Multi-omics Analysis Package - Applications
LC/MS, GC/MS Data Analysis Software
Data Analysis Example
Using the Lipid Mediator Method Package to Display Quantitative Changes in Human Plasma and Serum
The metabolic map above was developed in cooperation with the Department of Lipidomics at the Faculty of Medicine, The University of Tokyo. For more details, refer to Application News 01-00250.
Using the Cell Culture Profiling Method Package to Display the Time-Course Profile of Metabolites in iPS Cell Culture Supernatant.
This data was provided by the Research & Development Center for Cell Therapy, Foundation for Biomedical Research and Innovation, Kobe. For more details, refer to Application News C209.
Comprehensive Analysis of Cell-extracts and Culture Supernatants of E. coli and Yeast Using Primary Metabolites Method Package
This data was provided by the Engineering Biology Research Center Kobe University.
Using the Bile Acid Method Package to Analyze Human Blood Plasma and Metabolites in Mouse Feces
For more details, refer to Application News 01-00196.
Analysis of Metabolomics Differences in Mutant Drosophila Using LC/MS and GC/MS -Integration of LC-MS and GC-MS Data on Metabolic Maps-
For more detail, refer to Application News 01-00410 and 01-00491
Tools for Data Analysis
Tools for Data Analysis
The Multi-omics Analysis Package is based on software tools (called gadgets) that have been released on the GARUDA platform - an open research platform developed by the GARUDA Alliance and led by The Systems Biology Institute, Japan (SBI).
Data Analysis Tools Used in the Multi-omics Analysis Package
A tool that combines a t-test (statistically significant difference) and a fold-change (Example: Difference in mean value such as 2 times or 1/2) to visualize the differences between the two groups. The Volcano Plot gadget developed by Shimadzu is included in the package.
This tool is for visualizing principal component analysis (PCA) or hierarchical cluster analysis (HCA) results or box plots (including t-test) of measurement data. It can display metabolite data analysis results in a single window to enable comprehensive determination of characteristic changes.
Tool maintained at University of Konstanz, Germany, for visualization and analysis of networks across different data sets. (GARUDA support was developed at Monash University)
Bioinformatics tool developed by the Cytoscape Consortium, used to visualize metabolic pathways, to integrate gene expression profiles with related data, and so on. It is especially useful for analyzing networks and visualizing correlations.
Corresponding Method Packages and Databases
* The Multi-omics Analysis Package is included with the LC/MS/MS Method Package for Primary Metabolite, Cell Culture Profiling, and Metabolites Method Package Suite.
* There is no blank map for visualization corresponding to short chain fatty acids in the Exact Mass Database for Endogenous Metabolites.