Advancing Mass Spectrometry-based Metabolomics and Proteomics

Advancing Mass Spectrometry-based Metabolomics and Proteomics PDF Author: Ling Hao
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

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Book Description
Quantitative analysis of endogenous biomolecules offers a wealth of clues to understand cell biology and disease mechanisms. Mass spectrometry (MS) has become a foremost technology for the study of biomolecules and their dynamic alterations involved in disease processes. This dissertation is devoted to the development of novel and improved MS-based metabolomic and proteomic methodologies and the application to human disease studies. Specifically, both label-free and stable isotope labeling strategies have been developed for the analysis of metabolites, peptides, and proteins in various biological systems. Label-free methods provide straightforward measurements of biomolecules and are combined with advanced bioinformatics tools for biomarker discovery. Stable isotope labeling, particularly custom DiLeu, iDiLeu, and mdDiLeu tags, offers high-throughput and accurate quantification of biomolecules. Novel online software platform has also been developed for automated omics data analysis. The advancements of analytical methodologies in this work have been mainly achieved on standard flow liquid chromatography (LC)-MS, nanoflow LC-MS, and capillary electrophoresis (CE)-MS platforms. Comprehensive metabolomic and proteomic studies have been successfully applied to disease biomarker discovery for human Preclinical Alzheimer's Disease and Lower Urinary Tract Symptoms in human and mouse models.

Advancing Mass Spectrometry-based Metabolomics and Proteomics

Advancing Mass Spectrometry-based Metabolomics and Proteomics PDF Author: Ling Hao
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Get Book Here

Book Description
Quantitative analysis of endogenous biomolecules offers a wealth of clues to understand cell biology and disease mechanisms. Mass spectrometry (MS) has become a foremost technology for the study of biomolecules and their dynamic alterations involved in disease processes. This dissertation is devoted to the development of novel and improved MS-based metabolomic and proteomic methodologies and the application to human disease studies. Specifically, both label-free and stable isotope labeling strategies have been developed for the analysis of metabolites, peptides, and proteins in various biological systems. Label-free methods provide straightforward measurements of biomolecules and are combined with advanced bioinformatics tools for biomarker discovery. Stable isotope labeling, particularly custom DiLeu, iDiLeu, and mdDiLeu tags, offers high-throughput and accurate quantification of biomolecules. Novel online software platform has also been developed for automated omics data analysis. The advancements of analytical methodologies in this work have been mainly achieved on standard flow liquid chromatography (LC)-MS, nanoflow LC-MS, and capillary electrophoresis (CE)-MS platforms. Comprehensive metabolomic and proteomic studies have been successfully applied to disease biomarker discovery for human Preclinical Alzheimer's Disease and Lower Urinary Tract Symptoms in human and mouse models.

Proteomic and Metabolomic Approaches to Biomarker Discovery

Proteomic and Metabolomic Approaches to Biomarker Discovery PDF Author: Haleem J. Issaq
Publisher: Academic Press
ISBN: 0123947952
Category : Science
Languages : en
Pages : 489

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Book Description
Proteomic and Metabolomic Approaches to Biomarker Discovery demonstrates how to leverage biomarkers to improve accuracy and reduce errors in research. Disease biomarker discovery is one of the most vibrant and important areas of research today, as the identification of reliable biomarkers has an enormous impact on disease diagnosis, selection of treatment regimens, and therapeutic monitoring. Various techniques are used in the biomarker discovery process, including techniques used in proteomics, the study of the proteins that make up an organism, and metabolomics, the study of chemical fingerprints created from cellular processes. Proteomic and Metabolomic Approaches to Biomarker Discovery is the only publication that 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. A vital resource for biochemists, biologists, analytical chemists, bioanalytical chemists, clinical and medical technicians, researchers in pharmaceuticals, and graduate students, Proteomic and Metabolomic Approaches to Biomarker Discovery provides the information needed to reduce clinical error in the execution of research. - Describes the use of biomarkers to reduce clinical errors in research - Includes techniques from a range of biomarker discoveries - Covers all steps involved in biomarker discovery, from study design to study execution

Advanced Mass Spectrometry-based Analytical Separation Techniques for Probing the Polar Metabolome

Advanced Mass Spectrometry-based Analytical Separation Techniques for Probing the Polar Metabolome PDF Author: Rawi Ramautar
Publisher: Royal Society of Chemistry
ISBN: 1839163534
Category : Science
Languages : en
Pages : 277

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Book Description
The efficient analysis of polar and charged metabolites in biological samples remains a huge challenge in the field of metabolomics. Over the past years, novel mass spectrometry-based analytical tools have been developed to enable the sensitive and efficient profiling of polar ionogenic metabolites in various biological samples. This book gives the reader a comprehensive overview of these recent technological developments. Topics covered include the use of chemical labelling strategies for allowing the analysis of polar metabolites using reversed-phase liquid chromatography–mass spectrometry (RPLC-MS) and the latest methodological developments in RPLC-MS, hydrophilic interaction liquid chromatography (HILIC)-MS and ion-pair LC-MS approaches. Attention is also paid to developments in nano-LC-MS and capillary electrophoresis–mass spectrometry methods specifically for profiling polar metabolites in small volume biological samples. The utility of ion-mobility MS and NMR spectroscopy will also be outlined. Sample preparation is the key part in the analytical workflow employed for metabolomics. Therefore, ample emphasis will be given on recent solid-phase extraction and solid-phase micro-extraction methods. Finally, analytical techniques for chiral metabolic profiling will also be considered. Discussing the state-of-the-art of the proposed topics in one single book for probing the polar metabolome, using relevant examples, is unique and needed in the metabolomics field. This book has relevance and appeal to an international audience of analytical and biomedical researchers in industry and academia.

Foodomics

Foodomics PDF Author: Alejandro Cifuentes
Publisher: John Wiley & Sons
ISBN: 1118537351
Category : Medical
Languages : en
Pages : 631

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Book Description
Provides the latest "-omics" tools to advance the study of food and nutrition The rapidly emerging field of foodomics examines food and nutrition by applying advanced "-omics" technologies in order to improve people's health, well-being, and knowledge. Using tools from genomics, transcriptomics, epigenomics, proteomics, and metabolomics, foodomics offers researchers new analytical approaches to solve a myriad of current challenges in food and nutrition science. This book presents the fundamentals of foodomics, exploring the use of advanced mass spectrometry techniques in food science and nutrition in the post-genomic era. The first chapter of the book offers an overview of foodomics principles and applications. Next, the book covers: Modern instruments and methods of proteomics, including the study and characterization of food quality, antioxidant food supplements, and food allergens Advanced mass spectrometry-based methods to study transgenic foods and the microbial metabolome Mass spectrometry-based metabolomics in nutrition and health research Foodomics' impact on our current understanding of micronutrients (phenolic compounds and folates), optimal nutrition, and personalized nutrition and diet related diseases Principles and practices of lipidomics and green foodomics Use of chemometrics in mass spectrometry and foodomics The final chapter of Foodomics explores the potential of systems biology approaches in food and nutrition research. All the chapters conclude with references to the primary literature, enabling readers to explore individual topics in greater depth. With contributions from a team of leading pioneers in foodomics, this book enables students and professionals in food science and nutrition to take advantage of the latest tools to advance their research and open up new areas of food and nutrition investigation.

Advancing Computational Methods for Mass Spectrometry-based Proteomics, Metabolomics, and Analysis of Multi-omics Datasets

Advancing Computational Methods for Mass Spectrometry-based Proteomics, Metabolomics, and Analysis of Multi-omics Datasets PDF Author: Hamid Hamzeiy
Publisher:
ISBN:
Category : Mass spectrometry
Languages : en
Pages : 0

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Book Description


Advancing Mass Spectrometry-based Proteomic Analysis Strategies for the Investigation of Human Health and Disease

Advancing Mass Spectrometry-based Proteomic Analysis Strategies for the Investigation of Human Health and Disease PDF Author: Justin Morgan McKetney
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

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Book Description
This dissertation describes advances in mass spectrometry-based analysis of the human proteome and applies the most current technologies to investigations of age, neurodegeneration and stress. Although direct protein measurements in human tissues provide valuable insight into the development and progression of disease, the complex and dynamic nature of human proteomes provides several challenges. Chapter 1 details some of these hurdles along with the basic concepts of bottom-up proteomics in terms of sample preparation and instrument operation. Chapter 2 describes regional protein signatures for nine neuroanatomically distinct regions of the aged human brain. These region-specific proteins are then compared to proteins associated with Alzheimer's disease (AD). An efficient and scalable method for proteomic analysis of AD in cerebrospinal fluid is demonstrated in Chapter 3 using an age- and sex-matched sample cohort. In Chapter 4, a proteomic analysis is performed on saliva of soldiers before and after a simulated combat training exercise in order to quantify the proteomic effects of stress. To expand the method development toolkit for proteomics of human tissues and biofluids, a machine learning model is developed for predicting peptides' transmissive compensating voltage when using high field asymmetric waveform ion mobility spectrometry (FAIMS)(Chapter 5). Conclusions and future directions for these projects, including expanded analyses and continued technological development are discussed in Chapter 6. A chapter conveying aspects of this dissertation to a general public audience is included after the conclusion (Chapter 7).

Advanced Mass Spectrometry for Food Safety and Quality

Advanced Mass Spectrometry for Food Safety and Quality PDF Author:
Publisher: Elsevier
ISBN: 0444633928
Category : Technology & Engineering
Languages : en
Pages : 733

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Book Description
Advanced Mass Spectrometry for Food Safety and Quality provides information on recent advancements made in mass spectrometry-based techniques and their applications in food safety and quality, also covering the major challenges associated with implementing these technologies for more effective identification of unknown compounds, food profiling, or candidate biomarker discovery. Recent advances in mass spectrometry technologies have uncovered tremendous opportunities for a range of food-related applications. However, the distinctive characteristics of food, such as the wide range of the different components and their extreme complexity present enormous challenges. This text brings together the most recent data on the topic, providing an important resource towards greater food safety and quality. - Presents critical applications for a sustainable, affordable and safe food supply - Covers emerging problems in food safety and quality with many specific examples. - Encompasses the characteristics, advantages, and limitations of mass spectrometry, and the current strategies in method development and validation - Provides the most recent data on the important topic of food safety and quality

Mass Spectrometry-Based Metabolomics

Mass Spectrometry-Based Metabolomics PDF Author: Sastia Prama Putri
Publisher: CRC Press
ISBN: 1482223775
Category : Science
Languages : en
Pages : 284

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Book Description
Mass Spectrometry-Based Metabolomics: A Practical Guide is a simple, step-by-step reference for profiling metabolites in a target organism. It discusses optimization of sample preparation for urine, serum, blood, tissue, food, and plant and animal cell samples. Encompassing three different technical fields-biology, analytical chemistry, and informa

Statistical Analysis of Proteomics, Metabolomics, and Lipidomics Data Using Mass Spectrometry

Statistical Analysis of Proteomics, Metabolomics, and Lipidomics Data Using Mass Spectrometry PDF Author: Susmita Datta
Publisher: Springer
ISBN: 3319458094
Category : Medical
Languages : en
Pages : 294

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Book Description
This book presents an overview of computational and statistical design and analysis of mass spectrometry-based proteomics, metabolomics, and lipidomics data. This contributed volume provides an introduction to the special aspects of statistical design and analysis with mass spectrometry data for the new omic sciences. The text discusses common aspects of design and analysis between and across all (or most) forms of mass spectrometry, while also providing special examples of application with the most common forms of mass spectrometry. Also covered are applications of computational mass spectrometry not only in clinical study but also in the interpretation of omics data in plant biology studies. Omics research fields are expected to revolutionize biomolecular research by the ability to simultaneously profile many compounds within either patient blood, urine, tissue, or other biological samples. Mass spectrometry is one of the key analytical techniques used in these new omic sciences. Liquid chromatography mass spectrometry, time-of-flight data, and Fourier transform mass spectrometry are but a selection of the measurement platforms available to the modern analyst. Thus in practical proteomics or metabolomics, researchers will not only be confronted with new high dimensional data types—as opposed to the familiar data structures in more classical genomics—but also with great variation between distinct types of mass spectral measurements derived from different platforms, which may complicate analyses, comparison, and interpretation of results.

Mass Spectrometry-Based Metabolomics in Clinical and Herbal Medicines

Mass Spectrometry-Based Metabolomics in Clinical and Herbal Medicines PDF Author: Aihua Zhang
Publisher: John Wiley & Sons
ISBN: 3527835741
Category : Science
Languages : en
Pages : 292

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Book Description
Highlights the importance and benefit of mass spectrometry-based metabolomics for identifying biomarkers that accurately screen for potential biomarkers of diseases Mass spectrometry-based metabolomics offer new opportunities for biomarker discovery in complex diseases and may provide pathological understanding of diseases beyond traditional technologies. It is the systematic analysis of low-molecular-weight metabolites in biological samples and has been applied to discovering and identifying the perturbed pathways. Currently, mass spectrometry-based metabolomics has become an important tool in clinical research and the diagnosis of human disease. Mass Spectrometry-Based Metabolomics in Clinical and Herbal Medicines comprehensively presents the current state, challenges, and applications of high-throughput mass spectrometry-based metabolomics such as metabolites analysis, biomarker discovery, technical challenges, discovery of natural product, mechanism interpretation of action, discovery of active ingredients, clinical application and precision medicine, and enhancing their biomedical value in a real world of biomedicine, shedding light on the potential for spectrometry-based metabolomics. It highlights the value of mass spectrometry-based metabolomics and metabolism to address the complexity of herbal medicines in systems pharmacology, especially, to link phytochemical analysis with the assessment of pharmacological effect and therapeutic potential. Each chapter has been laid out with introduction, method, up-to-date literature, identification of biomarker, and applications Covers the current state, challenges, and applications of high-throughput mass spectrometry-based metabolomics in the discovery of biomarker, active ingredients, natural product, etc. Constitutes a unique and indispensable practical guide for any phytochemistry or related laboratory, and provides hands-on description of new techniques Provides a guide for new practitioners of pharmacologists, pharmacological scholars, drug developers, botanist, researchers of traditional medicines. Mass Spectrometry-Based Metabolomics in Clinical and Herbal Medicines provides a landmark of mass spectrometry-based metabolomics research and a beneficial guideline to graduate students and researchers in academia, industry, and technology transfer organizations in all biomedical science fields.