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Updated: Nov 11, 2025

Pooled CRISPR-Based Genetic Screens in Mammalian Cells
Published on: September 4, 2019
Detection of phenotype-specific therapeutic vulnerabilities in breast cells using a CRISPR loss-of-function screen
Anna Barkovskaya1,2, Craig M Goodwin3, Kotryna Seip1
1Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway.
Abstract:
Cellular phenotype plasticity between the epithelial and mesenchymal states has been linked to metastasis and heterogeneous responses to cancer therapy, and remains a challenge for the treatment of triple-negative breast cancer (TNBC). Here, we used isogenic human breast epithelial cell lines, D492 and D492M, representing the epithelial and mesenchymal phenotypes, respectively. We employed a CRISPR-Cas9 loss-of-function screen targeting a 2240-gene 'druggable genome' to identify phenotype-specific vulnerabilities. Cells with the epithelial phenotype were more vulnerable to the loss of genes related to EGFR-RAS-MAPK signaling, while the mesenchymal-like cells had increased sensitivity to knockout of G2 -M cell cycle regulators. Furthermore, we discovered knockouts that sensitize to the mTOR inhibitor everolimus and the chemotherapeutic drug fluorouracil in a phenotype-specific manner. Specifically, loss of EGFR and fatty acid synthase (FASN) increased the effectiveness of the drugs in the epithelial and mesenchymal phenotypes, respectively. These phenotype-associated genetic vulnerabilities were confirmed using targeted inhibitors of EGFR (gefitinib), G2 -M transition (STLC), and FASN (Fasnall). In conclusion, a CRISPR-Cas9 loss-of-function screen enables the identification of phenotype-specific genetic vulnerabilities that can pinpoint actionable targets and promising therapeutic combinations.
Insights
This study identifies specific gene vulnerabilities in triple-negative breast cancer (TNBC) cells based on their epithelial or mesenchymal state. Discovering these phenotype-specific weaknesses offers new therapeutic targets for TNBC treatment.
Area of Science:
- Oncology
- Genomics
- Cell Biology
Background:
- Cellular plasticity between epithelial and mesenchymal states impacts cancer metastasis and therapy response.
- Triple-negative breast cancer (TNBC) presents a significant therapeutic challenge due to this plasticity.
Purpose of the Study:
- To identify phenotype-specific genetic vulnerabilities in TNBC using a large-scale genetic screen.
- To uncover potential therapeutic targets and drug combinations tailored to distinct cancer cell phenotypes.
Main Methods:
- Utilized CRISPR-Cas9 loss-of-function screening on isogenic epithelial (D492) and mesenchymal (D492M) human breast cancer cell lines.
- Targeted a 2240-gene 'druggable genome' to identify genes essential for each phenotype.
- Validated findings using targeted inhibitors against identified pathways and genes.
Main Results:
- Epithelial cells showed vulnerability to loss of EGFR-RAS-MAPK signaling genes.
- Mesenchymal cells were sensitive to depletion of G2-M cell cycle regulators.
- Specific gene knockouts (EGFR, FASN) sensitized epithelial and mesenchymal cells to everolimus and fluorouracil, respectively.
Conclusions:
- CRISPR-Cas9 screening effectively identifies phenotype-specific vulnerabilities in cancer cells.
- These vulnerabilities highlight actionable targets and novel therapeutic strategies for TNBC.
- Targeting phenotype-specific weaknesses can improve treatment efficacy and overcome therapeutic resistance.

