Detection of phenotype-specific therapeutic vulnerabilities in breast cells using a CRISPR loss-of-function screen

使用 CRISPR 功能丧失筛查检测乳腺细胞中表型特异性治疗脆弱性

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作者:Anna Barkovskaya, Craig M Goodwin, Kotryna Seip, Bylgja Hilmarsdottir, Solveig Pettersen, Clint Stalnecker, Olav Engebraaten, Eirikur Briem, Channing J Der, Siver A Moestue, Thorarinn Gudjonsson, Gunhild M Maelandsmo, Lina Prasmickaite

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.

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