Methylation plotter: a web tool for dynamic visualization of DNA methylation data.

Q2 Decision Sciences
Source Code for Biology and Medicine Pub Date : 2014-06-07 eCollection Date: 2014-01-01 DOI:10.1186/1751-0473-9-11
Izaskun Mallona, Anna Díez-Villanueva, Miguel A Peinado
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引用次数: 55

Abstract

Methylation plotter is a Web tool that allows the visualization of methylation data in a user-friendly manner and with publication-ready quality. The user is asked to introduce a file containing the methylation status of a genomic region. This file can contain up to 100 samples and 100 CpGs. Optionally, the user can assign a group for each sample (i.e. whether a sample is a tumoral or normal tissue). After the data upload, the tool produces different graphical representations of the results following the most commonly used styles to display this type of data. They include an interactive plot that summarizes the status of every CpG site and for every sample in lollipop or grid styles. Methylation values ranging from 0 (unmethylated) to 1 (fully methylated) are represented using a gray color gradient. A practical feature of the tool allows the user to choose from different types of arrangement of the samples in the display: for instance, sorting by overall methylation level, by group, by unsupervised clustering or just following the order in which data were entered. In addition to the detailed plot, Methylation plotter produces a methylation profile plot that summarizes the status of the scrutinized region, a boxplot that sums up the differences between groups (if any) and a dendrogram that classifies the data by unsupervised clustering. Coupled with this analysis, descriptive statistics and testing for differences at both CpG and group levels are provided. The implementation is based in R/shiny, providing a highly dynamic user interface that generates quality graphics without the need of writing R code. Methylation plotter is freely available at http://gattaca.imppc.org:3838/methylation_plotter/.

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甲基化绘图仪:一个用于DNA甲基化数据动态可视化的网络工具。
甲基化绘图仪是一个Web工具,它允许以用户友好的方式可视化甲基化数据,并具有出版准备的质量。用户被要求介绍一个包含基因组区域甲基化状态的文件。该文件最多可包含100个样本和100个CpGs。用户可以选择为每个样本指定一个组(即,无论样本是肿瘤组织还是正常组织)。在数据上传之后,该工具按照最常用的样式生成不同的结果图形表示,以显示这类数据。它们包括一个交互式图,以棒棒糖或网格的形式总结了每个CpG站点和每个样本的状态。甲基化值范围从0(未甲基化)到1(完全甲基化)使用灰色梯度表示。该工具的一个实用功能允许用户从显示的不同类型的样品排列中进行选择:例如,按总体甲基化水平、按组、按无监督聚类或仅按照输入数据的顺序进行排序。除了详细的图之外,Methylation绘图仪还生成了一个甲基化概况图,它总结了仔细检查区域的状态,一个箱线图总结了组之间的差异(如果有的话),一个树形图通过无监督聚类对数据进行分类。与此分析相结合,提供了描述性统计和CpG和组水平差异的检验。该实现基于R/shiny,提供了一个高度动态的用户界面,无需编写R代码即可生成高质量的图形。甲基化绘图仪可在http://gattaca.imppc.org:3838/methylation_plotter/免费获得。
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来源期刊
Source Code for Biology and Medicine
Source Code for Biology and Medicine Decision Sciences-Information Systems and Management
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期刊介绍: Source Code for Biology and Medicine is a peer-reviewed open access, online journal that publishes articles on source code employed over a wide range of applications in biology and medicine. The journal"s aim is to publish source code for distribution and use in the public domain in order to advance biological and medical research. Through this dissemination, it may be possible to shorten the time required for solving certain computational problems for which there is limited source code availability or resources.
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