From f7562af14e197462db5465df34f98d383d6e2281 Mon Sep 17 00:00:00 2001 From: Sutirtha Chakraborty Date: Tue, 12 Mar 2013 00:00:00 +0000 Subject: [PATCH] version 1.1 --- DESCRIPTION | 17 +++++++++-------- MD5 | 22 ++++++++++------------ NAMESPACE | 6 ++---- R/fitModel.R | 39 ++++++++++++++++++++++++++------------- R/hfp.R | 2 +- R/svpls.R | 36 +++++++++++++++--------------------- data/batch.dat.rda | Bin 78842 -> 0 bytes data/hidden_fac.dat.rda | Bin 78874 -> 78792 bytes man/batch.dat.Rd | 24 ------------------------ man/fitModel.Rd | 14 +++++--------- man/hfp.Rd | 4 ++-- man/svapls-package.Rd | 16 +++++++--------- man/svpls.Rd | 21 +++++++++------------ 13 files changed, 86 insertions(+), 115 deletions(-) delete mode 100755 data/batch.dat.rda delete mode 100755 man/batch.dat.Rd diff --git a/DESCRIPTION b/DESCRIPTION index 9f02cf5..60cf9c7 100755 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,17 +2,18 @@ Package: svapls Type: Package Title: Surrogate variable analysis using partial least squares in a gene expression study. -Version: 1.0 -Date: 2012-07-23 +Version: 1.1 +Date: 2013-03-12 Author: Sutirtha Chakraborty, Somnath Datta and Susmita Datta -Maintainer: Sutirtha Chakraborty +Maintainer: Sutirtha Chakraborty Depends: R (>= 2.0), class, stats, pls Description: Accurate identification of genes that are truly - differentially expressed over two sample varieties, after - adjusting for hidden subject-specific effects of residual - heterogeneity. + differentially expressed between two varieties of samples, + after adjusting for the hidden subject-specific effects of + residual heterogeneity. License: GPL-3 Collate: fitModel.R svpls.R hfp.R -Packaged: 2012-09-24 20:28:43 UTC; SUTIRTHA +Packaged: 2013-03-13 02:53:31 UTC; SUTIRTHA +NeedsCompilation: no Repository: CRAN -Date/Publication: 2012-09-25 17:07:59 +Date/Publication: 2013-03-13 17:41:21 diff --git a/MD5 b/MD5 index b6dc886..ea04f4b 100644 --- a/MD5 +++ b/MD5 @@ -1,13 +1,11 @@ -22b427be5ded6e676355ef104798d908 *DESCRIPTION -8020920c147a56242b4276aed68b61e3 *NAMESPACE -a5074d94ccf8cce03a5bc531f91999d0 *R/fitModel.R -43fe41ebb6f2b5302809d25d3a4a5dff *R/hfp.R -8beb2a0dc9346babd370127d7664ef09 *R/svpls.R -ba13a5b0ce37b9c5b4e3445f6d41d508 *data/batch.dat.rda -531531b6d7d614fbfa6400aaa7f5bbee *data/hidden_fac.dat.rda -9856fb023050eadb7ba73ba949fab63f *man/batch.dat.Rd -8372275fad517d8ccfb853d40586b3a7 *man/fitModel.Rd -89a702f4be4052f9c71f79644c669835 *man/hfp.Rd +1e48e886f01b56784ac0cba7dfb64519 *DESCRIPTION +acbef90a3eebe2f8baf23da7175ce99a *NAMESPACE +6239c02ae48508b1eec0f0576d136017 *R/fitModel.R +6eca99de58e84deffcfc480a535a6efa *R/hfp.R +c91129a96eeb7c1d353389d01915ebd2 *R/svpls.R +3175666e8f260fa1044d2cce65af83d1 *data/hidden_fac.dat.rda +3f4818485f3f0081d7384c056ca789e0 *man/fitModel.Rd +4fd4079856d3e29d62847159d5ab416f *man/hfp.Rd 10e23268e511aba52e7436aeaa27de04 *man/hidden_fac.dat.Rd -3b4f5961141ed460346da7ba6936912b *man/svapls-package.Rd -90515ea4941d1a54b1c0fefbdece08c0 *man/svpls.Rd +2fbbc2ae2f861571df414ab5282740f0 *man/svapls-package.Rd +ccc334e123a778cff516d50f2148d039 *man/svpls.Rd diff --git a/NAMESPACE b/NAMESPACE index 9a8262b..58294c8 100755 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,8 +1,6 @@ importFrom(stats, heatmap) import(pls) +exportClasses(fitModel, svpls) +exportMethods(print, summary) export(fitModel, svpls, hfp) -S3method(print, fitModel) -S3method(print, svpls) -S3method(summary, fitModel) -S3method(summary, svpls) diff --git a/R/fitModel.R b/R/fitModel.R index 14465c1..3c0445b 100755 --- a/R/fitModel.R +++ b/R/fitModel.R @@ -1,5 +1,4 @@ -fitModel <- -function(k1,k2,Y,n.surr){ +fitModel <- function(k1,k2,Y,n.surr){ Y <- Y[,-1] G <- nrow(Y) n <- k1 + k2 @@ -14,9 +13,9 @@ if (n.surr == 0){ G.hat <- V1.hat <- GV1.hat <- rep(0,G) for (i in 1:G){ - G.hat[i] <- mean(Y[i,]) - mean(Y) - V1.hat[i] <- mean(Y[,1:k1]) - mean(Y) - GV1.hat[i] <- mean(Y[i,1:k1]) - mean(Y[,1:k1]) + G.hat[i] <- mean(Y[i,]) - mean(Y) + V1.hat[i] <- mean(Y[,1:k1]) - mean(Y) + GV1.hat[i] <- mean(Y[i,1:k1]) - mean(Y[,1:k1]) } mu.hat <- mean(Y) V2.hat <- -(k1/k2)*V1.hat @@ -171,12 +170,18 @@ if (n.surr > 0){ if (n.surr == 0) coef <- coef1 if (n.surr != 0) coef <- coef2 class(coef) <- c("fitModel","list","vector") - return(coef) } ## new summary function S3 -summary.fitModel <- function(object, ... ){ +summary.fitModel <- function(object){ +cat("mu.hat: \n", object$mu.hat, "\n") +cat("G.hat: \n") +print(object$G.hat) +cat("\n") +cat("V.hat: \n") +print(object$V.hat) +cat("\n") cat("GV.hat: \n") print(object$GV.hat) cat("\n") @@ -186,6 +191,15 @@ cat("\n") cat("beta.hat: \n") print(object$beta.hat) cat("\n") +cat("GZ1.hat: \n") +print(object$GZ1.hat) +cat("\n") +cat("VZ1.hat: \n") +print(object$VZ1.hat) +cat("\n") +cat("Vhat.GV.hat: \n") +print(object$vhat.gvh) +cat("\n") cat("MSE: \n") print(object$MSE) cat("\n") @@ -195,18 +209,17 @@ cat("\n") } ## new print function S3 -print.fitModel <- function(x, ...){ +print.fitModel <- function(x){ cat("Estimated coefficients of the surrogate variables: \n") print(x$beta.hat) cat("\n") +cat("Estimated Gene-variety interaction effects: \n") +print(x$GV.hat) +cat("\n") cat("Estimated Mean Squared Error of the fitted model: \n") print(x$MSE) cat("\n") cat("AIC value of the fitted model: \n") print(x$AIC) cat("\n") -} - - - - +} \ No newline at end of file diff --git a/R/hfp.R b/R/hfp.R index 6e9a0bd..f31386e 100755 --- a/R/hfp.R +++ b/R/hfp.R @@ -5,6 +5,6 @@ function (obj,gen,ind,Y){ gen.index <- rep(0,num) for (i in 1:num) gen.index[i] <- which(genes == gen[i]) W_imp <- obj$PLS.imp - if (max(W_imp) != 0) heatmap(t(W_imp[gen.index,ind]),Rowv = NA,Colv = NA,labRow=as.character(ind),labCol=gen,xlab="Genes",ylab="Specified subjects") + if (max(W_imp) != 0) heatmap(t(W_imp[gen.index,ind]),Rowv = NA,Colv = NA,labRow=as.character(ind),labCol=gen,xlab="Specified subjects") if (max(W_imp) == 0) print("No trace of hidden subject-specific variation is found in the data") } diff --git a/R/svpls.R b/R/svpls.R index f1fe604..7112cce 100755 --- a/R/svpls.R +++ b/R/svpls.R @@ -1,5 +1,4 @@ -svpls <- -function(k1,k2,Y,pmax=3,fdr=0.05){ +svpls <- function(k1,k2,Y,pmax=3,fdr=0.05){ G <- nrow(Y) k <- k1 + k2 n <- G*k @@ -12,14 +11,14 @@ function(k1,k2,Y,pmax=3,fdr=0.05){ opt_model <- which(model_aic == min(model_aic)) if(opt_model == 1){ -beta_hat <- NULL -Y.corr <- PLS.imp <- matrix(0,500,20) -gv_diff <- (1+k1/k2)*model_res[[1]][[4]][,1] -mse <- model_res[[1]][[5]] -aic.opt <- model_res[[1]][[6]] -t <- pval.opt <- rep(0,G) -for (i in 1:G){ - t[i] <- gv_diff[i]/sqrt((1-1/G)*(1/k1 + 1/k2)*mse) + beta_hat <- NULL + PLS.imp <- matrix(0,G,k) + gv_diff <- (1+k1/k2)*model_res[[1]][[4]][,1] + mse <- model_res[[1]][[5]] + aic.opt <- model_res[[1]][[6]] + t <- pval.opt <- rep(0,G) + for (i in 1:G){ + t[i] <- gv_diff[i]/sqrt((1-1/G)*(1/k1 + 1/k2)*mse) pval.opt[i] <- 2*(1 - pt(abs(t[i]),n-2*G)) } p.opt <- sort(pval.opt) @@ -52,7 +51,7 @@ if (opt_model != 1){ surr <- rep(0,k) for (l in 1:(opt_model-1)) surr <- surr + beta_hat[l]*sc[,l] for (i in 1:G) R[i,] <- surr - + GZ.Z <- outer(est_gz1,sc[,1],function(u,v) u*v) for (i in 1:G){ @@ -65,7 +64,7 @@ if (opt_model != 1){ t <- pval.opt <- rep(0,G) for (i in 1:G) { t[i] <- gv_diff[i]/sqrt(gv.diff_var[i] * mse.opt) - pval.opt[i] <- 2 * (1 - pt(abs(t[i]), n*G - 3*G - pmax)) + pval.opt[i] <- 2 * (1 - pt(abs(t[i]), n - 3*G - pmax)) } p.opt <- sort(pval.opt) sig <- 0 @@ -83,13 +82,13 @@ if (opt_model != 1){ Y.corr <- cbind(Y[,1],Y[,-1] - PLS.imp) -res <- list(opt.model=opt_model, PLS.imp=PLS.imp, Y.corr=Y.corr, pvalues.adj=pval.opt, genes = sig_genes.opt, AIC.opt = aic.opt) +res <- list(opt.model=opt_model, PLS.imp=PLS.imp, Y.corr, pvalues.adj=pval.opt, genes = sig_genes.opt, AIC.opt = aic.opt) class(res) <- c("svpls","list","vector") return(res) } ## new summary function S3 -summary.svpls <- function(object, ...){ +summary.svpls <- function(object){ cat("Optimum model is \n") print(object$opt_model) cat("AIC value for the optimal model is \n") @@ -105,16 +104,11 @@ print(object$genes) } ## new print function S3 -print.svpls <- function(x, ... ){ +print.svpls <- function(x){ cat("The Optimal Model is: \n") print(x$opt.model) cat("\n") cat("The differentially expressed genes are: \n") print(x$genes) cat("\n") -} - - - - - +} \ No newline at end of file diff --git a/data/batch.dat.rda b/data/batch.dat.rda deleted file mode 100755 index 6a05e18ec30611d4552d62a9a908c4dc0502fdd5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 78842 zcmZtsRZtsT+prB6FJ9c;-QC?CN^vNqSb^dm+%3hO;L;*3t|`UcixWI}@D$B=&-3p5 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z*3KmsLN~~Xiu`I#gg)=LK3qQw+Sf#O=X#d_!a8$h$6q@l{|lw@3jF{3O7b{!~^ zfj^JO)&iN8DbdM-1?c>T%b4_pi9LSlve<VG7+#lPS7d9^%oNp s8w(Q?6EhPV6F2c@wY%a%y!eTS_%ZW5@fIhZ&Hq3D150_8euPK?0A6Zi7ytkO diff --git a/man/batch.dat.Rd b/man/batch.dat.Rd deleted file mode 100755 index e88e0e6..0000000 --- a/man/batch.dat.Rd +++ /dev/null @@ -1,24 +0,0 @@ -\name{batch.dat} -\alias{batch.dat} -\docType{data} -\title{ -A gene expression data containing batch effects. -} -\description{ -The dataset contains the log transformed expression levels of 500 -genes over 20 subjects distributed equally between two varieties 1 and 2. The -data is affected by the batch effects from 4 subjects, with two from the same -variety. -} -\usage{data(batch.dat)} -\format{ - The format is: - num [1:500, 1:21] 1 2 3 4 5 6 7 8 9 10 ... -} - - -\examples{ -data(batch.dat) -dim(batch.dat) -} -\keyword{datasets} diff --git a/man/fitModel.Rd b/man/fitModel.Rd index ce7458d..2b7ddaa 100755 --- a/man/fitModel.Rd +++ b/man/fitModel.Rd @@ -1,7 +1,5 @@ \name{fitModel} \alias{fitModel} -\alias{summary.fitModel} -\alias{print.fitModel} \title{ Function to fit an ANCOVA model to the log transformed gene expression data, with a certain specified number of surrogate variables. @@ -38,9 +36,6 @@ fitModel(k1, k2, Y, n.surr) } } \value{ -\code{fitModel} returns an object of \code{\link{class}} "\code{fitModel}". The object -contains a list of the following components: - \item{mu.hat }{Intercept (general mean effect).} \item{G.hat }{Main effects of the genes.} \item{V.hat }{Main effects of the varieties.} @@ -57,8 +52,8 @@ contains a list of the following components: \references{ Sutirtha Chakraborty, Somnath Datta and Susmita Datta. (2012) -Surrogate Variable Analysis Using Partial Least Squares in Gene -Expression Studies. Bioinformatics. +Surrogate Variable Analysis Using Partial Least Squares (SVA-PLS) in Gene Expression Studies. Bioinformatics, 28(6): 799-806. + Martens, H., Naes, T. (1989) Multivariate Calibration. Chicestor:Wiley. } @@ -70,14 +65,15 @@ Sutirtha Chakraborty, Somnath Datta and Susmita Datta. \code{\link{svpls}}, \code{\link{hfp}} } \examples{ -data(batch.dat) +data(hidden_fac.dat) ## Fitting an ANCOVA model with 5 surrogate variables -fit <- fitModel(10,10,batch.dat,n.surr = 5) +fit <- fitModel(10,10,hidden_fac.dat,n.surr = 5) print(fit) } +\keyword{models} \keyword{classes} \keyword{print} \keyword{methods} \ No newline at end of file diff --git a/man/hfp.Rd b/man/hfp.Rd index e09b3b1..3c0cccf 100755 --- a/man/hfp.Rd +++ b/man/hfp.Rd @@ -37,8 +37,7 @@ factors in the gene expression data. } \references{ Sutirtha Chakraborty, Somnath Datta and Susmita Datta. (2012) -Surrogate Variable Analysis Using Partial Least Squares in Gene -Expression Studies. Bioinformatics. +Surrogate Variable Analysis Using Partial Least Squares (SVA-PLS) in Gene Expression Studies. Bioinformatics, 28(6): 799-806. } \author{ Sutirtha Chakraborty, Somnath Datta and Susmita Datta. @@ -57,6 +56,7 @@ genes <- c(1,20,55,70,100,150,250,450) subjects <- c(1,4,7,10,11,15,17,20) hfp(fit,genes,subjects,hidden_fac.dat) + } \keyword{print} diff --git a/man/svapls-package.Rd b/man/svapls-package.Rd index b02a08b..20d8717 100755 --- a/man/svapls-package.Rd +++ b/man/svapls-package.Rd @@ -16,8 +16,8 @@ in a gene expression data. \tabular{ll}{ Package: \tab svapls\cr Type: \tab Package\cr -Version: \tab 1.0\cr -Date: \tab 2012-07-23\cr +Version: \tab 1.1\cr +Date: \tab 2013-03-12\cr License: \tab GPL-3\cr } The package can be used to find the genes that are truly differentially expressed @@ -35,19 +35,17 @@ specific factors, for any specified set of genes and subjects. \author{ Sutirtha Chakraborty, Somnath Datta and Susmita Datta. -Maintainer: Sutirtha Chakraborty +Maintainer: Sutirtha Chakraborty } \references{ -Sutirtha Chakraborty, Somnath Datta and Susmita Datta. (2012) -Surrogate Variable Analysis Using Partial Least Squares in Gene -Expression Studies. Bioinformatics. +Sutirtha Chakraborty, Somnath Datta and Susmita Datta. (SVA-PLS) in Gene Expression Studies. Bioinformatics 28(6):799-806. } -\keyword{package} +\keyword{models} \examples{ -data(batch.dat) -fit <- svpls(10,10,batch.dat,pmax = 5) +data(hidden_fac.dat) +fit <- svpls(10,10,hidden_fac.dat,pmax = 5) fit$genes Y.corrected <- fit$Y.corr diff --git a/man/svpls.Rd b/man/svpls.Rd index 3b22536..6126eca 100755 --- a/man/svpls.Rd +++ b/man/svpls.Rd @@ -1,7 +1,5 @@ \name{svpls} \alias{svpls} -\alias{summary.svpls} -\alias{print.svpls} \title{ Function for identfying the optimal ANCOVA model and detecting the genes that are truly differentially expressed between the two types of samples. @@ -42,9 +40,6 @@ svpls(k1, k2, Y, pmax = 3, fdr = 0.05) } \value{ -\code{svpls} returns an object of \code{\link{class}} "\code{svpls}". -The object contains a list of the following components: - \item{opt.model }{The optimal model. 1 denotes the standard ANOVA model.} \item{PLS.imp }{PlS imputed estimate of the hidden expression heterogeneity, evaluated from the optimal model (applicable only when \code{opt.model}>1).} @@ -57,11 +52,12 @@ with effects estimated from the optimal model.} \item{AIC.opt}{AIC value for the optimal model.} } \references{ -Hirotsugu, A. (1980) Likelihood and the Bayes Procedure. The Institute of -Statistical Mathematics, Tokyo., Benjamini, Y and Hochberg, Y (1995) Controlling -the false discovery rate : a practical and powerful approach to multiple testing. -Journal of the Royal Statistical Society. +Hirotsugu, A. (1980) Likelihood and the Bayes Procedure. Bayesian Statistics, 143-146. + +Benjamini, Y and Hochberg, Y (1995) Controlling +the false discovery rate : a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, 57(1): 289-300. } + \author{ Sutirtha Chakraborty, Somnath Datta and Susmita Datta. } @@ -70,11 +66,11 @@ Journal of the Royal Statistical Society. \code{\link{fitModel}}, \code{\link{hfp}} } \examples{ -## Loading the first dataset -data(batch.dat) +## Loading the dataset +data(hidden_fac.dat) ## Fitting the optimal ANCOVA model to the data gives: -fit <- svpls(10,10,batch.dat,pmax = 5) +fit <- svpls(10,10,hidden_fac.dat,pmax = 5) ## The optimal ANCOVA model, its AIC value and the positive genes detected from it are given by: fit$opt.model @@ -85,6 +81,7 @@ fit$genes ## The corrected gene expression matrix obtained after removing the effects of the hidden variability is given by: Y.corrected <- fit$Y.corr + } \keyword{classes}