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By Cancer Data Science (4525279)


Cancer cell line genetic dependencies estimated using the DEMETER2 model. DEMETER2 is applied to three large-scale RNAi screening datasets: the Broad Institute Project Achilles, Novartis Project DRIVE, and the Marcotte et al. breast cell line dataset. The model is also applied to generate a combined dataset of gene dependencies covering a total of 712 unique cancer cell lines. For more information visit <div><br></div><div>Visit the Cancer Dependency Map portal at to explore related datasets. Email questions to </div><div><div><br><div>This dataset includes gene dependencies estimated using the DEMETER2 model, the raw input datasets used to fit the models, as well as associated metadata. See Readme file for more details about the dataset contents and version history.</div></div></div><div><br></div><div>-------------------------------------------------------------------</div><div>Version history: (see README for more details)</div><div><div>-------------------------------------------------------------------</div></div><div><div>v1: Initial data release</div><div><br></div><div>v2: </div><div>- Removed small number of non-human genes (e.g. GFP, RFP) from shRNA-to-gene mapping</div><div>- Updated cell line names to be consistent with DepMap names, according to the following map (old -> new):</div></div><div><br></div><div>v3: Added estimated seed effect matrices</div><div><br></div><div>v4: Added RNAseq and mutation data files used in analysis for manuscript</div><div><br></div><div><div>v5: Fixed minor bug with Marcotte LFC data that caused hairpins targeting multiple genes to appear multiple times in the LFC matrix. This created bias in the seed effect estimates for those hairpins, causing very minor differences to the resulting model parameters.</div></div><div><br></div

Topics: Bioinformatics, Cancer Cell Biology, RNAi knockdown experiments
Year: 2018
DOI identifier: 10.6084/m9.figshare.6025238.v5
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Provided by: FigShare
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