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MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis

Open access
Chong, Jasmine, Soufan, Othman, Li, Carin, Caraus, Iurie, Li, Shuzhao, Bourque, Guillaume, Wishart, David S, Xia, Jianguo·2018·Nucleic Acids Research

Abstract

We present a new update to MetaboAnalyst (version 4.0) for comprehensive metabolomic data analysis, interpretation, and integration with other omics data. Since the last major update in 2015, MetaboAnalyst has continued to evolve based on user feedback and technological advancements in the field. For this year's update, four new key features have been added to MetaboAnalyst 4.0, including: (1) real-time R command tracking and display coupled with the release of a companion MetaboAnalystR package; (2) a MS Peaks to Pathways module for prediction of pathway activity from untargeted mass spectral data using the mummichog algorithm; (3) a Biomarker Meta-analysis module for robust biomarker identification through the combination of multiple metabolomic datasets and (4) a Network Explorer module for integrative analysis of metabolomics, metagenomics, and/or transcriptomics data. The user interface of MetaboAnalyst 4.0 has been reengineered to provide a more modern look and feel, as well as to give more space and flexibility to introduce new functions. The underlying knowledgebases (compound libraries, metabolite sets, and metabolic pathways) have also been updated based on the latest data from the Human Metabolome Database (HMDB). A Docker image of MetaboAnalyst is also available to facilitate download and local installation of MetaboAnalyst. MetaboAnalyst 4.0 is freely available at http://metaboanalyst.ca.

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Metadata

Authors
Chong, J., Soufan, O., Li, C., Caraus, I., Li, S., Bourque, G., Wishart, D. S., & Xia, J.
Venue
Nucleic Acids Research
Published
2018-05-14
Volume
46
Issue
W1
Pages
W486-W494
ISSN
  • 0305-1048 (ISSN-L)
  • 1362-4962
OpenAlex
W2803664483
Cited by
3,629
References
5
FWCI
185.91
Type
journal article
Language
en
Open access
gold

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CoChat. (2026). Citation check: MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis. https://app.cochat.ai/papers/10.1093/nar/gky310
The paper
Chong, J., Soufan, O., Li, C., Caraus, I., Li, S., Bourque, G., Wishart, D. S., & Xia, J. (2018). MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis. Nucleic Acids Research. https://doi.org/10.1093/nar/gky310

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Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.