Using MetaboAnalyst 3.0 for Comprehensive Metabolomics Data Analysis
Ste. Anne's Hospital · McGill University · +2 more institutions
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…
Citation impact
- FWCI
- 135.78
- Percentile
- 100%
- References
- 51
Authors
2Topics & keywords
- Metabolomics
- Univariate
- Computer science
- Linear discriminant analysis
- Principal component analysis
- Data mining
- Artificial intelligence
- Multivariate statistics
- Reduced inequalities