Table of Contents:
  • Preface; Introduction to the Applications of Chemometric Techniques in 'Omics' Research; Experimental Design: Sample Collection, Sample Size, Power Calculations, Essential Assumptions, and Univariate Approaches to Metabolomic Analysis; Recent Developments in Exploratory Data Analysis and Pattern Recognition Techniques; Analysis of High-dimensional Data from Designed Metabolomics Studies; Current Trends in Multivariate Biomarker Discovery; Discovery-based Studies of Mammalian Metabolomes with the Application of Mass Spectrometry Platforms;Recent advances in the multivariate chemometric analysis of cancer metabolic profiling; Group-specific Internal Standard Technology (GSIST) for Mass Spectrometry-Based Metabolite Profiling; 18 O-assisted 31 P NMR and mass spectrometry for phosphometabolomic fingerprinting and metabolic monitoring; Investigations of the Mechanisms of Action of Oral Healthcare Products using 1 H NMR-Based Chemometric Techniques; Metabolomics Investigation of Drug-Induced Hepatotoxicity; Chemogenomics