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Proteomic and Metabolomic Approaches to Biomarker Discovery, Second Edition covers techniques from both proteomics and metabolomics and includes all steps involved in biomarker discovery, from study design to study execution. The book describes methods and presents a standard operating procedure for sample selection, preparation and storage, as well as data analysis and modeling. This new standard effectively eliminates the differing methodologies used in studies and creates a unified approach. Readers will learn the advantages and disadvantages of the various techniques discussed, as well as potential difficulties inherent to all steps in the biomarker discovery process.
This second edition has been fully updated and revised to address recent advances in MS and NMR instrumentation, high-field NMR, proteomics and metabolomics for biomarker validation, clinical assays of biomarkers and clinical MS and NMR, identifying microRNAs and autoantibodies as biomarkers, MRM-MS assay development, top-down MS, glycosylation-based serum biomarkers, cell surface proteins in biomarker discovery, lipodomics for cancer biomarker discovery, and strategies to design studies to identify predictive biomarkers in cancer research.
- Addresses the full range of proteomic and metabolomic methods and technologies used for biomarker discovery and validation
- Covers all steps involved in biomarker discovery, from study design to study execution
- Serves as a vital resource for biochemists, biologists, analytical chemists, bioanalytical chemists, clinical and medical technicians, researchers in pharmaceuticals and graduate students
Active researchers and students in biochemistry, molecular biology, pharmaceutical science, cellular biology, applied microbiology, and biotechnology; medical chemists; analytical chemists; clinician scientists
- Biomarker discovery: Study design and execution
2. Proteomic and mass spectrometry technologies for biomarker discovery
3. Tissue sample preparation for proteomic analysis
4. Sample preparation in global metabolomics of biological fluids and tissues
5. Serum and plasma collection: Preanalytical variables and standard operating procedures in biomarker research
6. Sample depletion, fractionation, and enrichment for biomarker discovery
7. Current NMR strategies for biomarker
8. Gas chromatography/mass spectrometrybased metabonomics
9. Liquid chromatographic methods combined with mass spectrometry in metabolomics
10. Capillary electrophoresis-mass spectrometry for proteomic and metabolic
11. Associating 2-DE and CPLLs for low-abundance protein discovery: A winning strategy
12. Two-dimensional difference in gel electrophoresis for biomarker discovery
13. Affinity-targeting schemes for protein biomarkers
14. Protein and metabolite identification
15. Quantitative proteomics in development of disease protein biomarkers
16. Mass spectrometry and NMR spectroscopy based quantitative metabolomics
17. Top-down mass spectrometry for protein molecular diagnostics, structure analysis, and biomarker discovery
18. Using data-independent mass spectrometry to extend detectable dynamic range without prior fractionation
19. Imaging mass spectrometry of intact biomolecules in tissue section
20. Mass spectrometry-based approach for protein biomarker verification
21. Mass spectrometry metabolomic data handling for biomarker discovery
22. Analytical methods and biomarker validation
23. Multivariate analysis for metabolomics and proteomics data
24. Cell surface protein enrichment for biomarker and drug target discovery using mass spectrometry-based proteomic
25. Advances in lipidomics for cancer biomarker discovery
26. Mass spectrometry for the identification of protein biomarkers in urinary extracellular vesicles
27. Designing clinical studies for biomarker discovery: The DESIGN criteria
- No. of pages:
- © Academic Press 2020
- 29th October 2019
- Academic Press
- Paperback ISBN:
Haleem J. Issaq received his B.S. degree from the American College of Istanbul, Turkey, a M.S. degree from the Technion, Israel Institute of Technology, and a Ph.D. in analytical chemistry from Georgetown University in 1972. He was a Principal Scientist and Head of the Separation Technologies and Assay Development Group within the Laboratory of Proteomics and Analytical Technologies, SAIC-Frederick, Inc., located within the National Cancer Institute at Frederick, Maryland. His research interests include multidimensional separation of complex protein/peptide mixtures using liquid-phase-based separations (LC/LC, IEF/LC, and LC/CE), fast separation of estrogens, and use of HPLC/MS metabolomics for disease biomarker detection. He is the author or coauthor of over 350 scientific publications and the editor of A Century of Separation Science. He is the recipient of numerous awards, including Maryland Chemist of the Year.
Emeritus Scientist, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research Sponsored by The National Cancer Institute, Frederick, Maryland, USA
Dr. Timothy Veenstra obtained his PhD in Biochemistry from University of Windsor (Windsor, ON) and completed a three-year post-doctoral fellowship at the Mayo Clinic under the guidance of Dr. Rajiv Kumar. He has over 20 years of research experience both in academics and as a Senior Vice President for a biotech company that focused on neurological diseases. With more than 380 published works (including 2 books), and eight patents, Dr. Timothy Veenstra brings a wealth of knowledge and experience to share with Maranatha’s science students.
Professor, College of Arts and Sciences, Department of Applied Science, Maranatha Baptist University, Watertown, WI, USA