The Future of Metabolomics
Building competitive advantage in drug discovery, clinical development and diagnostics
Pages: 156
Publisher: Business Insights
Date Published: August 2006
Format: PDF
Price: Single User $2875
Price: Global / Enterprise $16000
Overview
Metabolomics – the new ‘omics’ – is a dynamic and emerging field, joining genomics, transcriptomics and proteomics in enabling an integrative systems biology approach to drug discovery and development. Although metabolomics is still at an early evolutionary stage it is forecast that over the next decade the biopharma industry will apply this technology more widely in drug development and data obtained will be used in drug filing and optimizing the lifecycle management of marketed drugs. The Future of Metabolomics provides detailed insight into the effective use of metabolomics throughout drug discovery, preclinical development and clinical trials. The report also highlights the use of metabolomics in maximizing and sustaining revenues post-marketing and in the development of clinical diagnostics. Use up-to-date case studies to understand current and future directions in the application of metabolomics to drug discovery and development, explore potential cost savings, and recognize lucrative partnering opportunities in this fast moving field.
Table of Contents
Table of Contents
The Future of Metabolomics
Executive Summary
Introduction
Platform technologies in metabolomics
Regulatory and standardization issues
Metabolomics in drug discovery & preclinical development
Metabolomics in clinical drug development
The role of metabolomics for marketed drugs
Metabolomics in diagnostics and health screening
Market size, alliances, acquisitions and future directions
Chapter 1 Introduction
Summary
What is metabolomics?
The metabolome
Metabolomics’ relationship with other ‘omics technologies
Uses of metabolomics in drug discovery and development
Advantages of metabolomics
Challenges to the field of metabolomics
Conclusions
Chapter 2 Platform technologies in metabolomics
Summary
Introduction
Technologies for metabolomics
iv
Mass Spectrometry (MS)
Nuclear Magnetic Resonance spectroscopy (NMR)
MS versus NMR
Other spectroscopic and chromatographic techniques
Fourier-transform infrared spectroscopy (FTIR)
Electrochemical array
Emerging technologies
Technology developments
Metabolomics in individual cells
Experimental design and analysis
Data transformation, peak deconvolution and quantification
Metabolite identification
Data mining and analysis: Chemometrics
Databases for metabolic pathway analysis
Conclusions
Chapter 3 Regulatory and standardization issues
Summary
Introduction
Regulatory issues
US Food and Drug Administration
European Medicines Agency (EMEA) and the Japanese Ministry of Health
and Welfare (MHLW)
Standardization in metabolomics
Incentives for pharma
Conclusions
Chapter 4 Metabolomics in drug discovery & preclinical development
Summary
Introduction
Target identification and validation
Lead prioritization
Pharmacology, efficacy and mechanism of action studies
Case study: Lipomics Technologies Inc
Case study: SIDMAP
Preclinical studies for non-target effects
v
Case study: Icoria – liver toxicity biomarkers
Case study: Pfizer – biomarkers of vasculitis
Case study: GlaxoSmithKline – peroxisome proliferation
Case study: The Consortium for Metabonomics Technology (COMET)
Strengths and limitations of metabolomics for preclinical research
Metabolomics in systems biology
Case study: the Liver Toxicity Biomarker Study (LTBS)
Conclusions
Chapter 5 Metabolomics in clinical drug development
Summary
Introduction
Patient stratification and pharmacogenomics
Clinical pharmacometabolomics
Case study: Bayer’s biomarkers for response to sorafenib treatment
Metabolomics for biomarker discovery
Case study: Phenomenome Discoveries colorectal cancer biomarker
Case Study: biomarkers of asthma from the University of Alberta, Canada
The challenge of human variation
Conclusions
Chapter 6 The role of metabolomics for marketed drugs
Summary
Introduction
Product differentiation
Case study: Metabolon Inc and Bristol-Myers-Squibb study protease
inhibitors
Product lifecycle management
Seeking new indications
Case study: drug repositioning by GeneLogic
Researching efficacy and safety problems
Case study: SIDMAP predicts Gleevec resistance
Drug and transplant monitoring
Case study: toxicodynamic monitoring of immunosuppressants with NMR
Case study: transplant monitoring with metabolomics
Conclusions
vi
Chapter 7 Metabolomics in diagnostics and health screening
Summary
Introduction
Diagnostic applications of metabolomics
Case study: A NMR-based diagnostic test for atherosclerosis
Case study: A diagnostic test for coronary heart disease
Case study: A metabolic signature for motor neuron disease
Case study: novel biomarkers for pre-eclampsia
Case study: the Magnetic Resonance Diagnostics Centre
Metabolomics for population screening
Case study: newborn screening by Pediatrix Screening
Case study: the MolPAGE Consortium
Conclusions
Chapter 8 Market size, alliances, acquisitions and future directions
Summary
Introduction
Saving costs in preclinical drug development
Saving costs in clinical studies
Cost effective diagnostics
Key metabolomics companies and academic groups
Patent position
Current use of metabolomics in the pharma industry
The metabolomics market
Conclusions
Chapter 9 Appendix
Index
Bibliography
Endnotes
vii
List of Figures
Figure 1.1: Established biochemical pathways
Figure 1.2: Number of publications in metabolomics, 1997-2005
Figure 1.3: The human metabolome
Figure 1.4: The ‘omics technologies
Figure 1.5: Preclinical and clinical uses of metabolomics
Figure 2.6: Mass spectrometry – a summary
Figure 2.7: NMR spectroscopy
Figure 2.8: 1H NMR spectrum of urine showing functional windows
Figure 2.9: Analysis of metabolomics data
Figure 2.10: Examples of PCA and PLS-DA plots for biomarker discovery
Figure 2.11: Algorithms for metabolomic data analysis
Figure 2.12: Metabolic pathway map: biosynthesis of isoleucine
Figure 3.13: The metabolomics standardization initiative
Figure 4.14: Metabolomics for target identification
Figure 4.15: Metabolon case study: prioritization of lead anti-infective compounds
Figure 4.16: Metabolomics for toxicity screening in preclinical drug development
Figure 4.17: Principal component analysis of urine from rats treated with a vasculitis causing
compound
Figure 4.18: Operation of the COMET expert system for predicting main organ toxicity
Figure 4.19: Organization of the Liver Toxicity Biomarker Study
Figure 5.20: Drug development: cumulative cost per step including failures
Figure 5.21: Uses of metabolomics in clinical drug development
Figure 5.22: Pharmacogenomic approach to patient stratification in clinical trials
Figure 5.23: Patient stratification: value for business and public health from the use of
pharmacogenomics in Herceptin development
Figure 5.24: The pharmacometabonomic hypothesis tested in rats
Figure 5.25: Metabolomic biomarker discovery protocol for sorafenib
Figure 5.26: Biomarker discovery at Phenomenome Discoveries Inc: Colorectal Cancer example
Figure 5.27: NMR spectra of urine from asthmatic patients and healthy individuals
Figure 6.28: Metabolite expression in adipocytes by five protease inhibitors
Figure 6.29: Metabolic flux analysis using carbon-13 labelled glucose as a tracer
Figure 7.30: Relationship between LDL particles and LDL cholesterol, HDL cholesterol and
triglycerides
Figure 7.31: Classification of coronary artery disease with metabolomics
Figure 7.32: Metabolomic analysis of data from patients with ALS and controls
Figure 7.33: Diagnosis of community acquired pneumonia using metabolomics: the MRDC project
Figure 7.34: PCA and metabolite correlation maps for diagnosis of pulmonary diseases from the
Magnetic Resonance Diagnostics Centre
Figure 8.35: Better data improves productivity
Figure 8.36: The biology-centric drug discovery process
viii
List of Tables
Table 1.1: Advantages of metabolomics
Table 2.2: Comparison of NMR vs. MS for metabolomics applications
Table 2.3: Publicly available databases of metabolite spectra
Table 2.4: Commercial metabolite identification software
Table 2.5: Metabolomics data analysis software
Table 2.6: Publicly available databases of metabolic pathways
Table 4.7: Strengths and limitations of metabolomics in toxicology
Table 4.8: Metabolites often detected in metabolomic studies
Table 6.9: Number of metabolites up- and down-regulated by five protease inhibitors
Table 6.10: A summary of statistically significant metabolomic or metabolite measurements
relevant to organ transplantation or organ dysfunction
Table 7.11: Metabolic disorders identified by the Pediatrix StepOne™ test
Table 7.12: Partners in the MolPAGE consortium
Table 8.13: Leading suppliers and service companies in metabolomics
Table 8.14: Bioinformatics/Chemometrics companies interested in metabolomics
Table 8.15: Key academic centers for metabolomics research
Table 8.16: Number of patents issued by metabolomics-based biomarker discovery and service
companies
Table 8.17: Patents for metabolomic methods
Table 8.18: Patents applying metabolomic technologies to drug/diagnostic development
Table 8.19: Alliances between leading metabolomics companies and pharma, academia and
platform developers
Table 8.20: Alliances between leading metabolomics companies and pharma, academia and
platform developers
Table 8.21: Metabolomics market size and forecast: 2005-2012 ($bn) 138


