From 4e4f1e9a94af987b446e75cd04fc5c90b9e86b2f Mon Sep 17 00:00:00 2001 From: Benjamin Haibe-Kains Date: Fri, 8 Jan 2016 08:49:25 +0000 Subject: [PATCH] version 1.1.4 --- DESCRIPTION | 13 +- MD5 | 170 ++++---- NAMESPACE | 3 +- R/GWC.R | 35 +- R/LogLogisticRegression.R | 89 ++-- R/PharmacoSetClass.R | 607 +++++++++++++++++----------- R/combineTest.R | 44 +- R/computeAUC.R | 1 + R/computeDrugSensitivity.R | 4 +- R/computeIC50.R | 24 +- R/connectivityScore.R | 70 ++-- R/corWeighted.R | 4 +- R/downloadPSet.R | 2 +- R/downloadSignatures.R | 1 + R/drugDoseResponseCurve.R | 7 +- R/drugPerturbationSig.R | 16 +- R/drugSensitivitySig.R | 46 +-- R/geneDrugPerturbation.R | 84 ++-- R/intersectList.R | 5 +- R/intersectPSets.R | 41 +- R/rankGeneDrugPerturbation.R | 198 ++++----- R/rankGeneDrugSensitivity.R | 18 +- R/signatureClass.R | 26 +- R/summarizeSensitivityProfiles.R | 52 +-- R/unionList.R | 5 +- build/vignette.rds | Bin 282 -> 283 bytes data/CCLEsmall.rda | Bin 1576768 -> 1577488 bytes inst/doc/CreatingPharmacoSet.pdf | Bin 127264 -> 127353 bytes inst/doc/PharmacoGx.R | 6 +- inst/doc/PharmacoGx.Rnw | 4 +- inst/doc/PharmacoGx.pdf | Bin 264326 -> 264478 bytes man/CCLEsmall.Rd | 2 +- man/CMAPsmall.Rd | 2 +- man/GDSCsmall.Rd | 2 +- man/HDAC_genes.Rd | 4 +- man/LogLogisticRegression.Rd | 40 +- man/PharmacoSet-class.Rd | 50 +-- man/PharmacoSet.Rd | 10 +- man/availablePSets.Rd | 4 +- man/cellInfo-set.Rd | 7 +- man/cellInfo.Rd | 7 +- man/cellNames-set.Rd | 7 +- man/cellNames.Rd | 7 +- man/checkPSetStructure.Rd | 3 +- man/computeAUC.Rd | 9 +- man/computeIC50.Rd | 6 +- man/connectivityScore.Rd | 9 +- man/dateCreated.Rd | 7 +- man/downloadPSet.Rd | 5 +- man/downloadPertSig.Rd | 7 +- man/drugDoseResponseCurve.Rd | 26 +- man/drugInfo-set.Rd | 7 +- man/drugInfo.Rd | 7 +- man/drugNames-set.Rd | 7 +- man/drugNames.Rd | 7 +- man/drugPerturbationSig.Rd | 3 +- man/drugSensitivitySig.Rd | 15 +- man/featureInfo-set.Rd | 7 +- man/featureInfo.Rd | 7 +- man/featureNames.Rd | 7 +- man/{GWC.Rd => gwc.Rd} | 17 +- man/intersectList.Rd | 3 +- man/intersectPSet.Rd | 16 +- man/molecularProfiles-set.Rd | 7 +- man/molecularProfiles.Rd | 7 +- man/pSetName.Rd | 7 +- man/pertNumber-set.Rd | 7 +- man/pertNumber.Rd | 7 +- man/phenoInfo-set.Rd | 11 +- man/phenoInfo.Rd | 7 +- man/sensNumber-set.Rd | 7 +- man/sensNumber.Rd | 7 +- man/sensitivityInfo-set.Rd | 7 +- man/sensitivityInfo.Rd | 7 +- man/sensitivityMeasures.Rd | 7 +- man/sensitivityProfiles-set.Rd | 7 +- man/sensitivityProfiles.Rd | 7 +- man/show-PharmacoSet-method.Rd | 7 +- man/show-PharmacoSig-method.Rd | 2 +- man/showSigAnnot.Rd | 2 +- man/sub-PharmacoSet-method.Rd | 2 +- man/subsetTo.Rd | 3 +- man/summarizeMolecularProfiles.Rd | 3 +- man/summarizeSensitivityProfiles.Rd | 5 +- man/unionList.Rd | 3 +- vignettes/PharmacoGx.Rnw | 4 +- 86 files changed, 1178 insertions(+), 847 deletions(-) rename man/{GWC.Rd => gwc.Rd} (75%) diff --git a/DESCRIPTION b/DESCRIPTION index 0b996cf..4f85ba2 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Package: PharmacoGx Type: Package Title: Analysis of Large-Scale Pharmacogenomic Data -Version: 1.1.2 -Date: 2015-11-13 +Version: 1.1.4 +Date: 2016-01-07 Author: Petr Smirnov, Zhaleh Safikhani, Benjamin Haibe-Kains Maintainer: Benjamin Haibe-Kains Description: Contains a set of functions to perform large-scale analysis of pharmacogenomic data. @@ -11,8 +11,11 @@ Suggests: xtable Encoding: UTF-8 Imports: Biobase, piano, magicaxis, RColorBrewer, parallel, caTools, methods, downloader, stats, utils, graphics, grDevices -Depends: R (>= 2.10) +Depends: R (>= 3.2) +RoxygenNote: 5.0.1 +biocViews: GeneExpression, Pharmacogenetics, Pharmacogenomics, Software +BugReports: https://github.com/bhklab/PharmacoGx/issues NeedsCompilation: no -Packaged: 2015-11-14 18:15:28 UTC; bhaibeka +Packaged: 2016-01-08 03:20:24 UTC; bhaibeka Repository: CRAN -Date/Publication: 2015-11-15 10:08:46 +Date/Publication: 2016-01-08 08:49:25 diff --git a/MD5 b/MD5 index 2dd49e0..0260b6d 100644 --- a/MD5 +++ b/MD5 @@ -1,38 +1,38 @@ -468d9b492b0f75714e6f7c392b91f701 *DESCRIPTION -1bd597a4713609793a7c321c1c4f97c6 *NAMESPACE -4ba01e7c2d015b45f2a13b080103922c *R/GWC.R -b0a18cff2ece56d6355de297cc3e9b22 *R/LogLogisticRegression.R -d7b04169a28b6afceaac4e69367a245a *R/PharmacoSetClass.R +e92a9908d0dd44a06c61e1b35f7b485d *DESCRIPTION +bd6c7494d93a3b0afa38d518879670a0 *NAMESPACE +21fba3bc14ef23dcb97d640f1d59444a *R/GWC.R +36f870eff0aefe1fc82a3d6397eeed0b *R/LogLogisticRegression.R +dafc3f6fc1446a572f1d2aeb17bb9cf5 *R/PharmacoSetClass.R 7fc5311088e26947fd7f796d68920596 *R/callingWaterfall.R -e496092258e962d83be708d422f5febd *R/combineTest.R -92182218f6be9ace772c7358c6c9ce11 *R/computeAUC.R -30d9f0646236499db7f4a493a7a3bbcc *R/computeDrugSensitivity.R -212edfd43a7821452141d59d876b821c *R/computeIC50.R -704fea6b6e3d2db306e4106a194a85dd *R/connectivityScore.R -8a79cbad14a50cd227c530e87fed6208 *R/corWeighted.R +2de88f0d96792f6f10113e72ea26871b *R/combineTest.R +a3302d91aa1eaa2292c500cf28c1fe25 *R/computeAUC.R +0592eb19e99d98c9af31649dc780a7bf *R/computeDrugSensitivity.R +9500a5adc669160350e32cf4040c8e0d *R/computeIC50.R +fe757c878abe46edc027f230b92b786e *R/connectivityScore.R +f340171ff08c620039716b3d429e7945 *R/corWeighted.R ca7678f1bc85d22ab5ee29a2451b7275 *R/datasets.R 762d5b92d0c984c4c452b236d35c8413 *R/distancePointLine.R 78db11f22fa6d6c63faf358ecc594b87 *R/distancePointSegment.R -afda89dc0e4155a18342f0cf40e7ed4d *R/downloadPSet.R -e85336078ca805befc4a9124728184d9 *R/downloadSignatures.R -12a5f782a99c648175acdf8ca2b36b04 *R/drugDoseResponseCurve.R -a707f6fd9a322ec7fc7dfe8ec298ae19 *R/drugPerturbationSig.R -ad956833d4796c078934c795cb7f1e6d *R/drugSensitivitySig.R -c3ce0daf64ce4be7f5b598ee43be14ec *R/geneDrugPerturbation.R +9a2028d825e99a3501b5fe2f72c1231d *R/downloadPSet.R +192d6e6664cd01a14e771a206ab66433 *R/downloadSignatures.R +5e42407b9c24065403887a5a7b755c03 *R/drugDoseResponseCurve.R +ab19f171d4b0576453c4918c4468ab9f *R/drugPerturbationSig.R +bb16d9c46b3e6b8371afc46814417b2d *R/drugSensitivitySig.R +f0b0649a538d904112b224c7265f4a38 *R/geneDrugPerturbation.R 17d2bb22e1160a44d736d7e70d5a27c3 *R/geneDrugSensitivity.R e9e01e629d51962b4a3a6f383c92bf82 *R/getRawSensitivityMatrix.R -28808c253915d9a19888fd79d275c9ba *R/intersectList.R -16a1b963be3112a94fcb3e53162afcf0 *R/intersectPSets.R -ca94518e49f687096deeffdec2d48421 *R/rankGeneDrugPerturbation.R -6ac68b81ee9da2808bab2786cf9ff490 *R/rankGeneDrugSensitivity.R -0f3bdc10c3959aa52985448c80c2e68c *R/signatureClass.R +c4f8f35fb0cd01e1bf34d6ddc3b1241c *R/intersectList.R +f30cb5ca4574416d3a78b546f3850580 *R/intersectPSets.R +a86f5813c515c44f343075f76075e725 *R/rankGeneDrugPerturbation.R +1ff0f6b7be7c4f1567378582cb8c2543 *R/rankGeneDrugSensitivity.R +73f804d3c52d205ce8e907c43380501a *R/signatureClass.R 10ff014033ae05f596bf73e6be9c40eb *R/stripWhiteSpace.R d02efaa31147300a9259092e8c427752 *R/summarizeMolecularProfiles.R -011214ef7c9185a89e70b9aa9b511fa3 *R/summarizeSensitivityProfiles.R -1f10ff27e01a7f7ee6fa9f98fd1b06a4 *R/unionList.R +fde01dc759f86d72f9f6c3f297aa633f *R/summarizeSensitivityProfiles.R +ebbf28ba6a590728c1466b2fe8da9754 *R/unionList.R edcf760dd5ac1afe6aa704ac746b22ec *README -f4466c93c6c882157ffdc765b911f97d *build/vignette.rds -a3c5c8f060c043b2417ffbfc8e48a023 *data/CCLEsmall.rda +f937c61a0ad61ca9fcc4f15d7ecff1d0 *build/vignette.rds +9477ce904c74e105a2d2abd230350cef *data/CCLEsmall.rda 6923fe52a29450152ee9f51bac9d07a4 *data/CMAPsmall.rda 2a649c2d2f177bb68b6bab683ce9348b *data/GDSCsmall.rda cc3c6f6048c0b30fc225de143c12e001 *data/HDAC_genes.rda @@ -40,67 +40,67 @@ cc3c6f6048c0b30fc225de143c12e001 *data/HDAC_genes.rda f407e1c5c77e062f1e565f12ef434fff *inst/CITATION 93207eddf25c7deb002aacc24664c692 *inst/doc/CreatingPharmacoSet.R 7e042f996f7c7fa9c8d508f2d4794e74 *inst/doc/CreatingPharmacoSet.Rnw -86f29b2cd0f746a5a268e8ac535ce184 *inst/doc/CreatingPharmacoSet.pdf -2a0139e4b5d733ac0e0d1719e4614ba1 *inst/doc/PharmacoGx.R 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*vignettes/biblio.bib b62b07b83dd4f275fd9eab4e7e9bd0fc *vignettes/pharmacogx.bib diff --git a/NAMESPACE b/NAMESPACE index 56ea7d8..3090eb0 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,4 +1,4 @@ -# Generated by roxygen2 (4.1.1): do not edit by hand +# Generated by roxygen2: do not edit by hand export(PharmacoSet) export(availablePSets) @@ -67,6 +67,7 @@ importFrom(graphics,par) importFrom(graphics,plot) importFrom(graphics,points) importFrom(graphics,rect) +importFrom(magicaxis,magaxis) importFrom(piano,loadGSC) importFrom(piano,runGSA) importFrom(stats,anova) diff --git a/R/GWC.R b/R/GWC.R index 0377f30..4a1ffa4 100644 --- a/R/GWC.R +++ b/R/GWC.R @@ -4,21 +4,30 @@ ######################## ################################################# -#' Calculate the gwc score between two vectors, using either a weighted spearman or pearson correlation +#'Calculate the gwc score between two vectors, using either a weighted spearman or pearson correlation #' -#' @param x1 \code{numeric} vector of effect sizes (e.g., fold change or t statitsics) for the first experiment -#' @param p1 \code{numeric} vector of p-values for each corresponding effect size for the first experiment -#' @param x2 \code{numeric} effect size (e.g., fold change or t statitsics) for the second experiment -#' @param p2 \code{numeric} vector of p-values for each corresponding effect size for the second experiment -#' @param nperm \code{numeric} how many permutations should be done to determine -#' @param method.cor \code{character} string identifying if a \code{pearson} or -#' \code{spearman} correlation should be used -#' @param ... Other passed down to internal functions +#'@examples +#'data(CCLEsmall) +#'x <- molecularProfiles(CCLEsmall,"rna")[,1] +#'y <- molecularProfiles(CCLEsmall,"rna")[,2] +#'x_p <- rep(0.05, times=length(x)) +#'y_p <- rep(0.05, times=length(y)) +#'names(x_p) <- names(x) +#'names(y_p) <- names(y) +#'gwc(x,x_p,y,y_p, nperm=100) #' -#' @return \code{numeric} a vector of two values, the correlation and associated p-value. -#' -#' @export -## - +#'@param x1 \code{numeric} vector of effect sizes (e.g., fold change or t statitsics) for the first experiment +#'@param p1 \code{numeric} vector of p-values for each corresponding effect size for the first experiment +#'@param x2 \code{numeric} effect size (e.g., fold change or t statitsics) for the second experiment +#'@param p2 \code{numeric} vector of p-values for each corresponding effect size for the second experiment +#'@param nperm \code{numeric} how many permutations should be done to determine +#'@param method.cor \code{character} string identifying if a \code{pearson} or +#'\code{spearman} correlation should be used +#'@param ... Other passed down to internal functions +#' +#'@return \code{numeric} a vector of two values, the correlation and associated p-value. +#'@export +## - ## ## http://en.wikipedia.org/wiki/Pearson_product-moment_correlation_coefficient#Calculating_a_weighted_correlation ## http://www.mathworks.com/matlabcentral/fileexchange/20846-weighted-correlation-matrix diff --git a/R/LogLogisticRegression.R b/R/LogLogisticRegression.R index 319c15e..fbcede2 100644 --- a/R/LogLogisticRegression.R +++ b/R/LogLogisticRegression.R @@ -1,54 +1,41 @@ -#' 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. -#' -#' By default, logLogisticRegression uses an L-BFGS algorithm to generate the fit. However, if -#' this fails to converge to solution, logLogisticRegression samples lattice points throughout the parameter space. -#' It then uses the lattice point with minimal least-squares residual as an initial guess for the optimal parameters, -#' passes this guess to drm, and re-attempts the optimization. If this still fails, logLogisticRegression uses the -#' PatternSearch algorithm to fit a log-logistic curve to the data. -#' -#' @param conc [vector] is a vector of drug concentrations. -#' -#' @param viability [vector] is a vector whose entries are the viability values observed in the presence of the -#' drug concentrations whose logarithms are in the corresponding entries of the log_conc, where viability 0 -#' indicates that all cells died, and viability 1 indicates that the drug had no effect on the cells. -#' -#' @param density [vector] is a vector of length 3 whose components are the numbers of lattice points per unit -#' length along the HS-, E_inf-, and base-10 logarithm of the EC50-dimensions of the parameter space, respectively. -#' -#' @param step [vector] is a vector of length 3 whose entries are the initial step sizes in the HS, E_inf, and -#' base-10 logarithm of the EC50 dimensions, respectively, for the PatternSearch algorithm. -#' -#' @param precision is a positive real number such that when the ratio of current step size to initial step -#' size falls below it, the PatternSearch algorithm terminates. A smaller value will cause LogisticPatternSearch -#' to take longer to complete optimization, but will produce a more accurate estimate for the fitted parameters. -#' -#' @param lower_bounds [vector] is a vector of length 3 whose entries are the lower bounds on the HS, E_inf, -#' and base-10 logarithm of the EC50 parameters, respectively. -#' -#' @param upper_bounds [vector] is a vector of length 3 whose entries are the upper bounds on the HS, E_inf, -#' and base-10 logarithm of the EC50 parameters, respectively. -#' -#' @param scale is a positive real number specifying the shape parameter of the Cauchy distribution. -#' -#' @param Cauchy_flag [logical], if true, uses MLE under an assumption of Cauchy-distributed errors -#' instead of sum-of-squared-residuals as the objective function for assessing goodness-of-fit of -#' dose-response curves to the data. -#' -#' @param conc_as_log [logical], if true, assumes that log10-concentration data has been given rather than concentration data, -#' and that log10(EC50) should be returned instead of EC50. -#' -#' @param viability_as_pct [logical], if false, assumes that viability is given as a decimal rather -#' than a percentage, and that E_inf should be returned as a decimal rather than a percentage. -#' -#' @param trunc [logical], if true, causes viability data to be truncated to lie between 0 and 1 before -#' curve-fitting is performed. -#' -#' @param verbose [logical], if true, causes warnings thrown by the function to be printed. -#' @return A vector containing estimates for HS, E_inf, and EC50 -#' @export -#' @importFrom stats optim - +#'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. +#' +#'By default, logLogisticRegression uses an L-BFGS algorithm to generate the fit. However, if +#'this fails to converge to solution, logLogisticRegression samples lattice points throughout the parameter space. +#'It then uses the lattice point with minimal least-squares residual as an initial guess for the optimal parameters, +#'passes this guess to drm, and re-attempts the optimization. If this still fails, logLogisticRegression uses the +#'PatternSearch algorithm to fit a log-logistic curve to the data. +#' +#'@param conc [vector] is a vector of drug concentrations. +#'@param viability [vector] is a vector whose entries are the viability values observed in the presence of the +#'drug concentrations whose logarithms are in the corresponding entries of the log_conc, where viability 0 +#'indicates that all cells died, and viability 1 indicates that the drug had no effect on the cells. +#'@param density [vector] is a vector of length 3 whose components are the numbers of lattice points per unit +#'length along the HS-, E_inf-, and base-10 logarithm of the EC50-dimensions of the parameter space, respectively. +#'@param step [vector] is a vector of length 3 whose entries are the initial step sizes in the HS, E_inf, and +#'base-10 logarithm of the EC50 dimensions, respectively, for the PatternSearch algorithm. +#'@param precision is a positive real number such that when the ratio of current step size to initial step +#'size falls below it, the PatternSearch algorithm terminates. A smaller value will cause LogisticPatternSearch +#'to take longer to complete optimization, but will produce a more accurate estimate for the fitted parameters. +#'@param lower_bounds [vector] is a vector of length 3 whose entries are the lower bounds on the HS, E_inf, +#'and base-10 logarithm of the EC50 parameters, respectively. +#'@param upper_bounds [vector] is a vector of length 3 whose entries are the upper bounds on the HS, E_inf, +#'and base-10 logarithm of the EC50 parameters, respectively. +#'@param scale is a positive real number specifying the shape parameter of the Cauchy distribution. +#'@param Cauchy_flag [logical], if true, uses MLE under an assumption of Cauchy-distributed errors +#'instead of sum-of-squared-residuals as the objective function for assessing goodness-of-fit of +#'dose-response curves to the data. +#'@param conc_as_log [logical], if true, assumes that log10-concentration data has been given rather than concentration data, +#'and that log10(EC50) should be returned instead of EC50. +#'@param viability_as_pct [logical], if false, assumes that viability is given as a decimal rather +#'than a percentage, and that E_inf should be returned as a decimal rather than a percentage. +#'@param trunc [logical], if true, causes viability data to be truncated to lie between 0 and 1 before +#'curve-fitting is performed. +#'@param verbose [logical], if true, causes warnings thrown by the function to be printed. +#'@return A vector containing estimates for HS, E_inf, and EC50 +#'@export +#'@importFrom stats optim logLogisticRegression <- function(conc, viability, density = c(2, 10, 2), diff --git a/R/PharmacoSetClass.R b/R/PharmacoSetClass.R index deb281d..2f85f2b 100644 --- a/R/PharmacoSetClass.R +++ b/R/PharmacoSetClass.R @@ -42,28 +42,28 @@ #' 'preturbation', or both detailing what type of data can be found in the #' PharmacoSet, for proper processing of the data .PharmacoSet <- setClass("PharmacoSet", slots = list( - annotation = "list", - molecularProfiles = "list", - cell="data.frame", - drug="data.frame", - datasetType="character", - sensitivity="list", - perturbation="list", - curation="list" - # tables="array", - # table.summary="list", - # dateCreated="character", - )) + annotation = "list", + molecularProfiles = "list", + cell="data.frame", + drug="data.frame", + datasetType="character", + sensitivity="list", + perturbation="list", + curation="list" + # tables="array", + # table.summary="list", + # dateCreated="character", + )) #test <- new("PharmacoSet",cell=data.cmap$cell, drug=data.cmap$drug) #exprs(test) # setGeneric("PharmacoSet", -# function(annotation, -# molecularProfiles, -# cell=matrix(), -# drug=list(), -# sensitivity=list(), -# datasetType=c("sensitivity", "perturbation"), -# ... ) standardGeneric("PharmacoSet"), signature="ExpressionSet") +# function(annotation, +# molecularProfiles, +# cell=matrix(), +# drug=list(), +# sensitivity=list(), +# datasetType=c("sensitivity", "perturbation"), +# ... ) standardGeneric("PharmacoSet"), signature="ExpressionSet") #' PharmacoSet constructor #' @@ -114,74 +114,79 @@ PharmacoSet <- function(name, datasetType=c("sensitivity", "perturbation", "both"), verify = TRUE) { - datasetType <- match.arg(datasetType) - - annotation <- list() - annotation$name <- as.character(name) - annotation$dateCreated <- date() - annotation$sessionInfo <- sessionInfo() - annotation$call <- match.call() - - #molecularProfiles <- list("dna"=dna, "rna"=rna, "snp"=snp, "cnv"=cnv) - for (i in 1:length(molecularProfiles)){ - if (class(molecularProfiles[[i]]) != "ExpressionSet"){ - stop(sprintf("Please provide the %s data as an ExpressionSet", names(molecularProfiles[i]))) - }else{ + datasetType <- match.arg(datasetType) + + annotation <- list() + annotation$name <- as.character(name) + annotation$dateCreated <- date() + annotation$sessionInfo <- sessionInfo() + annotation$call <- match.call() + + #molecularProfiles <- list("dna"=dna, "rna"=rna, "snp"=snp, "cnv"=cnv) + for (i in 1:length(molecularProfiles)){ + if (class(molecularProfiles[[i]]) != "ExpressionSet"){ + stop(sprintf("Please provide the %s data as an ExpressionSet", names(molecularProfiles[i]))) + }else{ Biobase::fData(molecularProfiles[[i]]) <- Biobase::fData(molecularProfiles[[i]])[rownames(Biobase::exprs(molecularProfiles[[i]])), , drop=FALSE] Biobase::pData(molecularProfiles[[i]]) <- Biobase::pData(molecularProfiles[[i]])[colnames(Biobase::exprs(molecularProfiles[[i]])), , drop=FALSE] - } + } - } - #if (class(cell)!="data.frame"){ - # stop("Please provide the cell line annotations as a data frame.") - #} - #if (class(drug)!="data.frame"){ - # stop("Please provide the drug annotations as a data frame.") - #} - - sensitivity <- list() - - if (!all(rownames(sensitivityInfo) == rownames(sensitivityProfiles) & rownames(sensitivityInfo) == dimnames(sensitivityRaw)[[1]])){ - stop("Please ensure all the row names match between the sensitivity data.") - } - - sensitivity$info <- as.data.frame(sensitivityInfo, stringsAsFactors = FALSE) - sensitivity$raw <- sensitivityRaw - sensitivity$profiles <- as.data.frame(sensitivityProfiles, stringsAsFactors = FALSE) - sensitivity$n <- sensitivityN - - curation <- list() - curation$drug <- as.data.frame(curationDrug, stringsAsFactors = FALSE) - curation$cell <- as.data.frame(curationCell, stringsAsFactors = FALSE) - curation$tissue <- as.data.frame(curationTissue, stringsAsFactors = FALSE) - ### TODO:: Make sure to fix the curation to check for matching row names to the drug and cell line matrices!!!!!! - - - perturbation <- list() - perturbation$n <- perturbationN - if (datasetType == "perturbation" || datasetType == "both") { - perturbation$info <- "The metadata for the perturbation experiments is available for each molecular type by calling the appropriate info function. \n For example, for RNA transcriptome perturbations, the metadata can be accessed using rnaInfo(pSet)." - } else { - perturbation$info <- "Not a perturbation dataset." - } - - pSet <- .PharmacoSet(annotation=annotation, molecularProfiles=molecularProfiles, cell=as.data.frame(cell), drug=as.data.frame(drug), datasetType=datasetType, sensitivity=sensitivity, perturbation=perturbation, curation=curation) - if (verify) { checkPSetStructure(pSet)} + } + #if (class(cell)!="data.frame"){ + # stop("Please provide the cell line annotations as a data frame.") + #} + #if (class(drug)!="data.frame"){ + # stop("Please provide the drug annotations as a data frame.") + #} + + sensitivity <- list() + + if (!all(rownames(sensitivityInfo) == rownames(sensitivityProfiles) & rownames(sensitivityInfo) == dimnames(sensitivityRaw)[[1]])){ + stop("Please ensure all the row names match between the sensitivity data.") + } + + sensitivity$info <- as.data.frame(sensitivityInfo, stringsAsFactors = FALSE) + sensitivity$raw <- sensitivityRaw + sensitivity$profiles <- as.data.frame(sensitivityProfiles, stringsAsFactors = FALSE) + sensitivity$n <- sensitivityN + + curation <- list() + curation$drug <- as.data.frame(curationDrug, stringsAsFactors = FALSE) + curation$cell <- as.data.frame(curationCell, stringsAsFactors = FALSE) + curation$tissue <- as.data.frame(curationTissue, stringsAsFactors = FALSE) + ### TODO:: Make sure to fix the curation to check for matching row names to the drug and cell line matrices!!!!!! + + + perturbation <- list() + perturbation$n <- perturbationN + if (datasetType == "perturbation" || datasetType == "both") { + perturbation$info <- "The metadata for the perturbation experiments is available for each molecular type by calling the appropriate info function. \n For example, for RNA transcriptome perturbations, the metadata can be accessed using rnaInfo(pSet)." + } else { + perturbation$info <- "Not a perturbation dataset." + } + + pSet <- .PharmacoSet(annotation=annotation, molecularProfiles=molecularProfiles, cell=as.data.frame(cell), drug=as.data.frame(drug), datasetType=datasetType, sensitivity=sensitivity, perturbation=perturbation, curation=curation) + if (verify) { checkPSetStructure(pSet)} if(length(sensitivityN) == 0 & datasetType %in% c("sensitivity", "both")) { pSet@sensitivity$n <- .summarizeSensitivityNumbers(pSet) } - if(length(perturbationN) == 0 & datasetType %in% c("perturbation", "both")) { - pSet@perturbation$n <- .summarizePerturbationNumbers(pSet) - } + if(length(perturbationN) == 0 & datasetType %in% c("perturbation", "both")) { + pSet@perturbation$n <- .summarizePerturbationNumbers(pSet) + } return(pSet) } - + #' cellInfo Generic #' #' Generic for cellInfo method #' +#' @examples +#' data(CCLEsmall) +#' cellInfo(CCLEsmall) +#' #' @param pSet The \code{PharmacoSet} to retrieve cell info from +#' #' @return a \code{data.frame} with the cell annotations setGeneric("cellInfo", function(pSet) standardGeneric("cellInfo")) @@ -189,6 +194,10 @@ setGeneric("cellInfo", function(pSet) standardGeneric("cellInfo")) #' #' Generic for cellInfo replace method #' +#' @examples +#' data(CCLEsmall) +#' cellInfo(CCLEsmall) <- cellInfo(CCLEsmall) +#' #' @param object The \code{PharmacoSet} to replace cell info in #' @param value A \code{data.frame} with the new cell annotations #' @return Updated \code{PharmacoSet} @@ -212,6 +221,10 @@ setReplaceMethod("cellInfo", signature = signature(object="PharmacoSet",value="d #' #' Generic for drugInfo method #' +#' @examples +#' data(CCLEsmall) +#' drugInfo(CCLEsmall) +#' #' @param pSet The \code{PharmacoSet} to retrieve drug info from #' @return a \code{data.frame} with the drug annotations setGeneric("drugInfo", function(pSet) standardGeneric("drugInfo")) @@ -220,6 +233,10 @@ setGeneric("drugInfo", function(pSet) standardGeneric("drugInfo")) #' #' Generic for drugInfo replace method #' +#' @examples +#' data(CCLEsmall) +#' drugInfo(CCLEsmall) <- drugInfo(CCLEsmall) +#' #' @param object The \code{PharmacoSet} to replace drug info in #' @param value A \code{data.frame} with the new drug annotations #' @return Updated \code{PharmacoSet} @@ -241,6 +258,10 @@ setReplaceMethod("drugInfo", signature = signature(object="PharmacoSet",value="d #' #' Generic for phenoInfo method #' +#' @examples +#' data(CCLEsmall) +#' phenoInfo(CCLEsmall, mDataType="rna") +#' #' @param pSet The \code{PharmacoSet} to retrieve rna annotations from #' @param mDataType the type of molecular data #' @return a \code{data.frame} with the experiment info @@ -248,34 +269,44 @@ setGeneric("phenoInfo", function(pSet, mDataType) standardGeneric("phenoInfo")) #' @describeIn PharmacoSet Return the experiment info from the given type of molecular data in PharmacoSet #' @export setMethod(phenoInfo, "PharmacoSet", function(pSet, mDataType){ - + if(mDataType %in% names(pSet@molecularProfiles)){ return(Biobase::pData(pSet@molecularProfiles[[mDataType]]))}else{ return(NULL) } - + }) #' phenoInfo<- Generic #' #' Generic for phenoInfo replace method #' +#' @examples +#' +#' data(CCLEsmall) +#' phenoInfo(CCLEsmall, mDataType="rna") <- phenoInfo(CCLEsmall, mDataType="rna") +#' #' @param object The \code{PharmacoSet} to retrieve molecular experiment annotations from #' @param mDataType the type of molecular data #' @param value a \code{data.frame} with the new experiment annotations +#' @return The updated \code{PharmacoSet} setGeneric("phenoInfo<-", function(object, mDataType, value) standardGeneric("phenoInfo<-")) #' @describeIn PharmacoSet Update the the given type of molecular data experiment info in the PharmacoSet #' @export setReplaceMethod("phenoInfo", signature = signature(object="PharmacoSet", mDataType ="character",value="data.frame"), function(object, mDataType, value){ if(mDataType %in% names(object@molecularProfiles)){Biobase::pData(object@molecularProfiles[[mDataType]]) <- value} - object + object }) #' molecularProfiles Generic #' #' Generic for molecularProfiles method #' +#' @examples +#' data(CCLEsmall) +#' molecularProfiles(CCLEsmall, "rna") +#' #' @param pSet The \code{PharmacoSet} to retrieve molecular profiles from #' @param mDataType the type of molecular data #' @return a \code{data.frame} with the experiment info @@ -283,18 +314,22 @@ setGeneric("molecularProfiles", function(pSet, mDataType) standardGeneric("molec #' @describeIn PharmacoSet Return the given type of molecular data from the PharmacoSet #' @export setMethod(molecularProfiles, "PharmacoSet", function(pSet, mDataType){ - + if(mDataType %in% names(pSet@molecularProfiles)){ return(Biobase::exprs(pSet@molecularProfiles[[mDataType]]))}else{ return(NULL) } - + }) #' molecularProfiles<- Generic #' #' Generic for molecularProfiles replace method #' +#' @examples +#' data(CCLEsmall) +#' molecularProfiles(CCLEsmall, "rna") <- molecularProfiles(CCLEsmall, "rna") +#' #' @param object The \code{PharmacoSet} to replace molecular profiles in #' @param mDataType The type of molecular data to be updated #' @param value A \code{matrix} with the new profiles @@ -307,13 +342,17 @@ setReplaceMethod("molecularProfiles", signature = signature(object="PharmacoSet" if (mDataType %in% names(object@molecularProfiles)) { Biobase::exprs(object@molecularProfiles[[mDataType]]) <- value } - object + object }) #' featureInfo Generic #' #' Generic for featureInfo method #' +#' @examples +#' data(CCLEsmall) +#' featureInfo(CCLEsmall, "rna") +#' #' @param pSet The \code{PharmacoSet} to retrieve feature annotations from #' @param mDataType the type of molecular data #' @return a \code{data.frame} with the experiment info @@ -332,6 +371,10 @@ setMethod(featureInfo, "PharmacoSet", function(pSet, mDataType){ #' #' Generic for featureInfo replace method #' +#' @examples +#' data(CCLEsmall) +#' featureInfo(CCLEsmall, "rna") <- featureInfo(CCLEsmall, "rna") +#' #' @param object The \code{PharmacoSet} to replace gene annotations in #' @param mDataType The type of molecular data to be updated #' @param value A \code{data.frame} with the new feature annotations @@ -350,21 +393,30 @@ setReplaceMethod("featureInfo", signature = signature(object="PharmacoSet", mDat #' #' Generic for sensitivityInfo method #' +#' @examples +#' data(CCLEsmall) +#' sensitivityInfo(CCLEsmall) +#' #' @param pSet The \code{PharmacoSet} to retrieve sensitivity experiment annotations from #' @return a \code{data.frame} with the experiment info setGeneric("sensitivityInfo", function(pSet) standardGeneric("sensitivityInfo")) #' @describeIn PharmacoSet Return the drug dose sensitivity experiment info #' @export setMethod(sensitivityInfo, "PharmacoSet", function(pSet){ - - return(pSet@sensitivity$info) - + + return(pSet@sensitivity$info) + }) #' sensitivityInfo<- Generic #' #' A generic for the sensitivityInfo replacement method #' +#' +#' @examples +#' data(CCLEsmall) +#' sensitivityInfo(CCLEsmall) <- sensitivityInfo(CCLEsmall) +#' #' @param object The \code{PharmacoSet} to update #' @param value A \code{data.frame} with the new sensitivity annotations #' @return Updated \code{PharmacoSet} @@ -373,8 +425,8 @@ setGeneric("sensitivityInfo<-", function(object, value) standardGeneric("sensiti #' @export setReplaceMethod("sensitivityInfo", signature = signature(object="PharmacoSet",value="data.frame"), function(object, value){ - object@sensitivity$info <- value - object + object@sensitivity$info <- value + object }) @@ -382,21 +434,29 @@ setReplaceMethod("sensitivityInfo", signature = signature(object="PharmacoSet",v #' #' Generic for sensitivityProfiles method #' +#' @examples +#' data(CCLEsmall) +#' sensitivityProfiles(CCLEsmall) +#' #' @param pSet The \code{PharmacoSet} to retrieve sensitivity experiment data from #' @return a \code{data.frame} with the experiment info setGeneric("sensitivityProfiles", function(pSet) standardGeneric("sensitivityProfiles")) #' @describeIn PharmacoSet Return the phenotypic data for the drug dose sensitivity #' @export setMethod(sensitivityProfiles, "PharmacoSet", function(pSet){ - - return(pSet@sensitivity$profiles) - + + return(pSet@sensitivity$profiles) + }) #' sensitivityProfiles<- Generic #' #' A generic for the sensitivityProfiles replacement method #' +#' @examples +#' data(CCLEsmall) +#' sensitivityProfiles(CCLEsmall) <- sensitivityProfiles(CCLEsmall) +#' #' @param object The \code{PharmacoSet} to update #' @param value A \code{data.frame} with the new sensitivity profiles #' @return Updated \code{PharmacoSet} @@ -406,13 +466,17 @@ setGeneric("sensitivityProfiles<-", function(object, value) standardGeneric("sen #' @export setReplaceMethod("sensitivityProfiles", signature = signature(object="PharmacoSet",value="matrix"), function(object, value){ - object@sensitivity$profiles <- value - object + object@sensitivity$profiles <- value + object }) #' sensitivityMeasures Generic #' #' A generic for the sensitivityMeasures method #' +#' @examples +#' data(CCLEsmall) +#' sensitivityMeasures(CCLEsmall) +#' #' @param pSet The \code{PharmacoSet} #' @return A \code{character} vector of all the available sensitivity measures setGeneric("sensitivityMeasures", function(pSet) standardGeneric("sensitivityMeasures")) @@ -420,15 +484,19 @@ setGeneric("sensitivityMeasures", function(pSet) standardGeneric("sensitivityMea #' summaries, for example, whether there are IC50 values available #' @export setMethod(sensitivityMeasures, "PharmacoSet", function(pSet){ - - return(colnames(sensitivityProfiles(pSet))) - + + return(colnames(sensitivityProfiles(pSet))) + }) #' drugNames Generic #' #' A generic for the drugNames method #' +#' @examples +#' data(CCLEsmall) +#' drugNames(CCLEsmall) +#' #' @param pSet The \code{PharmacoSet} to return drug names from #' @return A vector of the drug names used in the PharmacoSet setGeneric("drugNames", function(pSet) standardGeneric("drugNames")) @@ -450,6 +518,11 @@ setMethod(drugNames, "PharmacoSet", function(pSet){ #' #' A generic for the drugNames replacement method #' +#' +#' @examples +#' data(CCLEsmall) +#' drugNames(CCLEsmall) <- drugNames(CCLEsmall) +#' #' @param object The \code{PharmacoSet} to update #' @param value A \code{character} vector of the new drug names #' @return Updated \code{PharmacoSet} @@ -457,10 +530,10 @@ setGeneric("drugNames<-", function(object, value) standardGeneric("drugNames<-") #' @describeIn PharmacoSet Update the drug names used in the dataset #' @export setReplaceMethod("drugNames", signature = signature(object="PharmacoSet",value="character"), function(object, value){ - - object <- updateDrugId(object, value) - return(object) - }) + + object <- updateDrugId(object, value) + return(object) + }) @@ -468,6 +541,10 @@ setReplaceMethod("drugNames", signature = signature(object="PharmacoSet",value=" #' #' A generic for the cellNames method #' +#' @examples +#' data(CCLEsmall) +#' cellNames(CCLEsmall) +#' #' @param pSet The \code{PharmacoSet} to return cell names from #' @return A vector of the cell names used in the PharmacoSet setGeneric("cellNames", function(pSet) standardGeneric("cellNames")) @@ -483,6 +560,10 @@ setMethod(cellNames, "PharmacoSet", function(pSet){ #' #' A generic for the cellNames replacement method #' +#' @examples +#' data(CCLEsmall) +#' cellNames(CCLEsmall) <- cellNames(CCLEsmall) +#' #' @param object The \code{PharmacoSet} to update #' @param value A \code{character} vector of the new cell names #' @return Updated \code{PharmacoSet} @@ -490,17 +571,21 @@ setGeneric("cellNames<-", function(object, value) standardGeneric("cellNames<-") #' @describeIn PharmacoSet Update the cell names used in the dataset #' @export setReplaceMethod("cellNames", signature = signature(object="PharmacoSet",value="character"), function(object, value){ - - object <- updateCellId(object, value) - return(object) - }) + + object <- updateCellId(object, value) + return(object) + }) - #### TODO:: set replace method for genenames + #### TODO:: set replace method for genenames #' featureNames Generic #' #' A generic for the featureNames method #' +#' @examples +#' data(CCLEsmall) +#' featureNames(CCLEsmall, "rna") +#' #' @param pSet The \code{PharmacoSet} #' @param mDataType The molecular data type to return feature names for #' @return A \code{character} vector of the feature names @@ -519,6 +604,10 @@ setMethod(featureNames, "PharmacoSet", function(pSet, mDataType){ #' #' A generic for the dateCreated method #' +#' @examples +#' data(CCLEsmall) +#' dateCreated(CCLEsmall) +#' #' @param pSet A \code{PharmacoSet} #' @return The date the PharmacoSet was created setGeneric("dateCreated", function(pSet) standardGeneric("dateCreated")) @@ -532,21 +621,29 @@ setMethod(dateCreated, "PharmacoSet", function(pSet) { #' #' A generic for the pSetName method #' +#' @examples +#' data(CCLEsmall) +#' pSetName(CCLEsmall) +#' #' @param pSet A \code{PharmacoSet} #' @return The name of the PharmacoSet setGeneric("pSetName", function(pSet) standardGeneric("pSetName")) #' @describeIn PharmacoSet Return the name of the PharmacoSet #' @export setMethod(pSetName, "PharmacoSet", function(pSet){ - - return(pSet@annotation$name) - + + return(pSet@annotation$name) + }) #' pertNumber Generic #' #' A generic for the pertNumber method #' +#' @examples +#' data(CCLEsmall) +#' pertNumber(CCLEsmall) +#' #' @param pSet A \code{PharmacoSet} #' @return A 3D \code{array} with the number of perturbation experiments per drug and cell line, and data type setGeneric("pertNumber", function(pSet) standardGeneric("pertNumber")) @@ -554,9 +651,9 @@ setGeneric("pertNumber", function(pSet) standardGeneric("pertNumber")) #' experiments #' @export setMethod(pertNumber, "PharmacoSet", function(pSet){ - - return(pSet@perturbation$n) - + + return(pSet@perturbation$n) + }) @@ -564,6 +661,10 @@ setMethod(pertNumber, "PharmacoSet", function(pSet){ #' #' A generic for the sensNumber method #' +#' @examples +#' data(CCLEsmall) +#' sensNumber(CCLEsmall) +#' #' @param pSet A \code{PharmacoSet} #' @return A \code{data.frame} with the number of sensitivity experiments per drug and cell line setGeneric("sensNumber", function(pSet) standardGeneric("sensNumber")) @@ -580,6 +681,10 @@ setMethod(sensNumber, "PharmacoSet", function(pSet){ #' #' A generic for the pertNumber method #' +#' @examples +#' data(CCLEsmall) +#' pertNumber(CCLEsmall) <- pertNumber(CCLEsmall) +#' #' @param object A \code{PharmacoSet} #' @param value A new 3D \code{array} with the number of perturbation experiments per drug and cell line, and data type #' @return The updated \code{PharmacoSet} @@ -598,6 +703,11 @@ setReplaceMethod('pertNumber', signature = signature(object="PharmacoSet",value= #' #' A generic for the sensNumber method #' +#' +#' @examples +#' data(CCLEsmall) +#' sensNumber(CCLEsmall) <- sensNumber(CCLEsmall) +#' #' @param object A \code{PharmacoSet} #' @param value A new \code{data.frame} with the number of sensitivity experiments per drug and cell line #' @return The updated \code{PharmacoSet} @@ -616,36 +726,41 @@ setReplaceMethod('sensNumber', signature = signature(object="PharmacoSet",value= #' #' @param object \code{PharmacoSet} #' +#' @examples +#' data(CCLEsmall) +#' CCLEsmall +#' #' @export setMethod("show", signature=signature(object="PharmacoSet"), - function(object) { - cat("Name: ", object@annotation$name, "\n") - cat("Date Created: ", object@annotation$dateCreated, "\n") + function(object) { + cat("Name: ", object@annotation$name, "\n") + cat("Date Created: ", object@annotation$dateCreated, "\n") cat("Number of cell lines: ", nrow(object@cell), "\n") cat("Number of drug compounds: ", nrow(object@drug), "\n") - if("dna" %in% names(object@molecularProfiles)){cat("DNA: \n");cat("\tDim: ", dim(object@molecularProfiles$dna), "\n")} - if("rna" %in% names(object@molecularProfiles)){cat("RNA: \n");cat("\tDim: ", dim(object@molecularProfiles$rna), "\n")} - if("rnaseq" %in% names(object@molecularProfiles)){cat("RNASeq: \n");cat("\tDim: ", dim(object@molecularProfiles$rnaseq), "\n")} - if("snp" %in% names(object@molecularProfiles)){cat("SNP: \n");cat("\tDim: ", dim(object@molecularProfiles$snp), "\n")} - if("cnv" %in% names(object@molecularProfiles)){cat("CNV: \n");cat("\tDim: ", dim(object@molecularProfiles$cnv), "\n")} - cat("Drug pertubation: \n") - cat("\tPlease look at pertNumber(pSet) to determine number of experiments for each drug-cell combination.\n") - cat("Drug sensitivity: \n") - cat("\tNumber of Experiments: ",nrow(object@sensitivity$raw),"\n") - cat("\tPlease look at sensNumber(pSet) to determine number of experiments for each drug-cell combination.\n") - }) + if("dna" %in% names(object@molecularProfiles)){cat("DNA: \n");cat("\tDim: ", dim(object@molecularProfiles$dna), "\n")} + if("rna" %in% names(object@molecularProfiles)){cat("RNA: \n");cat("\tDim: ", dim(object@molecularProfiles$rna), "\n")} + if("rnaseq" %in% names(object@molecularProfiles)){cat("RNASeq: \n");cat("\tDim: ", dim(object@molecularProfiles$rnaseq), "\n")} + if("snp" %in% names(object@molecularProfiles)){cat("SNP: \n");cat("\tDim: ", dim(object@molecularProfiles$snp), "\n")} + if("cnv" %in% names(object@molecularProfiles)){cat("CNV: \n");cat("\tDim: ", dim(object@molecularProfiles$cnv), "\n")} + cat("Drug pertubation: \n") + cat("\tPlease look at pertNumber(pSet) to determine number of experiments for each drug-cell combination.\n") + cat("Drug sensitivity: \n") + cat("\tNumber of Experiments: ",nrow(object@sensitivity$raw),"\n") + cat("\tPlease look at sensNumber(pSet) to determine number of experiments for each drug-cell combination.\n") + }) -#' `[` -#' @param x numeric -#' @param i numeric -#' @param j numeric -#' @param ... further arguments -#' @param drop A boolean flag of whether to drop single dimensions or not -#' @export +#'`[` +#' +#'@param x numeric +#'@param i numeric +#'@param j numeric +#'@param ... further arguments +#'@param drop A boolean flag of whether to drop single dimensions or not +#'@export setMethod(`[`, "PharmacoSet", function(x, i, j, ..., drop = FALSE){ - stop("Please use the subsetTo function and the getter functions to access the object data. Other methods of accessing the object slots are discouraged and may lead to unexpected behaviour.") + stop("Please use the subsetTo function and the getter functions to access the object data. Other methods of accessing the object slots are discouraged and may lead to unexpected behaviour.") }) ## FIXED? TODO:: Subset function breaks if it doesnt find cell line in sensitivity info @@ -683,7 +798,10 @@ setMethod(`[`, "PharmacoSet", function(x, i, j, ..., drop = FALSE){ # subsetTo <- function(pSet, cells=NULL, drugs=NULL, exps=NULL, molecular.data.cells=NULL, keep.controls=TRUE) { subsetTo <- function(pSet, cells=NULL, drugs=NULL, molecular.data.cells=NULL, keep.controls=TRUE, ...) { drop=FALSE - if (exists("exps")) { + + adArgs = list(...) + if ("exps" %in% names(adArgs)) { + exps <- adArgs[["exps"]] exps <- exps[,pSetName(pSet)] } else { exps <- NULL @@ -700,10 +818,10 @@ subsetTo <- function(pSet, cells=NULL, drugs=NULL, molecular.data.cells=NULL, ke molecular.data.cells <- unique(molecular.data.cells) } - ### TODO:: implement strict subsetting at this level!!!! + ### TODO:: implement strict subsetting at this level!!!! - ### the function missing does not work as expected in the context below, because the arguments are passed to the anonymous - ### function in lapply, so it does not recognize them as missing + ### the function missing does not work as expected in the context below, because the arguments are passed to the anonymous + ### function in lapply, so it does not recognize them as missing pSet@molecularProfiles <- lapply(pSet@molecularProfiles, function(eset, cells, drugs, molecular.data.cells){ @@ -711,99 +829,104 @@ subsetTo <- function(pSet, cells=NULL, drugs=NULL, molecular.data.cells=NULL, ke if (length(grep(molecular.data.type, names(molecular.data.cells))) > 0) { cells <- molecular.data.cells[[molecular.data.type]] } - column_indices <- NULL + column_indices <- NULL - if (length(cells)==0 && length(drugs)==0) { - column_indices <- 0:ncol(eset) - } - if(length(cells)==0 && pSet@datasetType=="sensitivity") { - column_indices <- 0:ncol(eset) - } + if (length(cells)==0 && length(drugs)==0) { + column_indices <- 0:ncol(eset) + } + if(length(cells)==0 && pSet@datasetType=="sensitivity") { + column_indices <- 0:ncol(eset) + } - cell_line_index <- NULL - if(length(cells)!=0) { - if (!all(cells %in% cellNames(pSet))) { - stop("Some of the cell names passed to function did not match to names in the PharmacoSet. Please ensure you are using cell names as returned by the cellNames function") - } - cell_line_index <- which(Biobase::pData(eset)[["cellid"]] %in% cells) - # if (length(na.omit(cell_line_index))==0){ - # stop("No cell lines matched") - # } - } - drugs_index <- NULL - if(pSet@datasetType=="perturbation" || pSet@datasetType=="both"){ - if(length(drugs) != 0) { - if (!all(drugs %in% drugNames(pSet))){ - stop("Some of the drug names passed to function did not match to names in the PharmacoSet. Please ensure you are using drug names as returned by the drugNames function") - } - drugs_index <- which(Biobase::pData(eset)[["drugid"]] %in% drugs) - # if (length(drugs_index)==0){ - # stop("No drugs matched") - # } - if(keep.controls) { - control_indices <- which(Biobase::pData(eset)[["xptype"]]=="control") - drugs_index <- c(drugs_index, control_indices) - } - } - } + cell_line_index <- NULL + if(length(cells)!=0) { + if (!all(cells %in% cellNames(pSet))) { + stop("Some of the cell names passed to function did not match to names in the PharmacoSet. Please ensure you are using cell names as returned by the cellNames function") + } + cell_line_index <- which(Biobase::pData(eset)[["cellid"]] %in% cells) + # if (length(na.omit(cell_line_index))==0){ + # stop("No cell lines matched") + # } + } + drugs_index <- NULL + if(pSet@datasetType=="perturbation" || pSet@datasetType=="both"){ + if(length(drugs) != 0) { + if (!all(drugs %in% drugNames(pSet))){ + stop("Some of the drug names passed to function did not match to names in the PharmacoSet. Please ensure you are using drug names as returned by the drugNames function") + } + drugs_index <- which(Biobase::pData(eset)[["drugid"]] %in% drugs) + # if (length(drugs_index)==0){ + # stop("No drugs matched") + # } + if(keep.controls) { + control_indices <- which(Biobase::pData(eset)[["xptype"]]=="control") + drugs_index <- c(drugs_index, control_indices) + } + } + } - if(length(drugs_index) != 0 && length(cell_line_index) != 0) { - if(length(intersect(drugs_index, cell_line_index)) == 0) { - stop("This Drug - Cell Line combination was not tested together.") - } - column_indices <- intersect(drugs_index, cell_line_index) - } else { - if(length(drugs_index) !=0) { + if(length(drugs_index) != 0 && length(cell_line_index) != 0) { + if(length(intersect(drugs_index, cell_line_index)) == 0) { + stop("This Drug - Cell Line combination was not tested together.") + } + column_indices <- intersect(drugs_index, cell_line_index) + } else { + if(length(drugs_index) !=0) { column_indices <- drugs_index } - if(length(cell_line_index) !=0) { + if(length(cell_line_index) !=0) { column_indices <- cell_line_index } - } + } - row_indices <- 0:nrow(Biobase::exprs(eset)) + row_indices <- 0:nrow(Biobase::exprs(eset)) - eset <- eset[row_indices,column_indices] - return(eset) + eset <- eset[row_indices,column_indices] + return(eset) }, cells=cells, drugs=drugs, molecular.data.cells=molecular.data.cells) if ((pSet@datasetType == "sensitivity" | pSet@datasetType == "both") & length(exps) != 0) { pSet@sensitivity$info <- pSet@sensitivity$info[exps, , drop=drop] + rownames(pSet@sensitivity$info) <- names(exps) if(length(pSet@sensitivity$raw) > 0) { pSet@sensitivity$raw <- pSet@sensitivity$raw[exps, , , drop=drop] + dimnames(pSet@sensitivity$raw)[[1]] <- names(exps) } pSet@sensitivity$profiles <- pSet@sensitivity$profiles[exps, , drop=drop] + rownames(pSet@sensitivity$profiles) <- names(exps) + + pSet@sensitivity$n <- .summarizeSensitivityNumbers(pSet) } else if ((pSet@datasetType == "sensitivity" | pSet@datasetType == "both") & (length(drugs) != 0 | length(cells) != 0)) { - drugs_index <- which (sensitivityInfo(pSet)[, "drugid"] %in% drugs) - cell_line_index <- which (sensitivityInfo(pSet)[,"cellid"] %in% cells) - if (length(drugs_index) !=0 & length(cell_line_index) !=0 ) { - if (length(intersect(drugs_index, cell_line_index)) == 0) { - stop("This Drug - Cell Line combination was not tested together.") - } - row_indices <- intersect(drugs_index, cell_line_index) - } else { - if(length(drugs_index)!=0 & length(cells)==0) { - row_indices <- drugs_index - } else { - if(length(cell_line_index)!=0 & length(drugs)==0){ - row_indices <- cell_line_index - } else { - row_indices <- vector() - } - } - } - pSet@sensitivity[names(pSet@sensitivity)[names(pSet@sensitivity)!="n"]] <- lapply(pSet@sensitivity[names(pSet@sensitivity)[names(pSet@sensitivity)!="n"]], function(x,i, drop){ - #browser() + drugs_index <- which (sensitivityInfo(pSet)[, "drugid"] %in% drugs) + cell_line_index <- which (sensitivityInfo(pSet)[,"cellid"] %in% cells) + if (length(drugs_index) !=0 & length(cell_line_index) !=0 ) { + if (length(intersect(drugs_index, cell_line_index)) == 0) { + stop("This Drug - Cell Line combination was not tested together.") + } + row_indices <- intersect(drugs_index, cell_line_index) + } else { + if(length(drugs_index)!=0 & length(cells)==0) { + row_indices <- drugs_index + } else { + if(length(cell_line_index)!=0 & length(drugs)==0){ + row_indices <- cell_line_index + } else { + row_indices <- vector() + } + } + } + pSet@sensitivity[names(pSet@sensitivity)[names(pSet@sensitivity)!="n"]] <- lapply(pSet@sensitivity[names(pSet@sensitivity)[names(pSet@sensitivity)!="n"]], function(x,i, drop){ + #browser() if (length(dim(x))==2){ return(x[i,,drop=drop]) } if (length(dim(x))==3){ return(x[i,,,drop=drop]) - } - }, i=row_indices, drop=drop) + } + }, i=row_indices, drop=drop) } if (length(drugs)==0) { @@ -811,23 +934,27 @@ subsetTo <- function(pSet, cells=NULL, drugs=NULL, molecular.data.cells=NULL, ke drugs <- unique(sensitivityInfo(pSet)[["drugid"]]) } if(pSet@datasetType == "perturbation" | pSet@datasetType == "both"){ - drugs <- union(drugs, na.omit(unionList(lapply(pSet@molecularProfiles, function(eSet){unique(Biobase::pData(eSet)[["drugid"]])})))) } + drugs <- union(drugs, na.omit(unionList(lapply(pSet@molecularProfiles, function(eSet){unique(Biobase::pData(eSet)[["drugid"]])})))) + } } if (length(cells)==0) { cells <- union(cells, na.omit(unionList(lapply(pSet@molecularProfiles, function(eSet){unique(Biobase::pData(eSet)[["cellid"]])})))) + if (pSet@datasetType =="sensitivity" | pSet@datasetType == "both"){ + cells <- union(cells, sensitivityInfo(pSet)[["cellid"]]) + } } drugInfo(pSet) <- drugInfo(pSet)[drugs , , drop=drop] cellInfo(pSet) <- cellInfo(pSet)[cells , , drop=drop] pSet@curation$drug <- pSet@curation$drug[drugs , , drop=drop] pSet@curation$cell <- pSet@curation$cell[cells , , drop=drop] pSet@curation$tissue <- pSet@curation$tissue[cells , , drop=drop] - if (pSet@datasetType == "sensitivity" | pSet@datasetType == "both") { + if (pSet@datasetType == "sensitivity" | pSet@datasetType == "both" & length(exps) == 0) { pSet@sensitivity$n <- pSet@sensitivity$n[cells, drugs , drop=drop] } if (pSet@datasetType == "perturbation" | pSet@datasetType == "both") { pSet@perturbation$n <- pSet@perturbation$n[cells,drugs, , drop=drop] } - return(pSet) + return(pSet) } ### TODO:: Add updating of sensitivity Number tables updateCellId <- function(pSet, new.ids = vector("character")){ @@ -844,11 +971,11 @@ updateCellId <- function(pSet, new.ids = vector("character")){ pSet@molecularProfiles <- lapply(pSet@molecularProfiles, function(eset){ - - myx <- match(Biobase::pData(eset)[["cellid"]],rownames(cellInfo(pSet))) - Biobase::pData(eset)[["cellid"]] <- new.ids[myx] - return(eset) - }) + + myx <- match(Biobase::pData(eset)[["cellid"]],rownames(cellInfo(pSet))) + Biobase::pData(eset)[["cellid"]] <- new.ids[myx] + return(eset) + }) myx <- match(rownames(pSet@curation$cell),rownames(cellInfo(pSet))) rownames(pSet@curation$cell) <- new.ids[myx] rownames(pSet@curation$tissue) <- new.ids[myx] @@ -912,12 +1039,12 @@ updateDrugId <- function(pSet, new.ids = vector("character")){ } if(pSet@datasetType=="perturbation"|pSet@datasetType=="both"){ - pSet@molecularProfiles <- lapply(pSet@molecularProfiles, function(eset){ - - myx <- match(Biobase::pData(eset)[["drugid"]],rownames(cellInfo(pSet))) - Biobase::pData(eset)[["drugid"]] <- new.ids[myx] - return(eset) - }) + pSet@molecularProfiles <- lapply(pSet@molecularProfiles, function(eset){ + + myx <- match(Biobase::pData(eset)[["drugid"]],rownames(cellInfo(pSet))) + Biobase::pData(eset)[["drugid"]] <- new.ids[myx] + return(eset) + }) } myx <- match(rownames(pSet@curation$drug),rownames(drugInfo(pSet))) rownames(pSet@curation$drug) <- new.ids[myx] @@ -956,7 +1083,7 @@ updateDrugId <- function(pSet, new.ids = vector("character")){ tt <- table(pSet@sensitivity$info[ , "cellid"], pSet@sensitivity$info[ , "drugid"]) sensitivity.info[rownames(tt), colnames(tt)] <- tt - return(sensitivity.info) + return(sensitivity.info) } .summarizePerturbationNumbers <- function(pSet) { @@ -991,14 +1118,14 @@ updateDrugId <- function(pSet, new.ids = vector("character")){ perturbation.info <- array(0, dim=c(length(celln), length(drugn), length(pSet@molecularProfiles)), dimnames=list(celln, drugn, names((pSet@molecularProfiles)))) - for (i in 1:length(pSet@molecularProfiles)) { - if (nrow(Biobase::pData(pSet@molecularProfiles[[i]])) > 0 && all(is.element(c("cellid", "drugid"), colnames(Biobase::pData(pSet@molecularProfiles[[i]]))))) { + for (i in 1:length(pSet@molecularProfiles)) { + if (nrow(Biobase::pData(pSet@molecularProfiles[[i]])) > 0 && all(is.element(c("cellid", "drugid"), colnames(Biobase::pData(pSet@molecularProfiles[[i]]))))) { tt <- table(Biobase::pData(pSet@molecularProfiles[[i]])[ , "cellid"], Biobase::pData(pSet@molecularProfiles[[i]])[ , "drugid"]) - perturbation.info[rownames(tt), colnames(tt), names(pSet@molecularProfiles)[i]] <- tt - } - } + perturbation.info[rownames(tt), colnames(tt), names(pSet@molecularProfiles)[i]] <- tt + } + } - return(perturbation.info) + return(perturbation.info) } #' A function to verify the structure of a PharmacoSet @@ -1032,61 +1159,61 @@ checkPSetStructure <- hist(Biobase::exprs(profile), breaks = 100) dev.off() } - ifelse(nrow(Biobase::fData(profile)) != nrow(Biobase::exprs(profile)), sprintf("%s: number of features in fData is different from expression slots", nn), sprintf("%s: fData dimension is OK", nn)) - ifelse(nrow(Biobase::pData(profile)) != ncol(Biobase::exprs(profile)), sprintf("%s: number of cell lines in pData is different from expression slots", nn), sprintf("%s: pData dimension is OK", nn)) - ifelse("cellid" %in% colnames(Biobase::pData(profile)), "", sprintf("%s: cellid does not exist in pData columns", nn)) - ifelse("batchid" %in% colnames(Biobase::pData(profile)), "", sprintf("%s: batchid does not exist in pData columns", nn)) + warning(ifelse(nrow(Biobase::fData(profile)) != nrow(Biobase::exprs(profile)), sprintf("%s: number of features in fData is different from expression slots", nn), sprintf("%s: fData dimension is OK", nn))) + warning(ifelse(nrow(Biobase::pData(profile)) != ncol(Biobase::exprs(profile)), sprintf("%s: number of cell lines in pData is different from expression slots", nn), sprintf("%s: pData dimension is OK", nn))) + warning(ifelse("cellid" %in% colnames(Biobase::pData(profile)), "", sprintf("%s: cellid does not exist in pData columns", nn))) + warning(ifelse("batchid" %in% colnames(Biobase::pData(profile)), "", sprintf("%s: batchid does not exist in pData columns", nn))) if(Biobase::annotation(profile) == "rna" | Biobase::annotation(profile) == "rnaseq") { - ifelse("BEST" %in% colnames(Biobase::fData(profile)), "BEST is OK", sprintf("%s: BEST does not exist in fData columns", nn)) - ifelse("Symbol" %in% colnames(Biobase::fData(profile)), "Symbol is OK", sprintf("%s: Symbol does not exist in fData columns", nn)) + warning(ifelse("BEST" %in% colnames(Biobase::fData(profile)), "BEST is OK", sprintf("%s: BEST does not exist in fData columns", nn))) + warning(ifelse("Symbol" %in% colnames(Biobase::fData(profile)), "Symbol is OK", sprintf("%s: Symbol does not exist in fData columns", nn))) } if("cellid" %in% colnames(Biobase::pData(profile))) { if(!all(Biobase::pData(profile)[,"cellid"] %in% rownames(pSet@cell))) { - sprintf("%s: not all the cell lines in this profile are in cell lines slot", nn) + warning(sprintf("%s: not all the cell lines in this profile are in cell lines slot", nn)) } }else { - sprintf("%s: cellid does not exist in pData", nn) + warning(sprintf("%s: cellid does not exist in pData", nn)) } } if("tissueid" %in% colnames(pSet@cell)) { - print(sprintf("There is no tissue type for this cell line(s): %s", paste(rownames(pSet@cell)[which(is.na(pSet@cell[,"tissueid"]))]), collapse=" ")) + message(sprintf("There is no tissue type for this cell line(s): %s", paste(rownames(pSet@cell)[which(is.na(pSet@cell[,"tissueid"]))]), collapse=" ")) } else { - print("tissueid does not exist in cell slot") + warning("tissueid does not exist in cell slot") } if(class(pSet@cell) != "data.frame") { - print("cell slot class type should be dataframe") + warning("cell slot class type should be dataframe") } if(class(pSet@drug) != "data.frame") { - print("drug slot class type should be dataframe") + warning("drug slot class type should be dataframe") } if(pSet@datasetType %in% c("sensitivity", "both")) { if(class(pSet@sensitivity$info) != "data.frame") { - print("sensitivity info slot class type should be dataframe") + warning("sensitivity info slot class type should be dataframe") } if("cellid" %in% colnames(pSet@sensitivity$info)) { if(!all(pSet@sensitivity$info[,"cellid"] %in% rownames(pSet@cell))) { - print("not all the cell lines in sensitivity data are in cell slot") + warning("not all the cell lines in sensitivity data are in cell slot") } }else { - print("cellid does not exist in sensitivity info") + warning("cellid does not exist in sensitivity info") } if("drugid" %in% colnames(pSet@sensitivity$info)) { if(!all(pSet@sensitivity$info[,"drugid"] %in% rownames(pSet@drug))) { - print("not all the drugs in sensitivity data are in drug slot") + warning("not all the drugs in sensitivity data are in drug slot") } }else { - print("drugid does not exist in sensitivity info") + warning("drugid does not exist in sensitivity info") } if(!is.na(pSet@sensitivity$raw)) { if(!all(dimnames(pSet@sensitivity$raw)[[1]] %in% rownames(pSet@sensitivity$info))) { - print("For some experiments there is raw sensitivity data but no experimet information in sensitivity info") + warning("For some experiments there is raw sensitivity data but no experimet information in sensitivity info") } } if(!all(rownames(pSet@sensitivity$profiles) %in% rownames(pSet@sensitivity$info))) { - print("For some experiments there is sensitivity profiles but no experimet information in sensitivity info") + warning("For some experiments there is sensitivity profiles but no experimet information in sensitivity info") } } } diff --git a/R/combineTest.R b/R/combineTest.R index 593542a..dc73594 100644 --- a/R/combineTest.R +++ b/R/combineTest.R @@ -5,26 +5,26 @@ combineTest <- function(p, weight, method=c("fisher", "z.transform", "logit"), hetero=FALSE, na.rm=FALSE) { - if(hetero) { stop("function to deal with heterogeneity is not implemented yet!") } - method <- match.arg(method) - na.ix <- is.na(p) - if(any(na.ix) && !na.rm) { stop("missing values are present!") } - if(all(na.ix)) { return(NA) } ## all p-values are missing - p <- p[!na.ix] - k <- length(p) - if(k == 1) { return(p) } - if(missing(weight)) { weight <- rep(1, k); } - switch(method, - "fisher"={ - cp <- pchisq(-2 * sum(log(p)), df=2*k, lower.tail=FALSE) - }, - "z.transform"={ - z <- qnorm(p, lower.tail=FALSE) - cp <- pnorm(sum(weight * z) / sqrt(sum(weight^2)), lower.tail=FALSE) - }, - "logit"={ - tt <- (- sum(log(p / (1 - p)))) / sqrt(k * pi^2 * (5 * k + 2) / (3 * (5 * k + 4))) - cp <- pt(tt,df=5*k+4, lower.tail=FALSE) - }) - return(cp) + if(hetero) { stop("function to deal with heterogeneity is not implemented yet!") } + method <- match.arg(method) + na.ix <- is.na(p) + if(any(na.ix) && !na.rm) { stop("missing values are present!") } + if(all(na.ix)) { return(NA) } ## all p-values are missing + p <- p[!na.ix] + k <- length(p) + if(k == 1) { return(p) } + if(missing(weight)) { weight <- rep(1, k); } + switch(method, + "fisher"={ + cp <- pchisq(-2 * sum(log(p)), df=2*k, lower.tail=FALSE) + }, + "z.transform"={ + z <- qnorm(p, lower.tail=FALSE) + cp <- pnorm(sum(weight * z) / sqrt(sum(weight^2)), lower.tail=FALSE) + }, + "logit"={ + tt <- (- sum(log(p / (1 - p)))) / sqrt(k * pi^2 * (5 * k + 2) / (3 * (5 * k + 4))) + cp <- pt(tt,df=5*k+4, lower.tail=FALSE) + }) + return(cp) } \ No newline at end of file diff --git a/R/computeAUC.R b/R/computeAUC.R index d001cf5..a2dfc2b 100644 --- a/R/computeAUC.R +++ b/R/computeAUC.R @@ -10,6 +10,7 @@ #' range of (0,100) #' @param area.type Should the area be computed using the actual data ("Actual"), or a fitted curve ("Fitted") #' @param verbose [boolean] If 'TRUE' the function will retrun warnings and other infomrative messages. +#' @return Numeric AUC value #' @export #' @import caTools diff --git a/R/computeDrugSensitivity.R b/R/computeDrugSensitivity.R index a06d951..7fd0681 100644 --- a/R/computeDrugSensitivity.R +++ b/R/computeDrugSensitivity.R @@ -71,8 +71,8 @@ max.dose <- 10^100 for(i in 1:length(doses)) { - min.dose <- max(min.dose, min(as.numeric(doses[[i]]), na.rm = T), na.rm = T) - max.dose <- min(max.dose, max(as.numeric(doses[[i]]), na.rm = T), na.rm = T) + min.dose <- max(min.dose, min(as.numeric(doses[[i]]), na.rm = TRUE), na.rm = TRUE) + max.dose <- min(max.dose, max(as.numeric(doses[[i]]), na.rm = TRUE), na.rm = TRUE) } common.ranges <- list() diff --git a/R/computeIC50.R b/R/computeIC50.R index 787f44b..aca0d1e 100644 --- a/R/computeIC50.R +++ b/R/computeIC50.R @@ -1,15 +1,15 @@ -#' Fits dose-response curves to data given by the user -#' and returns the IC50 of the fitted curve. -#' -#' @param conc [vector] is a vector of drug concentrations. -#' @param viability [vector] is a vector whose entries are the viability values observed in the presence of the -#' drug concentrations whose logarithms are in the corresponding entries of the log_conc, expressed as percentages -#' of viability in the absence of any drug. -#' @param trunc [logical], if true, causes viability data to be truncated to lie between 0 and 1 before -#' curve-fitting is performed. -#' @param verbose [logical] should diagnostic messages be printed? (default=FALSE) -#' @return An estimate of the IC50 for the concentrations and viabilities provided -#' @export +#'Fits dose-response curves to data given by the user +#'and returns the IC50 of the fitted curve. +#' +#'@param conc [vector] is a vector of drug concentrations. +#'@param viability [vector] is a vector whose entries are the viability values observed in the presence of the +#'drug concentrations whose logarithms are in the corresponding entries of the log_conc, expressed as percentages +#'of viability in the absence of any drug. +#'@param trunc [logical], if true, causes viability data to be truncated to lie between 0 and 1 before +#'curve-fitting is performed. +#'@param verbose [logical] should diagnostic messages be printed? (default=FALSE) +#'@return An estimate of the IC50 for the concentrations and viabilities provided +#'@export computeIC50 <- function(conc, viability, trunc = TRUE, verbose=FALSE) { diff --git a/R/connectivityScore.R b/R/connectivityScore.R index 2966796..9b6bebd 100644 --- a/R/connectivityScore.R +++ b/R/connectivityScore.R @@ -61,10 +61,10 @@ connectivityScore <- function(x, y, method=c("gsea", "gwc"), nperm=1e4, nthread= method <- match.arg(method) if (class(x) != "matrix") { - x <- as.matrix(x) + x <- as.matrix(x) } if (class(y) != "matrix") { - y <- as.matrix(y) + y <- as.matrix(y) } if ((ncol(x) != 2 || ncol(y) != 2) && method=="gwc") { stop ("x and y should have 2 columns: effect size and corresponding p-values") @@ -81,36 +81,40 @@ connectivityScore <- function(x, y, method=c("gsea", "gwc"), nperm=1e4, nthread= stop ("The minimum number of permutations for permutation testing is 100") } switch (method, - "gsea" = { - ## remove missing values - y <- y[!is.na(y[ ,1]), , drop=FALSE] - x <- x[!is.na(x[ ,1]), , drop=FALSE] - ## create gene set - gset <- cbind("gene"=rownames(y), "set"=ifelse(as.numeric(y[ , 1]) >= 0, "UP", "DOWN")) - gset <- piano::loadGSC(gset) - ## run enrichment analysis - nes <- piano::runGSA(geneLevelStats=x[ , 1], geneSetStat="gsea", gsc=gset, nPerm=nperm + (nperm %% nthread), ncpus=nthread, verbose=FALSE, ...) - ## merge p-values for negative and positive enrichment scores - nes$pDistinctDir <- nes$pDistinctDirUp - nes$pDistinctDir[is.na(nes$pDistinctDirUp), 1] <- nes$pDistinctDirDn[is.na(nes$pDistinctDirUp), 1] - nes.up <- c(nes$statDistinctDir[which(names(nes$gsc) == "UP"), 1], nes$pDistinctDir[which(names(nes$gsc) == "UP"), 1]) - nes.down <- c(nes$statDistinctDir[which(names(nes$gsc) == "DOWN"), 1], nes$pDistinctDir[which(names(nes$gsc) == "DOWN"), 1]) - ## combine UP and DOWN - if (complete.cases(cbind(nes.up, nes.down)) && sign(nes.up[1]) != sign(nes.down[1])) { - score <- c("es"=(nes.up[1] - nes.down[1]) / 2, "p"=combineTest(p=c(nes.up[2], nes.down[2]), method="fisher", na.rm=TRUE)) - } else { - score <- c("score"=0, "p"=1) - } - }, - "gwc" = { - ## intersection between x and y - ii <- intersect(rownames(x), rownames(y)) - if(length(ii) < 10) { - stop ("Less than 10 probes/genes in common between x and y") - } - score <- gwc(x1=x[ii, 1], p1=x[ii, 2], x2=y[ii, 1], p2=y[ii, 2], method.cor=gwc.method, nperm=nperm, ...) - names(score) <- c("score", "p") - } + "gsea" = { + ## remove missing values + y <- y[!is.na(y[ ,1]), , drop=FALSE] + x <- x[!is.na(x[ ,1]), , drop=FALSE] + ## create gene set + gset <- cbind("gene"=rownames(y), "set"=ifelse(as.numeric(y[ , 1]) >= 0, "UP", "DOWN")) + gset <- piano::loadGSC(gset) + ## run enrichment analysis + nes <- piano::runGSA(geneLevelStats=x[ , 1], geneSetStat="gsea", gsc=gset, nPerm=nperm + (nperm %% nthread), ncpus=nthread, verbose=FALSE, ...) + ## merge p-values for negative and positive enrichment scores + nes$pDistinctDir <- nes$pDistinctDirUp + nes$pDistinctDir[is.na(nes$pDistinctDirUp), 1] <- nes$pDistinctDirDn[is.na(nes$pDistinctDirUp), 1] + nes.up <- c(nes$statDistinctDir[which(names(nes$gsc) == "UP"), 1], nes$pDistinctDir[which(names(nes$gsc) == "UP"), 1]) + nes.down <- c(nes$statDistinctDir[which(names(nes$gsc) == "DOWN"), 1], nes$pDistinctDir[which(names(nes$gsc) == "DOWN"), 1]) + ## combine UP and DOWN + if (length(nes.up) == 0){ + score = c("es" = -nes.down[1], "p" = nes.down[2]) + } else if (length(nes.down) == 0){ + score = c("es" = nes.up[1], "p" = nes.up[2]) + } else if (complete.cases(cbind(nes.up, nes.down)) && sign(nes.up[1]) != sign(nes.down[1])) { + score <- c("es"=(nes.up[1] - nes.down[1]) / 2, "p"=combineTest(p=c(nes.up[2], nes.down[2]), method="fisher", na.rm=TRUE)) + } else { + score <- c("score"=0, "p"=1) + } + }, + "gwc" = { + ## intersection between x and y + ii <- intersect(rownames(x), rownames(y)) + if(length(ii) < 10) { + stop ("Less than 10 probes/genes in common between x and y") + } + score <- gwc(x1=x[ii, 1], p1=x[ii, 2], x2=y[ii, 1], p2=y[ii, 2], method.cor=gwc.method, nperm=nperm, ...) + names(score) <- c("score", "p") + } ) return (score) -} \ No newline at end of file +} diff --git a/R/corWeighted.R b/R/corWeighted.R index 0477ff3..80d0a68 100644 --- a/R/corWeighted.R +++ b/R/corWeighted.R @@ -2,11 +2,11 @@ ## Compute a weighted correlation coefficient ## inspired from package boot ## -## inputs: +## inputs: ## - ## ## outputs, a list of items: -## - +## - ## ################################################# diff --git a/R/downloadPSet.R b/R/downloadPSet.R index f0fa931..f428ec8 100644 --- a/R/downloadPSet.R +++ b/R/downloadPSet.R @@ -31,13 +31,13 @@ availablePSets <- function(saveDir=file.path(".", "PSets"), myfn="PSets.csv", ve #' \code{PharmacoGx}. #' #' @param name \code{Character} string, the name of the PhamracoSet to download. -#' The available options are CGP, CCLE, and CMAP #' @param saveDir \code{Character} string with the folder path where the #' PharmacoSet should be saved. Defaults to \code{'./PSets/'}. Will create #' directory if it does not exist. #' @param myfn \code{character} string, the file name to save the dataset under #' @param verbose \code{bool} Should status messages be printed during download. #' Defaults to TRUE. +#' @return A PSet object with the dataset, downloaded from our server #' @export #' @import downloader diff --git a/R/downloadSignatures.R b/R/downloadSignatures.R index 42b62fe..44f5bdb 100644 --- a/R/downloadSignatures.R +++ b/R/downloadSignatures.R @@ -15,6 +15,7 @@ #' @param myfn \code{character} string, the file name to save the dataset under #' @param verbose \code{bool} Should status messages be printed during download. #' Defaults to TRUE. +#' @return An array type object contaning the signatures #' @export #' @import downloader diff --git a/R/drugDoseResponseCurve.R b/R/drugDoseResponseCurve.R index 95a073a..c5db456 100644 --- a/R/drugDoseResponseCurve.R +++ b/R/drugDoseResponseCurve.R @@ -44,6 +44,7 @@ #' @importFrom graphics points #' @importFrom graphics lines #' @importFrom graphics legend +#' @importFrom magicaxis magaxis drugDoseResponseCurve <- @@ -72,11 +73,11 @@ drugDoseResponseCurve <- pSetIndex[[i]] <- i if (length(exp_i) == 1) { drug.responses <- as.data.frame(cbind("Dose"=as.numeric(as.vector(pSets[[i]]@sensitivity$raw[exp_i, , "Dose"])), - "Viability"=as.numeric(as.vector(pSets[[i]]@sensitivity$raw[exp_i, , "Viability"])), stringsAsFactors=F)) + "Viability"=as.numeric(as.vector(pSets[[i]]@sensitivity$raw[exp_i, , "Viability"])), stringsAsFactors=FALSE)) drug.responses <- drug.responses[complete.cases(drug.responses), ] }else{ drug.responses <- as.data.frame(cbind("Dose"=apply(pSets[[i]]@sensitivity$raw[exp_i, , "Dose"], 2, function(x){median(as.numeric(x), na.rm=TRUE)}), - "Viability"=apply(pSets[[i]]@sensitivity$raw[exp_i, , "Viability"], 2, function(x){median(as.numeric(x), na.rm=TRUE)}), stringsAsFactors=F)) + "Viability"=apply(pSets[[i]]@sensitivity$raw[exp_i, , "Viability"], 2, function(x){median(as.numeric(x), na.rm=TRUE)}), stringsAsFactors=FALSE)) drug.responses <- drug.responses[complete.cases(drug.responses), ] } doses[[i]] <- drug.responses$Dose @@ -99,7 +100,7 @@ drugDoseResponseCurve <- pSetIndex[[j]] <- i drug.responses <- as.data.frame(cbind("Dose"=as.numeric(as.vector(pSets[[i]]@sensitivity$raw[exp, , "Dose"])), - "Viability"=as.numeric(as.vector(pSets[[i]]@sensitivity$raw[exp, , "Viability"])), stringsAsFactors=F)) + "Viability"=as.numeric(as.vector(pSets[[i]]@sensitivity$raw[exp, , "Viability"])), stringsAsFactors=FALSE)) drug.responses <- drug.responses[complete.cases(drug.responses), ] doses[[j]] <- drug.responses$Dose responses[[j]] <- drug.responses$Viability diff --git a/R/drugPerturbationSig.R b/R/drugPerturbationSig.R index 8a5c039..d07d2d4 100644 --- a/R/drugPerturbationSig.R +++ b/R/drugPerturbationSig.R @@ -1,4 +1,4 @@ -# Get Drug Perturbation Signatures from a PharmacoSet +# Get Drug Perturbation Signatures from a PharmacoSet ############################################################################### ## Drug perturbation analysis ## create profiles before vs after drug for each drug @@ -43,17 +43,17 @@ drugPerturbationSig <- function(pSet, mDataType, drugs, features, nthread=1, returnValues=c("estimate","tstat", "pvalue", "fdr"), verbose=FALSE){ - availcore <- parallel::detectCores() - if ( nthread > availcore) { - nthread <- availcore - } + availcore <- parallel::detectCores() + if ( nthread > availcore) { + nthread <- availcore + } options("mc.cores"=nthread) if (mDataType %in% names(pSet@molecularProfiles)) { #eset <- pSet@molecularProfiles[[mDataType]] - if(Biobase::annotation(pSet@molecularProfiles[[mDataType]])!="rna"){ - stop(sprintf("Only rna data type perturbations are currently implemented")) - } + if(Biobase::annotation(pSet@molecularProfiles[[mDataType]])!="rna"){ + stop(sprintf("Only rna data type perturbations are currently implemented")) + } } else { stop (sprintf("This pSet does not have any molecular data of type %s, choose among: %s", mDataType), paste(names(pSet@molecularProfiles), collapse=", ")) } diff --git a/R/drugSensitivitySig.R b/R/drugSensitivitySig.R index 347602f..ee17c27 100644 --- a/R/drugSensitivitySig.R +++ b/R/drugSensitivitySig.R @@ -1,19 +1,19 @@ ################################################ ## Rank genes based on drug effect in the Connectivity Map ## -## inputs: +## inputs: ## - data: gene expression data matrix -## - drugpheno: sensititivity values fo thr drug of interest -## - type: cell or tissue type for each experiment -## - duration: experiment duration in hours +## - drugpheno: sensititivity values fo thr drug of interest +## - type: cell or tissue type for each experiment +## - duration: experiment duration in hours ## - batch: experiment batches -## - single.type: Should the statitsics be computed for each cell/tissue type separately? +## - single.type: Should the statitsics be computed for each cell/tissue type separately? ## - nthread: number of parallel threads (bound to the maximum number of cores available) ## ## outputs: ## list of datafraes with the statistics for each gene, for each type ## -## Notes: duration is not taken into account as only 4 perturbations lasted 12h, the other 6096 lasted 6h +## Notes: duration is not taken into account as only 4 perturbations lasted 12h, the other 6096 lasted 6h ################################################# @@ -63,13 +63,13 @@ #' @import parallel drugSensitivitySig <- function(pSet, mDataType, drugs, features, sensitivity.measure=c("ic50_published", "auc_published", "ic50_recomputed", "auc_recomputed", "auc_recomputed_star"), molecular.summary.stat=c("mean", "median", "first", "last", "or", "and"), sensitivity.summary.stat=c("mean", "median", "first", "last"), returnValues=c("estimate", "pvalue", "fdr"), sensitivity.cutoff, nthread=1, verbose=TRUE) { - - ### This function needs to: Get a table of AUC values per cell line / drug - ### Be able to recompute those values on the fly from raw data if needed to change concentration - ### Be able to choose different summary methods on fly if needed (need to add annotation to table to tell what summary method previously used) - ### Be able to extract genomic data - ### Run rankGeneDrugSens in parallel at the drug level - ### Return matrix as we had before + + ### This function needs to: Get a table of AUC values per cell line / drug + ### Be able to recompute those values on the fly from raw data if needed to change concentration + ### Be able to choose different summary methods on fly if needed (need to add annotation to table to tell what summary method previously used) + ### Be able to extract genomic data + ### Run rankGeneDrugSens in parallel at the drug level + ### Return matrix as we had before sensitivity.measure <- match.arg(sensitivity.measure) molecular.summary.stat <- match.arg(molecular.summary.stat) @@ -134,8 +134,8 @@ drugSensitivitySig <- function(pSet, mDataType, drugs, features, sensitivity.mea features <- features[fix] } - drugpheno.all <- t(summarizeSensitivityProfiles(pSet, sensitivity.measure=sensitivity.measure, summary.stat=sensitivity.summary.stat, verbose=verbose)) - dix <- is.element(drugn, colnames(drugpheno.all)) + drugpheno.all <- t(summarizeSensitivityProfiles(pSet, sensitivity.measure=sensitivity.measure, summary.stat=sensitivity.summary.stat, verbose=verbose)) + dix <- is.element(drugn, colnames(drugpheno.all)) if (verbose && !all(dix)) { warning (sprintf("%i/%i drugs can be found", sum(dix), length(drugn))) } @@ -144,16 +144,16 @@ drugSensitivitySig <- function(pSet, mDataType, drugs, features, sensitivity.mea } drugn <- drugn[dix] - pSet@molecularProfiles[[mDataType]] <- summarizeMolecularProfiles(pSet=pSet, mDataType=mDataType, summary.stat=molecular.summary.stat, verbose=verbose) - drugpheno.all <- drugpheno.all[phenoInfo(pSet, mDataType)[ ,"cellid"], , drop=FALSE] - - type <- as.factor(cellInfo(pSet)[phenoInfo(pSet, mDataType)[ ,"cellid"], "tissueid"]) + pSet@molecularProfiles[[mDataType]] <- summarizeMolecularProfiles(pSet=pSet, mDataType=mDataType, summary.stat=molecular.summary.stat, verbose=verbose) + drugpheno.all <- drugpheno.all[phenoInfo(pSet, mDataType)[ ,"cellid"], , drop=FALSE] + + type <- as.factor(cellInfo(pSet)[phenoInfo(pSet, mDataType)[ ,"cellid"], "tissueid"]) batch <- phenoInfo(pSet, mDataType)[, "batchid"] batch[!is.na(batch) & batch == "NA"] <- NA batch <- as.factor(batch) - names(batch) <- phenoInfo(pSet, mDataType)[ , "cellid"] - batch <- batch[rownames(drugpheno.all)] - # duration <- sensitivityInfo(pSet)[,"duration_h"] + names(batch) <- phenoInfo(pSet, mDataType)[ , "cellid"] + batch <- batch[rownames(drugpheno.all)] + # duration <- sensitivityInfo(pSet)[,"duration_h"] ## compute drug sensitivity signatures if (verbose) { message("Computation of drug sensitivity signatures...") @@ -188,5 +188,5 @@ drugSensitivitySig <- function(pSet, mDataType, drugs, features, sensitivity.mea drug.sensitivity <- PharmacoSig(drug.sensitivity, PSetName = pSetName(pSet), Call ="as.character(match.call())", SigType='Sensitivity') - return(drug.sensitivity) + return(drug.sensitivity) } diff --git a/R/geneDrugPerturbation.R b/R/geneDrugPerturbation.R index 8b7b8d1..df42ad2 100644 --- a/R/geneDrugPerturbation.R +++ b/R/geneDrugPerturbation.R @@ -17,61 +17,61 @@ geneDrugPerturbation <- function(x, concentration, type, batch, duration, model= ## ## output: ## vector reporting the effect size (estimateof the coefficient of drug concentration), standard error (se), sample size (n), t statistic, and F statistics and its corresponding p-value - + - nc <- c("estimate", "se", "n", "tstat", "fstat", "pvalue") - if (length(sort(unique(concentration))) < 2) { - warning("No drug concentrations tested") - tt <- rep(NA, length(nc)) - names(tt) <- nc - return(tt) - } - ff0 <- sprintf("x ~ 1") - ff <- sprintf("%s + concentration", ff0) - + nc <- c("estimate", "se", "n", "tstat", "fstat", "pvalue") + if (length(sort(unique(concentration))) < 2) { + warning("No drug concentrations tested") + tt <- rep(NA, length(nc)) + names(tt) <- nc + return(tt) + } + ff0 <- sprintf("x ~ 1") + ff <- sprintf("%s + concentration", ff0) + - if (length(sort(unique(type))) > 1) { - ff0 <- sprintf("%s + type", ff0) - ff <- sprintf("%s + type", ff) - } - if (length(sort(unique(batch))) > 1) { - ff0 <- sprintf("%s + batch", ff0) - ff <- sprintf("%s + batch", ff) - } + if (length(sort(unique(type))) > 1) { + ff0 <- sprintf("%s + type", ff0) + ff <- sprintf("%s + type", ff) + } + if (length(sort(unique(batch))) > 1) { + ff0 <- sprintf("%s + batch", ff0) + ff <- sprintf("%s + batch", ff) + } ### add experiment duration if the vector consists of more than one different value if(length(sort(unique(duration))) > 2){ - ff0 <- sprintf("%s + duration", ff0) - ff <- sprintf("%s + duration", ff) + ff0 <- sprintf("%s + duration", ff0) + ff <- sprintf("%s + duration", ff) } - dd <- data.frame("x"=x, "concentration"=concentration, "duration"=duration, "type"=type, "batch"=batch) - nn <- sum(complete.cases(dd)) - if(nn < 3) { - tt <- c("estimate"=NA, "se"=NA, "n"=nn, "tsat"=NA, "fstat"=NA, "pvalue"=NA) - } else { - names(dd)[1]<-"x" - mm0 <- lm(formula=ff0, data=dd, model=FALSE, x=FALSE, y=FALSE, qr=TRUE) - mm <- lm(formula=ff, data=dd, model=model, x=FALSE, y=FALSE, qr=TRUE) + dd <- data.frame("x"=x, "concentration"=concentration, "duration"=duration, "type"=type, "batch"=batch) + nn <- sum(complete.cases(dd)) + if(nn < 3) { + tt <- c("estimate"=NA, "se"=NA, "n"=nn, "tsat"=NA, "fstat"=NA, "pvalue"=NA) + } else { + names(dd)[1]<-"x" + mm0 <- lm(formula=ff0, data=dd, model=FALSE, x=FALSE, y=FALSE, qr=TRUE) + mm <- lm(formula=ff, data=dd, model=model, x=FALSE, y=FALSE, qr=TRUE) - mmc <- stats::anova(mm0, mm) - mm <- summary(mm) + mmc <- stats::anova(mm0, mm) + mm <- summary(mm) ## extract statistics - tt <- c("estimate"=mm$coefficients["concentration", "Estimate"], "se"=mm$coefficients["concentration", "Std. Error"], "n"=nn, "tsat"=mm$coefficients["concentration", "t value"], "fstat"=mmc$F[2], "pvalue"=mmc$'Pr(>F)'[2]) - } - names(tt) <- nc + tt <- c("estimate"=mm$coefficients["concentration", "Estimate"], "se"=mm$coefficients["concentration", "Std. Error"], "n"=nn, "tsat"=mm$coefficients["concentration", "t value"], "fstat"=mmc$F[2], "pvalue"=mmc$'Pr(>F)'[2]) + } + names(tt) <- nc ## add tissue type/cell line statistics - if(length(sort(unique(type))) > 1) { - rr <- summary(mm0) - ttype <- c("type.fstat"=rr$fstatistic["value"], "type.pvalue"=pf(q=rr$fstatistic["value"], df1=rr$fstatistic["numdf"], df2=rr$fstatistic["dendf"], lower.tail=FALSE)) - names(ttype) <- c("type.fstat", "type.pvalue") - } else { ttype <- c("type.fstat"=NA, "type.pvalue"=NA) } - tt <- c(tt, ttype) + if(length(sort(unique(type))) > 1) { + rr <- summary(mm0) + ttype <- c("type.fstat"=rr$fstatistic["value"], "type.pvalue"=pf(q=rr$fstatistic["value"], df1=rr$fstatistic["numdf"], df2=rr$fstatistic["dendf"], lower.tail=FALSE)) + names(ttype) <- c("type.fstat", "type.pvalue") + } else { ttype <- c("type.fstat"=NA, "type.pvalue"=NA) } + tt <- c(tt, ttype) ## add model - if (model) { tt <- list("stats"=tt, "model"=mm)} - return(tt) + if (model) { tt <- list("stats"=tt, "model"=mm)} + return(tt) } diff --git a/R/intersectList.R b/R/intersectList.R index ddbf382..9693aea 100644 --- a/R/intersectList.R +++ b/R/intersectList.R @@ -22,7 +22,10 @@ intersectList <- function(...) { args <- list(...) nargs <- length(args) - if (nargs <= 1) { + if(nargs == 0) { + return(args) + } + if (nargs == 1) { if (nargs == 1 && is.list(args[[1]])) { do.call("intersectList", args[[1]]) } else { diff --git a/R/intersectPSets.R b/R/intersectPSets.R index cf6cdb8..f6ad705 100644 --- a/R/intersectPSets.R +++ b/R/intersectPSets.R @@ -5,8 +5,7 @@ #' and/or cell lines, and return PharmacoSets that contain data only pertaining #' to the common drugs, and/or cell lines. The mapping between dataset #' drug and cell names is done either using annotations found in the -#' PharmacoSet object's internal curation slot, or according to matching tables -#' provided by the user +#' PharmacoSet object's internal curation slot #' #' @examples #' data(GDSCsmall) @@ -88,18 +87,40 @@ intersectPSet <- function (pSets, intersectOn=c("drugs", "cell.lines", "concentr } common.molecular.cells <- list() for (molecular.type in molecular.types) { - common.molecular.cells[[molecular.type]] <- intersectList(lapply(pSets, - function (pSet) { return(unionList(sapply(pSet@molecularProfiles, + if(strictIntersect){ + common.molecular.cells[[molecular.type]] <- intersectList(lapply(pSets, + function (pSet) { + eSets <- names(unlist(sapply(pSet@molecularProfiles, function(eSet){grep(molecular.type, Biobase::annotation(eSet))}))) + if(length(eSets) > 0){ + return(intersectList(sapply(eSets, + function(eSet) { + if (length(grep(molecular.type, Biobase::annotation(pSet@molecularProfiles[[eSet]]))) > 0) { + intersect(Biobase::pData(pSet@molecularProfiles[[eSet]])$cellid, common.cells) + } + }))) + } + })) + }else{ + common.molecular.cells[[molecular.type]] <- intersectList(lapply(pSets, + function (pSet) { + eSets <- names(unlist(sapply(pSet@molecularProfiles, function(eSet){grep(molecular.type, Biobase::annotation(eSet))}))) + return(unionList(sapply(eSets, function(eSet) { - if (length(grep(molecular.type, Biobase::annotation(eSet))) > 0) { - intersect(Biobase::pData(eSet)$cellid, common.cells) - } - }))) - })) + if (length(grep(molecular.type, Biobase::annotation(pSet@molecularProfiles[[eSet]]))) > 0) { + intersect(Biobase::pData(pSet@molecularProfiles[[eSet]])$cellid, common.cells) + } + }))) + })) + } } + for(i in 1:length(pSets)){ - pSets[[i]] <- subsetTo(pSet=pSets[[i]], drugs=common.drugs, cells=common.cells, exps=expMatch, molecular.data.cells=common.molecular.cells) + if(strictIntersect){ + pSets[[i]] <- subsetTo(pSet=pSets[[i]], drugs=common.drugs, cells=common.cells, exps=expMatch, molecular.data.cells=common.molecular.cells) + } else { + pSets[[i]] <- subsetTo(pSet=pSets[[i]], drugs=common.drugs, cells=common.cells, molecular.data.cells=common.molecular.cells) + } } return(pSets) } diff --git a/R/rankGeneDrugPerturbation.R b/R/rankGeneDrugPerturbation.R index 8d7a5c9..f0bd614 100644 --- a/R/rankGeneDrugPerturbation.R +++ b/R/rankGeneDrugPerturbation.R @@ -8,131 +8,131 @@ ################################################# ## Rank genes based on drug effect in the Connectivity Map ## -## inputs: +## inputs: ## - data: gene expression data matrix -## - drug: single or vector of drug(s) of interest; if a vector of drugs is provided, they will be considered as being the same drug and will be jointly analyszed -## - drug.id: drug used in each experiment -## - drug.concentration: drug concentration used in each experiment -## - type: cell or tissue type for each experiment -## - xp: type of experiment (perturbation or control) +## - drug: single or vector of drug(s) of interest; if a vector of drugs is provided, they will be considered as being the same drug and will be jointly analyszed +## - drug.id: drug used in each experiment +## - drug.concentration: drug concentration used in each experiment +## - type: cell or tissue type for each experiment +## - xp: type of experiment (perturbation or control) ## - batch: experiment batches ## - duration: The duration of the experiment, in a consistent unit -## - single.type: Should the statitsics be computed for each cell/tissue type separately? +## - single.type: Should the statitsics be computed for each cell/tissue type separately? ## - nthread: number of parallel threads (bound to the maximum number of cores available) ## ## outputs: ## list of datafraes with the statistics for each gene, for each type -## - list of data.frame with similar results for each type line separately if any +## - list of data.frame with similar results for each type line separately if any ## ################################################# rankGeneDrugPerturbation <- function (data, drug, drug.id, drug.concentration, type, xp, batch, duration, single.type=FALSE, nthread=1, verbose=FALSE) { - if (nthread != 1) { - availcore <- parallel::detectCores() - if (missing(nthread) || nthread < 1 || nthread > availcore) { - print(paste("available cores",availcore,"allocated")) - nthread <- availcore - } - else{ - print(paste("all",nthread,"cores have been allocated")) - } - } - if (any(c(length(drug.id), length(drug.concentration), length(type), length(xp), length(batch), length(duration)) != nrow(data))) { - stop("length of drug.id, drug.concentration, type, xp, duration and batch should be equal to the number of rows of data!") - } - names(drug.id) <- names(drug.concentration) <- names(type) <- names(batch) <- names(duration) <- rownames(data) - if (!all(complete.cases(type, xp, batch, duration))) { - stop("type, batch, duration and xp should not contain missing values!") - } + if (nthread != 1) { + availcore <- parallel::detectCores() + if (missing(nthread) || nthread < 1 || nthread > availcore) { + print(paste("available cores",availcore,"allocated")) + nthread <- availcore + } + else{ + print(paste("all",nthread,"cores have been allocated")) + } + } + if (any(c(length(drug.id), length(drug.concentration), length(type), length(xp), length(batch), length(duration)) != nrow(data))) { + stop("length of drug.id, drug.concentration, type, xp, duration and batch should be equal to the number of rows of data!") + } + names(drug.id) <- names(drug.concentration) <- names(type) <- names(batch) <- names(duration) <- rownames(data) + if (!all(complete.cases(type, xp, batch, duration))) { + stop("type, batch, duration and xp should not contain missing values!") + } ## is the drug in the dataset? - drugix <- drug.id %in% drug - - if (sum(drugix) == 0) { - warning(sprintf("Drug(s) %s not in the dataset", paste(drug, collapse=", "))) - return(list("all.type"=NULL, "single.type"=NULL)) - } + drugix <- drug.id %in% drug + + if (sum(drugix) == 0) { + warning(sprintf("Drug(s) %s not in the dataset", paste(drug, collapse=", "))) + return(list("all.type"=NULL, "single.type"=NULL)) + } ## select xps with controls or with the drug(s) of interest - iix <- xp=="control" | drugix - data <- data[iix, ,drop=FALSE] - drug.id <- drug.id[iix] - drug.concentration <- drug.concentration[iix] - type <- type[iix] - xp <- xp[iix] - batch <- batch[iix] - duration <- duration[iix] - - res.type <- NULL - + iix <- xp=="control" | drugix + data <- data[iix, ,drop=FALSE] + drug.id <- drug.id[iix] + drug.concentration <- drug.concentration[iix] + type <- type[iix] + xp <- xp[iix] + batch <- batch[iix] + duration <- duration[iix] + + res.type <- NULL + ## build input matrix - inpumat <- NULL + inpumat <- NULL ## for each batch/vehicle of perturbations+controls (test within each batch/vehicle to avoid batch effect) - ubatch <- sort(unique(batch[!is.na(xp) & xp == "perturbation"])) - names(ubatch) <- paste("batch", ubatch, sep="") - - for (bb in 1:length(ubatch)) { + ubatch <- sort(unique(batch[!is.na(xp) & xp == "perturbation"])) + names(ubatch) <- paste("batch", ubatch, sep="") + + for (bb in 1:length(ubatch)) { ## identify the perturbations and corresponding control experiments - xpix <- rownames(data)[complete.cases(batch, xp) & batch == ubatch[bb] & xp == "perturbation"] - ctrlix <- rownames(data)[complete.cases(batch, xp) & batch == ubatch[bb] & xp == "control"] - - if (all(!is.na(c(xpix, ctrlix))) && length(xpix) > 0 && length(ctrlix) > 0) { - if (!all(is.element(ctrlix, rownames(data)))) { - stop("data for some control experiments are missing!") - } -# if (verbose) { #What is cc????? -# cat(sprintf("type %s: batch %i/%i -> %i vs %i\n", utype[cc], bb, length(ubatch), length(xpix), length(ctrlix))) -# } + xpix <- rownames(data)[complete.cases(batch, xp) & batch == ubatch[bb] & xp == "perturbation"] + ctrlix <- rownames(data)[complete.cases(batch, xp) & batch == ubatch[bb] & xp == "control"] + + if (all(!is.na(c(xpix, ctrlix))) && length(xpix) > 0 && length(ctrlix) > 0) { + if (!all(is.element(ctrlix, rownames(data)))) { + stop("data for some control experiments are missing!") + } +# if (verbose) { #What is cc????? +# cat(sprintf("type %s: batch %i/%i -> %i vs %i\n", utype[cc], bb, length(ubatch), length(xpix), length(ctrlix))) +# } ## transformation of drug concentrations values - conc <- drug.concentration * 10^6 - inpumat <- rbind(inpumat, data.frame("treated"=c(rep(1, length(xpix)), rep(0, length(ctrlix))), "type"=c(type[xpix], type[ctrlix]), "batch"=paste("batch", c(batch[xpix], batch[ctrlix]), sep=""), "concentration"=c(conc[xpix], conc[ctrlix]), "duration"= c(duration[xpix], duration[ctrlix]))) - } - } + conc <- drug.concentration * 10^6 + inpumat <- rbind(inpumat, data.frame("treated"=c(rep(1, length(xpix)), rep(0, length(ctrlix))), "type"=c(type[xpix], type[ctrlix]), "batch"=paste("batch", c(batch[xpix], batch[ctrlix]), sep=""), "concentration"=c(conc[xpix], conc[ctrlix]), "duration"= c(duration[xpix], duration[ctrlix]))) + } + } - inpumat[ , "type"] <- factor(inpumat[ , "type"], ordered=FALSE) - inpumat[ , "batch"] <- factor(inpumat[ , "batch"], ordered=FALSE) + inpumat[ , "type"] <- factor(inpumat[ , "type"], ordered=FALSE) + inpumat[ , "batch"] <- factor(inpumat[ , "batch"], ordered=FALSE) - if (nrow(inpumat) < 3 || length(sort(unique(inpumat[ , "concentration"]))) < 2 || length(unique(inpumat[ , "duration"])) < 2) { + if (nrow(inpumat) < 3 || length(sort(unique(inpumat[ , "concentration"]))) < 2 || length(unique(inpumat[ , "duration"])) < 2) { ## not enough experiments in drug list - warning(sprintf("Not enough data for drug(s) %s", paste(drug, collapse=", "))) - return(list("all.type"=NULL, "single.type"=NULL)) - } - - res <- NULL - utype <- sort(unique(as.character(inpumat[ , "type"]))) - ltype <- list("all"=utype) - if(single.type) { - ltype <- c(ltype, as.list(utype)) - names(ltype)[-1] <- utype - } - for(ll in 1:length(ltype)) { + warning(sprintf("Not enough data for drug(s) %s", paste(drug, collapse=", "))) + return(list("all.type"=NULL, "single.type"=NULL)) + } + + res <- NULL + utype <- sort(unique(as.character(inpumat[ , "type"]))) + ltype <- list("all"=utype) + if(single.type) { + ltype <- c(ltype, as.list(utype)) + names(ltype)[-1] <- utype + } + for(ll in 1:length(ltype)) { ## select the type of cell line/tissue of interest - inpumat2 <- inpumat[!is.na(inpumat[ , "type"]) & is.element(inpumat[ , "type"], ltype[[ll]]), , drop=FALSE] - inpumat2 <- inpumat2[complete.cases(inpumat2), , drop=FALSE] - if (nrow(inpumat2) < 3 || length(sort(unique(inpumat2[ , "concentration"]))) < 2) { + inpumat2 <- inpumat[!is.na(inpumat[ , "type"]) & is.element(inpumat[ , "type"], ltype[[ll]]), , drop=FALSE] + inpumat2 <- inpumat2[complete.cases(inpumat2), , drop=FALSE] + if (nrow(inpumat2) < 3 || length(sort(unique(inpumat2[ , "concentration"]))) < 2) { ## not enough experiments in data - nc <- c("estimate", "se", "n", "tstat", "fstat", "pvalue") - rest <- matrix(NA, nrow=nrow(data), ncol=length(nc), dimnames=list(rownames(data), nc)) - } else { + nc <- c("estimate", "se", "n", "tstat", "fstat", "pvalue") + rest <- matrix(NA, nrow=nrow(data), ncol=length(nc), dimnames=list(rownames(data), nc)) + } else { ## test perturbation vs control - if(nthread > 1) { + if(nthread > 1) { ## parallel threads - splitix <- parallel::splitIndices(nx=ncol(data), ncl=nthread) - splitix <- splitix[sapply(splitix, length) > 0] - mcres <- parallel::mclapply(splitix, function(x, data, inpumat) { - res <- t(apply(data[rownames(inpumat), x, drop=FALSE], 2, geneDrugPerturbation, concentration=inpumat[ , "concentration"], type=inpumat[ , "type"], batch=inpumat[ , "batch"], duration=inpumat[,"duration"])) - return(res) - }, data=data, inpumat=inpumat2) - rest <- do.call(rbind, mcres) - } else { - rest <- t(apply(data[rownames(inpumat2), , drop=FALSE], 2, geneDrugPerturbation, concentration=inpumat2[ , "concentration"], type=inpumat2[ , "type"], batch=inpumat2[ , "batch"], duration=inpumat2[,"duration"])) - } - } - rest <- cbind(rest, "fdr"=p.adjust(rest[ , "pvalue"], method="fdr")) - res <- c(res, list(rest)) - } - names(res) <- names(ltype) - return(res) + splitix <- parallel::splitIndices(nx=ncol(data), ncl=nthread) + splitix <- splitix[sapply(splitix, length) > 0] + mcres <- parallel::mclapply(splitix, function(x, data, inpumat) { + res <- t(apply(data[rownames(inpumat), x, drop=FALSE], 2, geneDrugPerturbation, concentration=inpumat[ , "concentration"], type=inpumat[ , "type"], batch=inpumat[ , "batch"], duration=inpumat[,"duration"])) + return(res) + }, data=data, inpumat=inpumat2) + rest <- do.call(rbind, mcres) + } else { + rest <- t(apply(data[rownames(inpumat2), , drop=FALSE], 2, geneDrugPerturbation, concentration=inpumat2[ , "concentration"], type=inpumat2[ , "type"], batch=inpumat2[ , "batch"], duration=inpumat2[,"duration"])) + } + } + rest <- cbind(rest, "fdr"=p.adjust(rest[ , "pvalue"], method="fdr")) + res <- c(res, list(rest)) + } + names(res) <- names(ltype) + return(res) } ## End diff --git a/R/rankGeneDrugSensitivity.R b/R/rankGeneDrugSensitivity.R index 208eb74..ea365ac 100644 --- a/R/rankGeneDrugSensitivity.R +++ b/R/rankGeneDrugSensitivity.R @@ -5,19 +5,19 @@ ################################################# ## Rank genes based on drug effect in the Connectivity Map ## -## inputs: +## inputs: ## - data: gene expression data matrix -## - drugpheno: sensititivity values fo thr drug of interest -## - type: cell or tissue type for each experiment -## - duration: experiment duration in hours +## - drugpheno: sensititivity values fo thr drug of interest +## - type: cell or tissue type for each experiment +## - duration: experiment duration in hours ## - batch: experiment batches -## - single.type: Should the statitsics be computed for each cell/tissue type separately? +## - single.type: Should the statitsics be computed for each cell/tissue type separately? ## - nthread: number of parallel threads (bound to the maximum number of cores available) ## ## outputs: ## list of datafraes with the statistics for each gene, for each type ## -## Notes: duration is not taken into account as only 4 perturbations lasted 12h, the other 6096 lasted 6h +## Notes: duration is not taken into account as only 4 perturbations lasted 12h, the other 6096 lasted 6h ################################################# rankGeneDrugSensitivity <- function (data, drugpheno, type, batch, single.type=FALSE, nthread=1, verbose=FALSE) { @@ -33,10 +33,10 @@ rankGeneDrugSensitivity <- function (data, drugpheno, type, batch, single.type=F if (missing(batch) || all(is.na(batch))) { batch <- array(1, dim=nrow(data), dimnames=list(rownames(data))) } - if (any(c(length(drugpheno), length(type), length(batch)) != nrow(data))) { + if (any(c(length(drugpheno), length(type), length(batch)) != nrow(data))) { stop("length of drugpheno, type, duration, and batch should be equal to the number of rows of data!") } - names(drugpheno) <- names(type) <- names(batch) <- rownames(data) + names(drugpheno) <- names(type) <- names(batch) <- rownames(data) res <- NULL utype <- sort(unique(as.character(type))) @@ -70,7 +70,7 @@ rankGeneDrugSensitivity <- function (data, drugpheno, type, batch, single.type=F } } names(res) <- names(ltype) - return(res) + return(res) } ## End diff --git a/R/signatureClass.R b/R/signatureClass.R index 18b6aaa..76b9ee3 100644 --- a/R/signatureClass.R +++ b/R/signatureClass.R @@ -2,12 +2,12 @@ setOldClass('sessionInfo', sessionInfo()) #' @importFrom utils sessionInfo .PharmacoSig <- setClass('PharmacoSig', slots=list( - - PSetName='character', - DateCreated = 'character', - SigType = 'character', - SessionInfo = 'sessionInfo', - Call = 'character'), contains='array') + + PSetName='character', + DateCreated = 'character', + SigType = 'character', + SessionInfo = 'sessionInfo', + Call = 'character'), contains='array') PharmacoSig <- function(Data=array(NA, dim=c(0,0,0)), PSetName='', DateCreated=date(), SigType='sensitivity', SessionInfo=sessionInfo(), Call='No Call Recorded'){ @@ -22,13 +22,13 @@ return(.PharmacoSig(Data, PSetName=PSetName, DateCreated=DateCreated, SigType=Si #' #' @export setMethod("show", signature=signature(object='PharmacoSig'), - function(object) { - cat('PharmacoSet Name: ', attr(object, 'PSetName'), "\n") - cat('Signature Type: ', attr(object, 'SigType'), "\n") - cat("Date Created: ", attr(object, 'DateCreated'), "\n") - cat("Number of Drugs: ", dim(object)[[2]], "\n") - cat("Number of Genes/Probes: ", dim(object)[[1]], "\n") - }) + function(object) { + cat('PharmacoSet Name: ', attr(object, 'PSetName'), "\n") + cat('Signature Type: ', attr(object, 'SigType'), "\n") + cat("Date Created: ", attr(object, 'DateCreated'), "\n") + cat("Number of Drugs: ", dim(object)[[2]], "\n") + cat("Number of Genes/Probes: ", dim(object)[[1]], "\n") + }) #' Show the Annotations of a signature object #' diff --git a/R/summarizeSensitivityProfiles.R b/R/summarizeSensitivityProfiles.R index 11a5b7f..83d87f7 100644 --- a/R/summarizeSensitivityProfiles.R +++ b/R/summarizeSensitivityProfiles.R @@ -32,8 +32,8 @@ summarizeSensitivityProfiles <- function(pSet, sensitivity.measure=c("ic50_published", "auc_published", "ic50_recomputed", "auc_recomputed", "auc_recomputed_star", "Synergy_score", "amax_published", "amax_recomputed"), cell.lines, drugs, summary.stat=c("mean", "median", "first", "last"), fill.missing=TRUE, verbose=TRUE){ - - summary.stat <- match.arg(summary.stat) + + summary.stat <- match.arg(summary.stat) sensitivity.measure <- match.arg(sensitivity.measure) if (!(sensitivity.measure %in% colnames(sensitivityProfiles(pSet)))) { stop (sprintf("Invalid sensitivity measure for %s, choose among: %s", pSet@annotation$name, paste(colnames(sensitivityProfiles(pSet)), collapse=", "))) @@ -50,19 +50,19 @@ summarizeSensitivityProfiles <- function(pSet, sensitivity.measure=c("ic50_publi } } - pp <- sensitivityInfo(pSet) + pp <- sensitivityInfo(pSet) pp <- pp[which(pp$cellid %in% cell.lines & pp$drugid %in% drugs),] - dd <- sensitivityProfiles(pSet)[rownames(pp),] - - if (!fill.missing) { - cell.lines <- intersect(cell.lines, unique(pp[!is.na(pp[ , "cellid"]), "cellid"])) - } - if (!fill.missing) { - drugs <- intersect(drugs, unique(pp[!is.na(pp[ , "drugid"]), "drugid"])) - } - - - ## select profiles with no replicates + dd <- sensitivityProfiles(pSet)[rownames(pp),] + + if (!fill.missing) { + cell.lines <- intersect(cell.lines, unique(pp[!is.na(pp[ , "cellid"]), "cellid"])) + } + if (!fill.missing) { + drugs <- intersect(drugs, unique(pp[!is.na(pp[ , "drugid"]), "drugid"])) + } + + + ## select profiles with no replicates # xps <- apply(pp[ , c("drugid", "cellid")], 1, function (x) { # if(any(is.na(x))) { # x <- NA @@ -100,19 +100,19 @@ summarizeSensitivityProfiles <- function(pSet, sensitivity.measure=c("ic50_publi for (x in duplix) { myx <- which(!is.na(xps) & xps == x) iix <- unlist(strsplit(duplix, "////")) - switch(summary.stat, + switch(summary.stat, "mean" = { - dd2[iix[1], iix[2]] <- mean(dd[myx, sensitivity.measure]) - }, - "median" = { - dd2[iix[1], iix[2]] <- median(dd[myx, sensitivity.measure]) - }, - "first" = { - dd2[iix[1], iix[2]] <- dd[myx[1], sensitivity.measure] - }, - "last" = { - dd2[iix[1], iix[2]] <- dd[myx[length(myx)], sensitivity.measure] - } + dd2[iix[1], iix[2]] <- mean(dd[myx, sensitivity.measure]) + }, + "median" = { + dd2[iix[1], iix[2]] <- median(dd[myx, sensitivity.measure]) + }, + "first" = { + dd2[iix[1], iix[2]] <- dd[myx[1], sensitivity.measure] + }, + "last" = { + dd2[iix[1], iix[2]] <- dd[myx[length(myx)], sensitivity.measure] + } ) # ppt <- apply(pp[myx, , drop=FALSE], 2, function (x) { # x <- paste(unique(x), collapse="////") diff --git a/R/unionList.R b/R/unionList.R index 9eba399..36f67ae 100644 --- a/R/unionList.R +++ b/R/unionList.R @@ -23,7 +23,10 @@ unionList <- function(...) { args <- list(...) nargs <- length(args) - if (nargs <= 1) { + if(nargs == 0) { + return(args) + } + if (nargs == 1) { if (nargs == 1 && is.list(args[[1]])) { do.call("unionList", args[[1]]) } else { diff --git a/build/vignette.rds b/build/vignette.rds index be6b3db53deca0abbe2c74f92f8f11a8fc3f7a2b..4cfd90af5991e20abbe028c968972554676568f1 100644 GIT binary patch literal 283 zcmV+$0p$K4iwFP!000001C3G3PQx$|bdwNh1qi7^oRItl`2em|?SV^GIB?x2n_x)n z$hMUB#+Ns2f=v@tBqYCPJhPsaUuTT5fQ3QGXfPJeX^Cmx^nApowBJ2y1S@2*egj=W zs-Dp%8`-$)YfrCsJv%nvdou?<@N>0&$J9E}>R94|gX9}tL;3*)@?2>mpxhf_xXO76 zn%LUO3zVu7DbK)yL2LdKyw36y!8>+rzCGEsySyCsOnBZKzY9#9Cf-@tmiQ+-^swU| z1q1b&gbICIu_L3UpaM?tBJ2+c*Nde)PJGhy1=c7t;?i-~Ej~|+9)g=D0t1j6m hEp6K#ekV#xFg}qdXWa)Rxh6lM!xxBJk>*wc004Q5g2Dg* literal 282 zcmV+#0p?SV^GIB?x2n_x)n z$hMUB#>*Qv!KMi+5(lq6KSdkm9@LR@$`D%u|xB{H*?@UKUceVOso^FPc0reNWSG2Bp;9?&y*$tih~h`tBe<* 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