Bioinformatics · 2018 · 802 citations · 8 references
Life SciencesBioinformaticsBiostatisticsMetabolismMetabolomicsMulti-omics IntegrationMetabolite ProfilingMetabolomics Data AnalysisLarge-scale Data ProcessingMetabolite Data ProcessingMetabolome Data AnalysisMetabolomics Data ProcessingMetabolomics WorkflowsWeb Server ArchitectureWeb Services
Summary: The MetaboAnalyst web application has been widely used for metabolomics data analysis and interpretation. Despite its user-friendliness, the web interface has presented its inherent limitations (especially for advanced users) with regard to flexibility in creating customized workflow, support for reproducible analysis, and capacity in dealing with large data. To address these limitations, we have developed a companion R package (MetaboAnalystR) based on the R code base of the web server. The package has been thoroughly tested to ensure that the same R commands will produce identical results from both interfaces. MetaboAnalystR complements the MetaboAnalyst web server to facilitate transparent, flexible and reproducible analysis of metabolomics data. Availability and implementation: MetaboAnalystR is freely available from https://github.com/xia-lab/MetaboAnalystR.
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MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis
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