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Microreact: visualizing and sharing data for genomic epidemiology and phylogeography

机译:微反应:可视化和共享基因组流行病学和系统地理学的数据

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摘要

Visualization is frequently used to aid our interpretation of complex datasets. Within microbial genomics, visualizing the relationships between multiple genomes as a tree provides a framework onto which associated data (geographical, temporal, phenotypic and epidemiological) are added to generate hypotheses and to explore the dynamics of the system under investigation. Selected static images are then used within publications to highlight the key findings to a wider audience. However, these images are a very inadequate way of exploring and interpreting the richness of the data. There is, therefore, a need for flexible, interactive software that presents the population genomic outputs and associated data in a user-friendly manner for a wide range of end users, from trained bioinformaticians to front-line epidemiologists and health workers. Here, we present Microreact, a web application for the easy visualization of datasets consisting of any combination of trees, geographical, temporal and associated metadata. Data files can be uploaded to Microreact directly via the web browser or by linking to their location (e.g. from Google Drive/Dropbox or via API), and an integrated visualization via trees, maps, timelines and tables provides interactive querying of the data. The visualization can be shared as a permanent web link among collaborators, or embedded within publications to enable readers to explore and download the data. Microreact can act as an end point for any tool or bioinformatic pipeline that ultimately generates a tree, and provides a simple, yet powerful, visualization method that will aid research and discovery and the open sharing of datasets.
机译:可视化经常用于帮助我们解释复杂的数据集。在微生物基因组学中,将多个基因组之间的关系可视化为一棵树提供了一个框架,在该框架上添加了相关数据(地理,时间,表型和流行病学)以生成假设并探索被调查系统的动态。然后,将选定的静态图像用于出版物中,以向更广泛的受众突出关键的发现。但是,这些图像是探索和解释数据丰富性的一种非常不足的方法。因此,需要一种灵活的交互式软件,以易于使用的方式为广泛的最终用户提供种群基因组输出和相关数据,从受过培训的生物信息学家到一线流行病学家和卫生工作者。在这里,我们介绍Microreact,这是一个网络应用程序,用于轻松查看由树木,地理,时间和相关元数据的任意组合组成的数据集。数据文件可以直接通过网络浏览器或链接到其位置(例如从Google Drive / Dropbox或通过API)上传到Microreact,并且通过树,地图,时间轴和表格进行的集成可视化提供对数据的交互式查询。可视化可以作为协作者之间的永久Web链接共享,也可以嵌入出版物中以使读者能够浏览和下载数据。 Microreact可以充当最终生成树的任何工具或生物信息流水线的终点,并提供简单但功能强大的可视化方法,以帮助研究和发现以及数据集的开放共享。

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