced senescence may influence cancer treatment efficacy or resistance.
- Understanding this cell state is crucial for cancer research.
Purpose of the Study:
- To define the core transcriptome of accelerated senescence in cancer cells.
- To identify a gene expression signature for therapy-induced senescence.
Main Methods:
- Inducing senescence in MCF7 breast cancer cells via ionizing irradiation or p21 overexpression.
- Utilizing microarray analysis to identify shared differentially expressed genes (DEGs).
- Applying systems analysis and querying the Connectivity Map database.
Main Results:
- Identified 378 upregulated and 391 downregulated genes shared between senescence induction methods.
- Systems analysis revealed cell cycle control and DNA damage response pathways.
- 20 compounds were identified that mimic the senescence gene expression pattern; six induced senescence independently.
Conclusions:
- A core gene expression signature for therapy-induced senescence has been defined.
- This signature was identified using a systems biology approach with experimental validation.
- The findings provide a foundation for further research into senescence-targeting cancer therapies.
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