Deep characterization of cancer drugs


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Documentation for package ‘DeepTarget’ version 0.99.19

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computeCor Compute a correlation between the every gene vs each drug response
Depmap2DeepTarget Retrieval and preparation of input data required from Depmap to Deeptarget package.
DMB Predicting Drug Mutant Binding for mutant or non-mutant form
DoInteractExp Compute the interaction between the drug and KO expression
DoInteractMutant Compute interaction between the drug and KO expression in term of mutant vs non-mutant
DoPWY Provide a probability score for each pathway for the primary of mechanism of action (MOA) of a drug
DTR Predicting Drug Target Response (DTR) for primary or secondary targets
OntargetM An object containing a small part of the data from the Cancer Dependency Map (depmap.org) to demonstrate in DeepTarget pipeline
plotCor Plot the correlation
plotSim Plot the similarty between corelation values and P vals for all genes. The top 5 genes are labeled.
PredMaxSim Predict the most similar gene to the drug response
PredTarget Prediction of the most similar known targeted gene.