Institute of Parasitology, McGill University,Sainte-Anne-de-Bellevue, Quebec, Canada.
Department of Microbiology and Immunology, McGill University, Montreal, Quebec, Canada.
Nucleic Acids Res. 2024 Jul 5;52(W1):W398-W406. doi: 10.1093/nar/gkae253.
We introduce MetaboAnalyst version 6.0 as a unified platform for processing, analyzing, and interpreting data from targeted as well as untargeted metabolomics studies using liquid chromatography - mass spectrometry (LC-MS). The two main objectives in developing version 6.0 are to support tandem MS (MS2) data processing and annotation, as well as to support the analysis of data from exposomics studies and related experiments. Key features of MetaboAnalyst 6.0 include: (i) a significantly enhanced Spectra Processing module with support for MS2 data and the asari algorithm; (ii) a MS2 Peak Annotation module based on comprehensive MS2 reference databases with fragment-level annotation; (iii) a new Statistical Analysis module dedicated for handling complex study design with multiple factors or phenotypic descriptors; (iv) a Causal Analysis module for estimating metabolite - phenotype causal relations based on two-sample Mendelian randomization, and (v) a Dose-Response Analysis module for benchmark dose calculations. In addition, we have also improved MetaboAnalyst's visualization functions, updated its compound database and metabolite sets, and significantly expanded its pathway analysis support to around 130 species. MetaboAnalyst 6.0 is freely available at https://www.metaboanalyst.ca.
我们介绍了 MetaboAnalyst 版本 6.0,它是一个统一的平台,可用于处理、分析和解释基于液相色谱-质谱 (LC-MS) 的靶向和非靶向代谢组学研究的数据。开发版本 6.0 的两个主要目标是支持串联质谱 (MS2) 数据处理和注释,以及支持暴露组学研究和相关实验的数据分析。MetaboAnalyst 6.0 的主要功能包括:(i) 具有支持 MS2 数据和 asari 算法的显著增强的光谱处理模块;(ii) 基于全面的 MS2 参考数据库和片段级注释的 MS2 峰注释模块;(iii) 新的统计分析模块,专门用于处理具有多个因素或表型描述符的复杂研究设计;(iv) 基于两样本孟德尔随机化的估计代谢物-表型因果关系的因果分析模块;(v) 基准剂量计算的剂量-反应分析模块。此外,我们还改进了 MetaboAnalyst 的可视化功能,更新了其化合物数据库和代谢物集,并显著扩展了其通路分析支持,涵盖了约 130 个物种。MetaboAnalyst 6.0 可在 https://www.metaboanalyst.ca 免费获得。