Analysis of Large-Scale Pharmacogenomic Data


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Documentation for package ‘PharmacoGx’ version 2.0.8

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.PharmacoSet A Class to Contain PharmacoGenomic datasets together with their curations
amcc Adaptive Matthews Correlation Coefficient
availablePSets Return a table of PharmacoSets available for download
callingWaterfall Drug sensitivity calling using waterfall plots
CCLEsmall Cancer Cell Line Encyclopedia (CCLE) Example PharmacoSet
cellInfo-method A Class to Contain PharmacoGenomic datasets together with their curations
cellInfo<--method cellInfo<- Generic
cellNames-method A Class to Contain PharmacoGenomic datasets together with their curations
cellNames<--method A Class to Contain PharmacoGenomic datasets together with their curations
checkPsetStructure A function to verify the structure of a PharmacoSet
CMAPsmall Connectivity Map Example PharmacoSet
computeABC Fits dose-response curves to data given by the user and returns the ABC of the fitted curves.
computeAmax Fits dose-response curves to data given by the user and returns the Amax of the fitted curve. Amax: 100 - viability at maximum concentarion (in fitted curve)
computeAUC Computes the AUC for a Drug Dose Viability Curve
computeIC50 Computes the ICn for any n in 0-100 for a Drug Dose Viability Curve
computeICn Computes the ICn for any n in 0-100 for a Drug Dose Viability Curve
computeSlope Return Slope (normalized slope of the drug response curve) for an experiment of a pSet by taking its concentration and viability as input.
connectivityScore Function computing connectivity scores between two signatures
cosinePerm Cosine Permuations
dateCreated-method A Class to Contain PharmacoGenomic datasets together with their curations
dim-method Get the dimensions of a PharmacoSet
downloadPertSig Download Drug Perturbation Signatures
downloadPSet Download a PharmacoSet object
drugDoseResponseCurve Plot drug response curve of a given drug and a given cell for a list of pSets (objects of the PharmacoSet class).
drugInfo drugInfo Generic
drugInfo-method A Class to Contain PharmacoGenomic datasets together with their curations
drugInfo<- drugInfo<- Generic
drugInfo<--method A Class to Contain PharmacoGenomic datasets together with their curations
drugNames drugNames Generic
drugNames-method A Class to Contain PharmacoGenomic datasets together with their curations
drugNames<- drugNames<- Generic
drugNames<--method A Class to Contain PharmacoGenomic datasets together with their curations
drugPerturbationSig Creates a signature representing gene expression (or other molecular profile) change induced by administrating a drug, for use in drug effect analysis.
drugSensitivitySig Creates a signature representing the association between gene expression (or other molecular profile) and drug dose response, for use in drug sensitivity analysis.
featureInfo-method A Class to Contain PharmacoGenomic datasets together with their curations
featureInfo<--method A Class to Contain PharmacoGenomic datasets together with their curations
filterNoisyCurves Viability measurements in dose-reponse curves must remain stable or decrease monotonically reflecting response to the drug being tested. filterNoisyCurves flags dose-response curves that strongly violate these assumptions.
fNames-method A Class to Contain PharmacoGenomic datasets together with their curations
fNames<--method fNames<-
GDSCsmall Genomics of Drug Sensitivity in Cancer Example PharmacoSet
geneDrugSensitivity Calcualte The Gene Drug Sensitivity
gwc GWC Score
HDAC_genes HDAC Gene Signature
intersectPSet Intersects objects of the PharmacoSet class, subsetting them to the common drugs and/or cell lines as selected by the user.
logLogisticRegression Fits curves of the form E = E_inf + (1 - E_inf)/(1 + (c/EC50)^HS) to dose-response data points (c, E) given by the user and returns a vector containing estimates for HS, E_inf, and EC50.
mcc Compute a Mathews Correlation Coefficient
mDataNames-method mDataNames
molecularProfiles-method A Class to Contain PharmacoGenomic datasets together with their curations
molecularProfiles<--method A Class to Contain PharmacoGenomic datasets together with their curations
name-method A Class to Contain PharmacoGenomic datasets together with their curations
pertNumber-method A Class to Contain PharmacoGenomic datasets together with their curations
pertNumber<--method A Class to Contain PharmacoGenomic datasets together with their curations
PharmacoSet PharmacoSet constructor
PharmacoSet-class A Class to Contain PharmacoGenomic datasets together with their curations
phenoInfo-method A Class to Contain PharmacoGenomic datasets together with their curations
phenoInfo<--method A Class to Contain PharmacoGenomic datasets together with their curations
plot.PharmacoSig Plots a PharmacoSig object into a Volcano Plot
sensitivityInfo-method A Class to Contain PharmacoGenomic datasets together with their curations
sensitivityInfo<--method A Class to Contain PharmacoGenomic datasets together with their curations
sensitivityMeasures-method A Class to Contain PharmacoGenomic datasets together with their curations
sensitivityProfiles-method A Class to Contain PharmacoGenomic datasets together with their curations
sensitivityProfiles<--method A Class to Contain PharmacoGenomic datasets together with their curations
sensNumber-method A Class to Contain PharmacoGenomic datasets together with their curations
sensNumber<--method A Class to Contain PharmacoGenomic datasets together with their curations
show-method Show a PharamcoSet
show-method Show PharmacoGx Signatures
showSigAnnot Show the Annotations of a signature object
subsetTo A function to subset a PharmacoSet to data containing only specified drugs, cells and genes
summarizeMolecularProfiles Takes molecular data from a PharmacoSet, and summarises them into one entry per drug
summarizeSensitivityProfiles Takes the sensitivity data from a PharmacoSet, and summarises them into a drug vs cell line table
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