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Utilizing Functional Genomics Screening to Identify Potentially Novel Drug Targets in Cancer Cell Spheroid Cultures
Published on: December 26, 2016
Bioinformatics driven discovery of small molecule compounds that modulate the FOXM1 and PPARA pathway activities in
Shujun Huang1, Pingzhao Hu2, Ted M Lakowski3,4
1College of Pharmacy, University of Manitoba, Apotex Centre, 750 McDermot Avenue, Winnipeg, MB, R3E 0T5, Canada.
Abstract:
Our previous studies demonstrated that the FOXM1 pathway is upregulated and the PPARA pathway downregulated in breast cancer (BC), and especially in the triple negative breast cancer (TNBC) subtype. Targeting the two pathways may offer potential therapeutic strategies to treat BC, especially TNBC which has the fewest effective therapies available among all BC subtypes. In this study we identified small molecule compounds that could modulate the PPARA and FOXM1 pathways in BC using two methods. In the first method, data were initially curated from the Connectivity Map (CMAP) database, which provides the gene expression profiles of MCF7 cells treated with different compounds as well as paired controls. We then calculated the changes in the FOXM1 and PPARA pathway activities from the compound-induced gene expression profiles under each treatment to identify compounds that produced a decreased activity in the FOXM1 pathway or an increased activity in the PPARA pathway. In the second method, the CMAP database tool was used to identify compounds that could reverse the expression pattern of the two pathways in MCF7 cells. Compounds identified as repressing the FOXM1 pathway or activating the PPARA pathway by the two methods were compared. We identified 19 common compounds that could decrease the FOXM1 pathway activity scores and reverse the FOXM1 pathway expression pattern, and 13 common compounds that could increase the PPARA pathway activity scores and reverse the PPARA pathway expression pattern. It may be of interest to validate these compounds experimentally to further investigate their effects on TNBCs.
Insights
Researchers identified compounds that modulate FOXM1 and PPARA pathways in breast cancer (BC). These compounds may offer new therapeutic strategies for triple-negative breast cancer (TNBC), a subtype with limited treatment options.
Area of Science:
- Oncology
- Molecular Biology
- Pharmacology
Background:
- FOXM1 pathway is upregulated, while PPARA pathway is downregulated in breast cancer (BC), particularly in triple-negative breast cancer (TNBC).
- TNBC lacks effective therapeutic options, highlighting the need for novel treatment strategies.
Purpose of the Study:
- To identify small molecule compounds that can modulate the FOXM1 and PPARA pathways in BC.
- To find potential therapeutic agents for BC, with a focus on TNBC.
Main Methods:
- Utilized the Connectivity Map (CMAP) database containing gene expression profiles of MCF7 cells treated with various compounds.
- Employed two methods: calculating pathway activity changes and using CMAP tool to reverse pathway expression patterns.
Main Results:
- Identified 19 common compounds decreasing FOXM1 pathway activity and reversing its expression pattern.
- Identified 13 common compounds increasing PPARA pathway activity and reversing its expression pattern.
Conclusions:
- The identified compounds show potential for modulating FOXM1 and PPARA pathways in BC.
- Experimental validation of these compounds is warranted to explore their efficacy against TNBC.
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