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CRISPR Gene Editing Tool for MicroRNA Cluster Network Analysis
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Genome-wide perturbations by miRNAs map onto functional cellular pathways, identifying regulators of chromatin
Tyler J Moss1, Zijun Luo1, Elena G Seviour1
1Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
NPJ Systems Biology and Applications
|July 21, 2017
Summary
MicroRNAs (miRNAs) regulate gene expression and cellular pathways. This study mapped miRNA effects on proteins and phosphoproteins in cancer cells, revealing new therapeutic targets for diseases.
Area of Science:
- Molecular Biology
- Systems Biology
- Cancer Research
Background:
- MicroRNA (miRNA) regulation of gene expression is vital for cellular function and disease development.
- The complex interplay between miRNAs, their mRNA targets, and cellular pathways at the protein level requires further elucidation.
- Understanding miRNA dysregulation is crucial for developing targeted therapies.
Purpose of the Study:
- To investigate the systems-wide effects of miRNA expression on protein and phosphoprotein levels in breast and ovarian cancer cells.
- To elucidate the functional impact of miRNAs on cellular pathways.
- To identify novel miRNA-protein networks and potential therapeutic targets.
Main Methods:
- Utilized reverse-phase protein array (RPPA) to measure protein changes in cancer cell lines (MDA-MB-231, SKOV3.ip1, HEYA8).
- Transfected cells with a library of 879 human miRNA mimics to perturb miRNA expression.
- Employed Gaussian graphical modeling for de novo phosphoprotein network estimation.
Main Results:
- Identified five broad functional clusters of miRNA action, indicating significant overlap in miRNA effects on cellular pathways.
- Discovered novel miRNA/cell cycle protein networks with functional validation.
- Revealed known and novel protein interactions in phosphoprotein networks, consistent with patient tumor data.
- Identified miR-365a as a miRNA associated with poor survival, with anti-miR-365 reducing tumor formation in vivo.
Conclusions:
- Established new connections between miRNAs and cellular pathways by analyzing miRNA-induced protein and phosphoprotein alterations.
- Demonstrated the potential for targeting dysregulated pathways with miRNA-based therapeutics.
- Highlighted the significance of miR-365a as a potential therapeutic target in cancer.
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