Metabolomics: practical guide to design and analysis

by Salek, Reza Wehrens, Ron

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Title Statements

Full title :Metabolomics : practical guide to design and analysis / edited by Ron Wehrens, Reza Salek.

Summary

Metabolomics is the scientific study of the chemical processes in a living system, environment and nutrition. It is a relatively new omics science, but the potential applications are wide, including medicine, personalized medicine and intervention studies, food and nutrition, plants, agriculture and environmental science. The topics presented and discussed in this book are based on the European Molecular Biology Organization (EMBO) practical courses in metabolomics bioinformatics taught to those working in the field, from masters to postgraduate students, PhDs, postdoctoral and early PIs. The book covers the basics and fundamentals of data acquisition and analytical technologies, but the primary focus is data handling and data analysis. The mentioning and usage of a particular data analysis tool has been avoided; rather, the focus is on the concepts and principles of data processing and analysis. The material has been class-tested and includes lots of examples, computing and exercises. Key Features: Provides an overview of qualitative /quantitative methods in metabolomics Offers an introduction to the key concepts of metabolomics, including experimental design and technology Covers data handling, processing, analysis, data standards and sharing Contains lots of examples to illustrate the topics Includes contributions from some of the leading researchers in the field of metabolomics with extensive teaching experiences.

Edition Statements

Publication Date:2019

Publication Statements

Publisher(s):CRC Press
Place of Publication:Boca Raton, Florida
Language:eng
Publication Date:2019

The Physical Object

Description:1 online resource (1 volume) : : illustrations (black and white).

Edition Identifiers

ISBN:9781315370583, 1315370581, 9781315353487, 1315353482, 9781498725279, 1498725279, 9781315334424, 1315334429
DOI:10.1201/9781315370583
oclc:on1132667484
LC Classification:QP171
Dewey Decimal:572/.4

Cover; Half Title; Title Page; Copyright Page; Table of Contents; Preface; Editors; Contributors; 1: Overview of Metabolomics; 2: Study Design and Preparation; 3: Measurement Technologies; 4: Mass Spectrometry Data Processing; 5: Nuclear Magnetic Resonance Spectroscopy Data Processing; 6: Statistics: The Essentials; 7: Data Fusion in Metabolomics; 8: Genome-Scale Metabolic Networks; 9: Metabolic Flux; 10: Data Sharing and Standards; 11: Conclusion; Appendix MTBLS1; Appendix MTBLS18; Index

Subjects

MATHEMATICS -- Probability & Statistics Metabolism Metabolism -- Research metabolism (biological concept) Métabolisme Métabolisme -- Recherche SCIENCE -- Biotechnology SCIENCE -- Life Sciences