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Using Genome-Scale Metabolic Networks for Analysis, Visualization, and Integration of Targeted Metabolomics Data

Authors :
Olivia Casanueva
Horst Joachim Schirra
Jake P. N. Hattwell
Janna Hastings
Michael Witting
Source :
Computational Methods and Data Analysis for Metabolomics ISBN: 9781071602386
Publication Year :
2020
Publisher :
Springer US, 2020.

Abstract

Interpretation of metabolomics data in the context of biological pathways is important to gain knowledge about underlying metabolic processes. In this chapter we present methods to analyze genome-scale models (GSMs) and metabolomics data together. This includes reading and mining of GSMs using the SBTab format to retrieve information on genes, reactions, and metabolites. Furthermore, the chapter showcases the generation of metabolic pathway maps using the Escher tool, which can be used for data visualization. Lastly, approaches to constrain flux balance analysis (FBA) by metabolomics data are presented.

Details

ISBN :
978-1-07-160238-6
ISBNs :
9781071602386
Database :
OpenAIRE
Journal :
Computational Methods and Data Analysis for Metabolomics ISBN: 9781071602386
Accession number :
edsair.doi...........15d5601ead02e3fe710ad087a2f83476