Comut-viz:在线高效创建和浏览计算图。

Comut-viz: efficiently creating and browsing comutation plots online.

机构信息

Department of Translational Medicine, 3D Medicines Inc., Shanghai, China.

General Surgery Department, Huadong Hospital Affiliated to Fudan University, Shanghai, China.

出版信息

BMC Bioinformatics. 2023 Jun 1;24(1):226. doi: 10.1186/s12859-023-05351-8.

Abstract

BACKGROUND

Comutation plot is a widely used visualization method to deliver a global view of the mutation landscape of large-scale genomic studies. Current tools for creating comutation plot are either offline packages that require coding or online web servers with varied features. When a package is used, it often requires repetitive runs of code to adjust a single feature that might only be a few clicks in a web app. But web apps mostly have limited capacity for customization and cannot handle very large genomic files.

RESULTS

To improve on existing tools, we identified features that are most frequently adjusted in creating a plot and incorporate them in Comut-viz that interactively filters and visualizes mutation data as downloadable plots. It includes colored labels for numeric metadata, a preloaded palette for changing colors and two input boxes for adjusting width and height. It accepts standard mutation annotation format (MAF) files as input and can handle large MAF files with more than 200 k rows. As a front-end only app, Comut-viz guarantees privacy of user data and no latency in the analysis.

CONCLUSIONS

Comut-viz is a highly responsive and extensible web app to make comutation plots. It provides customization for frequently adjusted features and accepts large genomic files as input. It is suitable for genomic studies with more than a thousand samples.

摘要

背景

突变图是一种广泛用于呈现大规模基因组研究中突变景观的全局视图的可视化方法。目前用于创建突变图的工具要么是需要编码的离线包,要么是具有不同功能的在线网络服务器。使用包时,通常需要重复运行代码来调整单个功能,而在网络应用程序中,可能只需点击几下即可完成。但是,网络应用程序通常定制能力有限,无法处理非常大的基因组文件。

结果

为了改进现有工具,我们确定了在创建图时最常调整的功能,并将其集成到 Comut-viz 中,Comut-viz 可交互式地筛选和可视化突变数据,并以可下载的图形式呈现。它包括用于数值元数据的彩色标签、用于更改颜色的预加载调色板以及用于调整宽度和高度的两个输入框。它接受标准突变注释格式 (MAF) 文件作为输入,并且可以处理超过 200K 行的大型 MAF 文件。作为一个仅前端的应用程序,Comut-viz 保证了用户数据的隐私性和分析过程中的无延迟。

结论

Comut-viz 是一个高度响应和可扩展的网络应用程序,用于制作突变图。它提供了对经常调整的功能的定制,并接受大型基因组文件作为输入。它适用于具有超过一千个样本的基因组研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0be/10236844/ea1414f76993/12859_2023_5351_Fig1_HTML.jpg

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