--- title: "fourDNData" author: "Jacques Serizay" date: "`r Sys.Date()`" output: BiocStyle::html_document vignette: > %\VignetteIndexEntry{fourDNData} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r, eval = TRUE, echo=FALSE, results="hide", message = FALSE, warning = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) suppressPackageStartupMessages({ library(fourDNData) }) ``` # Introduction The 4D Nucleome Data Coordination and Integration Center ([DCIC](http://dcic.4dnucleome.org/)) has developed and actively maintains a [data portal](https://data.4dnucleome.org/browse) providing public access to a wealth of resources to investigate 3D chromatin architecture. Notably, 3D chromatin conformation libraries relying on different technologies ("in situ" or "dilution" Hi-C, Capture Hi-C, Micro-C, DNase Hi-C, ...), generated by 50+ collaborating labs, were homogenously processed, yielding more than 350 sets of processed files. `fourDNData` (read *4DN-Data*) is a package giving programmatic access to these uniformly processed Hi-C contact files. The `fourDNData()` function provides a gateway to 4DN-hosted Hi-C files, including contact matrices (in `.hic` or `.mcool`) and other Hi-C derived files such as annotated compartments, domains, insulation scores, or `.pairs` files. ```{r} library(fourDNData) head(fourDNData()) cool_file <- fourDNData('4DNESDP9ECMN') cool_file ``` # Installation `fourDNData` package can be installed from Bioconductor using the following command: ```{r eval = FALSE} if (!require("BiocManager", quietly = TRUE)) install.packages("BiocManager") BiocManager::install("fourDNData") ``` # HiCExperiment and fourDNData The `HiCExperiment` package can be used to import `.mcool` files provided by `fourDNData`. Refer to `HiCExperiment` package documentation for further information. ```{r} library(HiCExperiment) ID <- '4DNESDP9ECMN' cf <- CoolFile( path = fourDNData(ID, type = 'mcool'), metadata = as.list(fourDNData()[fourDNData()$experimentSetAccession == ID,]) ) x <- import(cf, resolution = 250000, focus = 'chr5:10000000-50000000') x interactions(x) as(x, 'ContactMatrix') ``` Rather than importing multiple files corresponding to a single experimentSet accession ID one by one, one can import all the available files associated with a experimentSet accession ID into a `HiCExperiment` object by using the `fourDNHiCExperiment()` function. ```{r} library(HiCExperiment) x <- fourDNHiCExperiment('4DNESDP9ECMN') ``` # Session info ```{r} sessionInfo() ```