%\VignetteIndexEntry{HiC Data Human Fibroblast Dixon et al. 2012} %\VignetteDepends{} %\VignetteKeywords{next-generation sequencing} %\VignettePackage{HiCDataHumanIMR90} % name of package %%%% HEAD SECTION: START EDITING BELOW %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \documentclass[11pt, a4paper, fleqn]{article} <>= BiocStyle::latex(use.unsrturl=FALSE) @ \usepackage{geometry} %\usepackage{color} %\definecolor{darkblue}{rgb}{0.0,0.0,0.75} \definecolor{mygray}{gray}{0.90} %\usepackage[% %baseurl={http://www.bioconductor.org},% %pdftitle={HiTC - High Throughput analysis of 'C' experiments},% %pdfauthor={Nicolas Servant},% %pdfsubject={HiTC Vignette},% %pdfkeywords={Bioconductor},% %pagebackref,bookmarks,colorlinks,linkcolor=darkblue,citecolor=darkblue,% %filecolor=darkblue,urlcolor=darkblue,pagecolor=darkblue,% %raiselinks,plainpages,pdftex]{hyperref} %\usepackage[utf8]{inputenc} %\usepackage{verbatim} % for multi-line comments %\usepackage{amsmath,a4,t1enc, graphicx} \usepackage{natbib} %\bibpunct{(}{)}{;}{a}{,}{,} %\parindent0mm %\parskip2ex plus0.5ex minus0.3ex %\newcommand{\Robject}[1]{{\texttt{#1}}} %\newcommand{\Rfunction}[1]{{\texttt{#1}}} %\newcommand{\Rpackage}[1]{{\textit{#1}}} %\newcommand{\Rclass}[1]{{\textit{#1}}} \newcommand{\Rmethod}[1]{{\texttt{#1}}} %\newcommand{\Rfunarg}[1]{{\texttt{#1}}} %\newcommand{\phead}[1]{{\flushleft \sf \small \textbf{#1} \quad}} % \newcommand{\myincfig}[3]{% % \begin{figure}[h!tb] % \begin{center} % \includegraphics[width=#2]{#1} % \caption{\label{#1}\textit{#3}} % \end{center} % \end{figure} % } %\addtolength{\textwidth}{2cm} %\addtolength{\oddsidemargin}{-1cm} %\addtolength{\evensidemargin}{-1cm} %\addtolength{\textheight}{2cm} %\addtolength{\topmargin}{-1cm} %\addtolength{\skip\footins}{1cm} %%%%%%% START EDITING HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \begin{document} \SweaveOpts{prefix.string = ./HiTC, eps=false, keep.source=TRUE, eval=TRUE, echo=TRUE} % produce no 'eps' figures %\setkeys{Gin}{width=0.5\textwidth} \title{\textbf{Human Fibroblast IMR90 Hi-C Data (Dixon et al.)}} \author{ \href{mailto:nicolas.servant@curie.fr}{Nicolas Servant} } \maketitle %\tableofcontents %\newpage \section{Introduction} The Hi-C technic was first introduced by \cite{Lieberman-Aiden2009}. In the continuity with 3C, 4C and 5C technics, the goal of the Hi-C is to simultaneoulsy detect all chromosomal contacts in a single experiment. All this technics aim at measuring the population-averaged frequency at which two genomic loci physically interact in three-dimensional space. In Hi-C, after a first crosslink and digestion, all genomic fragments are labeled with a biotinylated nucleotide before ligation. These junctions can then be purified efficiently by streptavidin-coated magnetic beads, and finaly sequenced using a standard Illumina paired-end protocol.\\ The data available in this package were published by \cite{Dixon2012} and downloaded from the GEO website (GSE35156, sample GSM862724). This publication is one of the key paper in the field for two main reasons: i) it was the first time than Hi-C data were generated at such resolution (up to 20kb), ii) this resolution highlighted a new short range structure defined as topological domains (TADs), with high frequencies of intra-domain chromatin interactions but infrequent inter-domain chromatin interactions (\cite{Nora2012a}). If you use \Rpackage{HiCDataHumanIMR90}, please cite: \begin{itemize} \item Servant N (2014). HiCDataHumanIMR90: Human Fibroblast IMR90 HiC data from Dixon et al. 2012. R package version 1.1.0. \item Dixon JR, Selvaraj S, Yue F, Kim A et al. (2012) Topological domains in mammalian genomes identified by analysis of chromatin interactions. Nature 485(7398):376-80. \end{itemize} \section{Hi-C Data} The \Robject{hic\_imr90\_40} object is a \Rclass{HTClist} object (see the \Rpackage{HiTC} package for more information (\cite{Servant2012})). It contains the complete genome-wide HiC data, with all inter and intrachromosomic contact maps at a resolution of 40kb. <>= require(HiCDataHumanIMR90) require(HiTC) data(Dixon2012_IMR90) ## Show data show(hic_imr90_40) ## Is my data complete (i.e. composed of intra + inter chromosomal maps) isComplete(hic_imr90_40) ## Note that a complete object is not necessarily pairwise ## (is both chr1-chr2 and chr2-chr1 stored ?) isPairwise(hic_imr90_40) ## Which chromosomes ? seqlevels(hic_imr90_40) ## Details about a given map detail(hic_imr90_40$chrXchrX) ## Descriptive statistics head(summary(hic_imr90_40)) @ \section{Topological Domains} The \Robject{tads\_imr90} object is a \Rclass{GRanges} object with a all TADs detected from this Hi-C data. <>= show(tads_imr90) @ <>= ## Extract region regx <- extractRegion(hic_imr90_40$chrXchrX, chr="chrX", from=95000000, to=105000000) ## Plot Hi-C data with TADs plot(regx, tracks=list(tads_imr90), maxrange=20) @ \small \section*{Package versions} This vignette was generated using the following package versions: <>= toLatex(sessionInfo(), locale=FALSE) @ \newpage \small %%% BIBLIOGRAPHY STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \bibliographystyle{abbrvnat} \bibliography{HiTC} %\begin{thebibliography}{} %\end{thebibliography} \end{document}