Providing information on the main approaches for the analysis of metabolites, Metabolome Analysis:
- Covers basic methodologies in sample preparation and separation techniques, as well as the most recent techniques of mass spectrometry
- Differentiates between primary and secondary metabolites
- Includes four chapters discussing successful metabolome studies of different organisms
- Highlights the analytical challenges of studying metabolites
- Illustrates applications of metabolome analysis through the use of case studies
Contents
Part I: Concepts and Methodology
Metabolomics in Functional Genomics and Systems Biology
- From genomic sequencing to functional genomics
- Systems biology and metabolic models
- Metabolomics
The Chemical Challenge of the Metabolome
- Metabolites and metabolism
- The structural diversity of metabolites
- The number of metabolites in a biological system
- Controlling rates and levels
- Metabolic channeling or metabolons
- Metabolites are arranged in networks that are part of a cellular interactome
Sampling and Sample Preparation
- Quenching—the first step
- Obtaining metabolites from biological samples
- Metabolites in the extracellular medium
- Improving detection via sample concentration
Analytical Tools
- Choosing a methodology
- Starting point—samples
- Principles of chromatography
- Chromatographic systems
- Mass spectrometry
- The analytical work-flow
- Data evaluation\
- Beyond the core methods
Data Analysis
- Organizing the data
- Scales of measurement
- Data structures
- Preprocessing of data
- Deconvolution of spectroscopic data.
- Data standardization (normalization)
- Data transformations
- Similarities and distances between data
- Clustering techniques
- Classification techniques
- Integrated tools for automation, libraries, and data evaluation
Part II: Case Studies and Reviews
Yeast Metabolomics: The Discovery of New Metabolic Pathways in Saccharomyces cerevisiae
- Brief description of the methodology used
- Early discoveries
- Yeast stress response gives evidence of alternative pathway for glyoxylate biosynthesis in S. cerevisiae
- Biosynthesis of glyoxylate from glycine in S. cerevisiae
Microbial Metabolomics: Rapid Sampling Techniques to Investigate Intracellular Metabolite Dynamics—An Overview
- Starting with a simple sampling device proposed by Theobald et al. (1993)
- An improved device reported by Lange et al. (2001)
- Sampling tube device by Weuster-Botz (1997)
- Fully automated device by Schaefer et al. (1999)
- The stopped-fl ow technique by Buziol et al. (2002)
- The BioScope: a system for continuous-pulse experiments
- Conclusions and perspectives
Plant Metabolomics
- History of plant metabolomics
- Plants, their metabolism and metabolomics
- Specifi c challenges in plant metabolomics
- Applications of metabolomics approaches in plant research
Mass Profi ling of Fungal Extract from Penicillium Species
- Methodology for screening of fungi by DiMS.
- Discussion
Metabolomics in Humans and Other Mammals
- A brief history of mammalian metabolomics
- Sample preparation for mammalian metabolomics studies
- Sample analysis
- Applications
Index