TY - T1 - Systematic mapping of cancer cell target dependencies using high-throughput drug screening in triple-negative breast cancer SN - / UR - http://hdl.handle.net/10138/325869 T3 - A1 - Wang, Tianduanyi; Gautam, Prson; Rousu, Juho; Aittokallio, Tero A2 - PB - Y1 - 2020 LA - eng AB - While high-throughput drug screening offers possibilities to profile phenotypic responses of hundreds of compounds, elucidation of the cell context-specific mechanisms of drug action requires additional analyses. To that end, we developed a computational target deconvolution pipeline that identifies the key target dependencies based on collective drug response patterns in each cell line separately. The pipeline combines quantitative drug-cell line responses with drug-target interaction networks ... VO - IS - SP - OP - KW - Target addiction; Cancer vulnerability; Functional dependency; Gene essentiality; Drug screening; Multi-targeted treatments; EXPRESSION; POLYPHARMACOLOGY; DECONVOLUTION; OPPORTUNITIES; SENSITIVITY; CHALLENGES; ADDICTION; EFFICACY; 1182 Biochemistry, cell and molecular biology N1 - PP - ER -