Xia Jianguo, Sinelnikov Igor V, Han Beomsoo, Wishart David S
Institute of Parasitology, and Department of Animal Science, McGill University, Ste. Ann de Bellevue, QC H9X 3V9, Canada Department of Microbiology and Immunology, McGill University, Montreal, QC H3A 2B4, Canada
Department of Computing Science, University of Alberta, Edmonton, AB T6G 2E8, Canada.
Nucleic Acids Res. 2015 Jul 1;43(W1):W251-7. doi: 10.1093/nar/gkv380. Epub 2015 Apr 20.
MetaboAnalyst (www.metaboanalyst.ca) is a web server designed to permit comprehensive metabolomic data analysis, visualization and interpretation. It supports a wide range of complex statistical calculations and high quality graphical rendering functions that require significant computational resources. First introduced in 2009, MetaboAnalyst has experienced more than a 50X growth in user traffic (>50 000 jobs processed each month). In order to keep up with the rapidly increasing computational demands and a growing number of requests to support translational and systems biology applications, we performed a substantial rewrite and major feature upgrade of the server. The result is MetaboAnalyst 3.0. By completely re-implementing the MetaboAnalyst suite using the latest web framework technologies, we have been able substantially improve its performance, capacity and user interactivity. Three new modules have also been added including: (i) a module for biomarker analysis based on the calculation of receiver operating characteristic curves; (ii) a module for sample size estimation and power analysis for improved planning of metabolomics studies and (iii) a module to support integrative pathway analysis for both genes and metabolites. In addition, popular features found in existing modules have been significantly enhanced by upgrading the graphical output, expanding the compound libraries and by adding support for more diverse organisms.
MetaboAnalyst(www.metaboanalyst.ca)是一个旨在实现全面代谢组学数据分析、可视化和解读的网络服务器。它支持一系列需要大量计算资源的复杂统计计算和高质量图形渲染功能。MetaboAnalyst于2009年首次推出,用户流量增长超过50倍(每月处理超过50000个任务)。为了跟上快速增长的计算需求以及支持转化和系统生物学应用的越来越多的请求,我们对服务器进行了大量重写和主要功能升级。结果就是MetaboAnalyst 3.0。通过使用最新的网络框架技术完全重新实现MetaboAnalyst套件,我们大幅提高了其性能、容量和用户交互性。还添加了三个新模块,包括:(i)一个基于计算受试者工作特征曲线的生物标志物分析模块;(ii)一个用于样本量估计和功效分析以改进代谢组学研究规划的模块;以及(iii)一个支持基因和代谢物综合通路分析的模块。此外,通过升级图形输出、扩展化合物库以及增加对更多不同生物体的支持,现有模块中的热门功能也得到了显著增强。