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Books > Science & Mathematics > Biology, life sciences > Molecular biology
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Metabolomics Perspectives - From Theory to Practical Application (Paperback)
Loot Price: R3,700
Discovery Miles 37 000
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Metabolomics Perspectives - From Theory to Practical Application (Paperback)
Expected to ship within 12 - 19 working days
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Metabolomics Perspectives: From Theory to Practical Application is
an expertly written volume, which provides a thorough description
of the current state-of-the-art in the metabolomics field. The
philosophy behind the book is to guide the reader in a step-by-step
exploration of metabolomics experiments, ranging from sample
preparation to data extraction, analysis and interpretation, and to
discuss the main current applications and future perspectives of
this emerging science. Armed with critical insights, coupled with a
clear writing, the book consists of three main sections. The first
one introduces the pivotal theoretical fundamentals and provides a
comprehensive overview of the "wet" laboratory workflow, including
protocol instructions and a detailed description of experimental
methods and analytical techniques. The second section covers a wide
range of topics in the context of data analysis, including guidance
in exploratory analysis, supervised and unsupervised machine
learning approaches and validation and optimization methods. In
addition to the several examples reported in the text, the book
features an R package, specifically designed to perform all the
described algorithms, which is hosted on a companion website
(www.metabolomicsperspectives.com) together with several sets of
available metabolomic data. Finally, an extensive dissertation
describes the latest advances and the major fields of interest for
metabolomics applications, highlighting their crucial potentials
for future biomedical research. Thus, this book represents a
must-read for both experienced researchers, interested in
metabolomics, and newcomers to the field.
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