%\VignetteIndexEntry{iClusterPlus} %\VignetteDepends{} %\VignetteKeywords{Integrative clustering, multiple genomic data} %\VignettePackage{iClusterPlus} \documentclass[11pt]{article} \usepackage{amsmath} \usepackage[authoryear,round]{natbib} \usepackage{hyperref} \usepackage[utf8]{inputenc} \SweaveOpts{echo=FALSE} \setlength{\textheight}{8.5in} \setlength{\textwidth}{6in} \setlength{\topmargin}{-0.25in} \setlength{\oddsidemargin}{0.25in} \setlength{\evensidemargin}{0.25in} \begin{document} \setkeys{Gin}{width=0.99\textwidth} \title{\bf iClusterPlus: integrative clustering of multiple genomic data sets} \author{Qianxing Mo$^1$ and Ronglai Shen$^2$} \maketitle \begin{center} $^1$Division of Biostatistics\\ Dan L. Duncan Cancer Center\\ Baylor College of Medicine\\ {\tt qmo@bcm.edu} \\ \ \\ $^2$Deparment of Epidemiology and Biostatistics \\ Memorial Sloan-Kettering Cancer Center\\ {\tt shenr@mskcc.org}\\ \end{center} \tableofcontents \section{Introduction} Programs iClusterPlus and iClusterBayes are developed for integrative clustering analysis of multi-type genomic data, which are significant extension of the iCluster program (Shen, Olshen and Ladanyi, 2009). Multi-type genomic data arise from the experiments where biological samples (e.g., tumor samples) are analyzed by multiple techniques, for instance, array comparative genomic hybridization (aCGH), gene expression microarray, RNA-seq and DNA-seq, and so on. Examples of these data can be obtained from the Cancer Genome Atlas (TCGA) (\url{http://cancergenome.nih.gov/}). \\ \noindent The iClusterPlus User's guide can be obtained from the Bioconductor web page. If you are using Unix/Linux, you can get the manual by typing the following code in R Console. \begin{Schunk} \begin{Sinput} > source("http://bioconductor.org/biocLite.R") > biocLite("iClusterPlus") > library(iClusterPlus) > iManual() \end{Sinput} \end{Schunk} \noindent In addition, a simulation was performed to test the package. For details, please see the R code in the \texttt{iClusterPlus/inst/unitTests/} folder. \end{document}