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Using RNA-sequencing to Detect Novel Splice Variants Related to Drug Resistance in In Vitro Cancer Models
Published on: December 9, 2016
RNA interference (RNAi) screening approach identifies agents that enhance paclitaxel activity in breast cancer cells
Joshua A Bauer1, Fei Ye, Clayton B Marshall
1Department of Biochemistry, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2200 Pierce Avenue, Nashville, TN 37232, USA. josh.bauer@vanderbilt.edu
Introduction:
Paclitaxel is a widely used drug in the treatment of patients with locally advanced and metastatic breast cancer. However, only a small portion of patients have a complete response to paclitaxel-based chemotherapy, and many patients are resistant. Strategies that increase sensitivity and limit resistance to paclitaxel would be of clinical use, especially for patients with triple-negative breast cancer (TNBC).
Methods:
We generated a gene set from overlay of the druggable genome and a collection of genomically deregulated gene transcripts in breast cancer. We used loss-of-function RNA interference (RNAi) to identify gene products in this set that, when targeted, increase paclitaxel sensitivity. Pharmacological agents that targeted the top scoring hits/genes from our RNAi screens were used in combination with paclitaxel, and the effects on the growth of various breast cancer cell lines were determined.
Results:
RNAi screens performed herein were validated by identification of genes in pathways that, when previously targeted, enhanced paclitaxel sensitivity in the pre-clinical and clinical settings. When chemical inhibitors, CCT007093 and mithramycin, against two top hits in our screen, PPMID and SP1, respectively, were used in combination with paclitaxel, we observed synergistic growth inhibition in both 2D and 3D breast cancer cell cultures. The transforming growth factor beta (TGFbeta) receptor inhibitor, LY2109761, that targets the signaling pathway of another top scoring hit, TGFbeta1, was synergistic with paclitaxel when used in combination on select breast cancer cell lines grown in 3D culture. We also determined the relative paclitaxel sensitivity of 22 TNBC cell lines and identified 18 drug-sensitive and four drug-resistant cell lines. Of significance, we found that both CCT007093 and mithramycin, when used in combination with paclitaxel, resulted in synergistic inhibition of the four paclitaxel-resistant TNBC cell lines.
Conclusions:
RNAi screening can identify druggable targets and novel drug combinations that can sensitize breast cancer cells to paclitaxel. This genomic-based approach can be applied to a multitude of tumor-derived cell lines and drug treatments to generate requisite pre-clinical data for new drug combination therapies to pursue in clinical investigations.
Insights
This study used RNA interference screening to identify new drug combinations that enhance paclitaxel sensitivity in breast cancer, particularly for triple-negative breast cancer (TNBC) resistant to treatment.
Area of Science:
- Genomics
- Cancer Biology
- Pharmacology
Background:
- Paclitaxel is a key chemotherapy for advanced breast cancer, but resistance limits its effectiveness, especially in triple-negative breast cancer (TNBC).
- Developing strategies to overcome paclitaxel resistance is crucial for improving patient outcomes.
Purpose of the Study:
- To identify novel drug targets and combinations that can sensitize breast cancer cells to paclitaxel.
- To explore these combinations in preclinical models, including paclitaxel-resistant TNBC cell lines.
Main Methods:
- Generated a gene set from the druggable genome and deregulated breast cancer transcripts.
- Utilized loss-of-function RNA interference (RNAi) screens to identify genes that enhance paclitaxel sensitivity when targeted.
- Tested pharmacological agents targeting top RNAi hits in combination with paclitaxel on breast cancer cell lines.
Main Results:
- RNAi screens identified known pathways that enhance paclitaxel sensitivity.
- Combinations of paclitaxel with inhibitors of PPM1D (CCT007093) and SP1 (mithramycin) showed synergistic growth inhibition.
- A TGF-beta receptor inhibitor (LY2109761) also demonstrated synergy with paclitaxel in 3D cultures.
- Crucially, CCT007093 and mithramycin synergized with paclitaxel to inhibit paclitaxel-resistant TNBC cell lines.
Conclusions:
- RNAi screening is effective in identifying druggable targets and novel drug combinations to sensitize breast cancer to paclitaxel.
- This genomic approach provides preclinical data for developing new combination therapies for clinical investigation.
- The identified drug combinations show promise for overcoming paclitaxel resistance in TNBC.
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