reviewCurrent Protocols in BioinformaticsSep 1, 2016Closed access

Using MetaboAnalyst 3.0 for Comprehensive Metabolomics Data Analysis

Ste. Anne's Hospital · McGill University · +2 more institutions

PubMed
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Abstract

MetaboAnalyst (http://www.metaboanalyst.ca) is a comprehensive Web application for metabolomic data analysis and interpretation. MetaboAnalyst handles most of the common metabolomic data types from most kinds of metabolomics platforms (MS and NMR) for most kinds of metabolomics experiments (targeted, untargeted, quantitative). In addition to providing a variety of data processing and normalization procedures, MetaboAnalyst also supports a number of data analysis and data visualization tasks using a range of univariate, multivariate methods such as PCA (principal component analysis), PLS-DA (partial least squares discriminant analysis), heatmap clustering and machine learning methods. MetaboAnalyst also offers…

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Authors

2

Topics & keywords

Keywords
  • Metabolomics
  • Univariate
  • Computer science
  • Linear discriminant analysis
  • Principal component analysis
  • Data mining
  • Artificial intelligence
  • Multivariate statistics
UN Sustainable Development Goals
  • Reduced inequalities
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