Statistical Data Analysis of Microbiomes and Metabolomics

Statistical Data Analysis of Microbiomes and Metabolomics
Title Statistical Data Analysis of Microbiomes and Metabolomics PDF eBook
Author Yinglin Xia
Publisher American Chemical Society
Pages 229
Release 2022-02-03
Genre Science
ISBN 0841299161

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Compared with other research fields, both microbiome and metabolomics data are complicated and have some unique characteristics, respectively. Thus, choosing an appropriate statistical test or method is a very important step in the analysis of microbiome and metabolomics data. However, this is still a difficult task for those biomedical researchers without a statistical background and for those biostatisticians who do not have research experiences in these fields. Graduate students studying microbiome and metabolomics; statisticians, working on microbiome and metabolomics projects, either for their own research, or for their collaborative research for experimental design, grant application, and data analysis; and researchers who investigate biomedical and biochemical projects with the microbiome, metabolome, and multi-omics data analysis will benefit from reading this work.

Metabolomics and Microbiomics

Metabolomics and Microbiomics
Title Metabolomics and Microbiomics PDF eBook
Author Vassilios Fanos
Publisher Academic Press
Pages 146
Release 2016-08-30
Genre Medical
ISBN 0128054506

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Metabolomics and Microbiomics: Personalized Medicine from the Fetus to the Adult encompasses the most recent advances on the usage of metabolomics and microbiome research to improve disease diagnosis and healthcare. Medicine is changing from epidemiologic, descriptive, reductionist, and reactive approaches to individualized, predictive, and holistic ones by applying microbiomics to understand the functionality of the human body. The book discusses topics such as systems biology approaches, omics technologies, perinatal programming, and personalized medicine. It also discusses the ethical implications of microbiomics research and new pathways of research, such as renal regenerative medicine, gender medicine in perinatology, and animals and the science of healing. The book is a valuable resource for medical professionals and researchers in metabolomics, nutrition, microbiology, and personalized-predictive medicine. The book also will appeal to non-specialized professionals who may take advantage of its captivating and simple language. - Covers the latest scientific discoveries in order to improve health and early diagnosis of diseases - Brings a holistic and perinatal programming approach—from fetus to adulthood—to early and long-term prevention of diseases - Provides illustrations and diagrams to facilitate understanding for readers - Discusses the ethical implications of microbiomics research and new pathways of research, such as renal regenerative medicine, gender medicine in perinatology, and animals and the science of healing

An Integrated Analysis of Microbiomes and Metabolomics

An Integrated Analysis of Microbiomes and Metabolomics
Title An Integrated Analysis of Microbiomes and Metabolomics PDF eBook
Author Yinglin Xia
Publisher American Chemical Society
Pages 205
Release 2022-03-25
Genre Science
ISBN 0841299544

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Because the microbial community is dynamic, an individual’s microbiota at a given time is varied, and many factors, including age, host genetics, diet, and the local environment, significantly change the microbiota. Thus, microbiome researchers have naturally expanded their research to look for insights into the interaction of the microbiome with other “omics”. Metabolites (small molecules) are the intermediate or end products of metabolism. Metabolites have various functions. The microbial-derived metabolites play an important role in the function of the microbiome. Thus, the advancement in microbiome studies is becoming particularly critical for the integration of microbial DNA sequencing data with other omics data, especially microbiome-metabolomics integration.

Microbiome and Metabolome in Diagnosis, Therapy, and other Strategic Applications

Microbiome and Metabolome in Diagnosis, Therapy, and other Strategic Applications
Title Microbiome and Metabolome in Diagnosis, Therapy, and other Strategic Applications PDF eBook
Author Joel Faintuch
Publisher Academic Press
Pages 506
Release 2019-01-03
Genre Science
ISBN 0128152508

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Microbiome and Metabolome in Diagnosis, Therapy, and Other Strategic Applications is the first book to simultaneously cover the microbiome and the metabolome in relevant clinical conditions. In a pioneering fashion, it addresses not only the classic intestinal environment, but also the oral, gastric, lung, skin and vaginal microbiome that is in line with the latest investigations. Nonbacterial microbiomes, such as fungi and viruses are not overlooked, and the plasma microbiome is also discussed. As plasma, brain, placenta, tumor cells, and other sterile fluids and tissues, are increasingly recognized to potentially host a microbiome, albeit a limited one, this is a timely resource. The book's editors were fortunate to have the input of renowned collaborators from nearly all continents. This is truly an international effort that brings the latest in the field to students and professionals alike. - Provides comprehensive coverage on diagnosis, therapy, pharmacotherapy and disease prevention in context of the microbiome and metabolome - Focuses on the proposed physiological or pathological conditions - Presents an up-to-date, useful reference

A Metabolomic Modelling Approach for Functional Microbiome Analysis

A Metabolomic Modelling Approach for Functional Microbiome Analysis
Title A Metabolomic Modelling Approach for Functional Microbiome Analysis PDF eBook
Author Jasmine Chong
Publisher
Pages 0
Release 2022
Genre
ISBN

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"The gut microbiome is a complex biological system that impacts many aspects of human health. While several studies have identified long lists of microbes implicated in disease, why they are associated with differential host phenotypes remains unclear. Metabolomics can complement sequencing-based approaches by providing a snapshot of host-microbial co-metabolism, however, its use in the field of microbiomics is still in its infancy. The objectives of my project are therefore to (i) to become proficient in metabolomics data processing and analysis and translate this knowledge into the development of bioinformatics tools for metabolomics data, (ii) to improve biological insights obtained from untargeted metabolomics data in an open-source and transparent matter, and (iii) to implement a novel bioinformatic framework to integrate untargeted metabolomics data and taxonomic microbial data to model changes in microbial metabolism. Ultimately, this framework will permit researchers to understand metabolic mechanisms of the gut microbiome and aide the design of novel therapeutics"--

Metabonomics and Gut Microbiota in Nutrition and Disease

Metabonomics and Gut Microbiota in Nutrition and Disease
Title Metabonomics and Gut Microbiota in Nutrition and Disease PDF eBook
Author Sunil Kochhar
Publisher Springer
Pages 389
Release 2014-10-21
Genre Medical
ISBN 144716539X

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This book provides a comprehensive overview of metabonomics and gut microbiota research from molecular analysis to population-based global health considerations. The topics include the discussion of the applications in relation to metabonomics and gut microbiota in nutritional research, in health and disease and a review of future therapeutical, nutraceutical and clinical applications. It also examines the translatability of systems biology approaches into applied clinical research and to patient health and nutrition. The rise in multifactorial disorders, the lack of understanding of the molecular processes at play and the needs for disease prediction in asymptomatic conditions are some of the many questions that system biology approaches are well suited to address. Achieving this goal lies in our ability to model and understand the complex web of interactions between genetics, metabolism, environmental factors and gut microbiota. Being the most densely populated microbial ecosystem on earth, gut microbiota co-evolved as a key component of human biology, essentially extending the physiological definition of humans. Major advances in microbiome research have shown that the contribution of the intestinal microbiota to the overall health status of the host has been so far underestimated. Human host gut microbial interaction is one of the most significant human health considerations of the present day with relevance for both prevention of disease via microbiota-oriented environmental protection as well as strategies for new therapeutic approaches using microbiota as targets and/or biomarkers. In many aspects, humans are not a complete and fully healthy organism without their appropriate microbiological components. Increasingly, scientific evidence identifies gut microbiota as a key biological interface between human genetics and environmental conditions encompassing nutrition. Microbiota dysbiosis or variation in metabolic activity has been associated with metabolic deregulation (e.g. obesity, inflammatory bowel disease), disease risk factor (e.g. coronary heart disease) and even the aetiology of various pathologies (e.g. autism, cancer), although causal role into impaired metabolism still needs to be established. Metabonomics and Gut Microbiota in Nutrition and Disease serves as a handbook for postgraduate students, researchers in life sciences or health sciences, scientists in academic and industrial environments working in application areas as diverse as health, disease, nutrition, microbial research and human clinical medicine.

Metabolomics in Food and Nutrition

Metabolomics in Food and Nutrition
Title Metabolomics in Food and Nutrition PDF eBook
Author Bart C Weimer
Publisher Elsevier
Pages 262
Release 2013-10-31
Genre Technology & Engineering
ISBN 0857098810

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Metabolomics enables valuable information about the biochemical composition of foods to be rapidly obtained. Since the biochemical profile of food largely determines key food properties such as flavour and shelf life, the information gained using metabolomics-based methods will enable greater control of food quality and also help to determine the relationship between diet and health. Metabolomics in food and nutrition provides an overview of their current and potential use in the food industry.Part one reviews equipment, methods and data interpretation in metabolomics including the use of nuclear magnetic resonance (NMR), statistical methods in metabolomics, and metabolic reconstruction databases and their application to metabolomics research. Part two explores applications of metabolomics in humans, plants and food. Chapters discuss metabolomics in nutrition, human samples for health assessments, and current methods for the analysis of human milk oligosaccharides (HMOs) and their novel applications. Further chapters highlight metabolomic analysis of plants and crops, metabolomics for the safety assessment of genetically modified (GM) crops, and applications of metabolomics in food science including food composition and quality, sensory and nutritional attributes.With its distinguished editors and team of expert contributors, Metabolomics in food and nutrition is a technical resource for industrial researchers in the food and nutrition sectors interested in the potential of metabolomics methods and academics and postgraduate students working in the area. - Provides an overview of the current and potential future use of metabolomics in the food industry - Chapters focus on key applications and review the analytical methods used and the bioinformatics techniques involved in processing the results - Discusses metabolomics in nutrition, human samples for health assessments, and current methods for the analysis of human milk oligosaccharides (HMOs) and their novel applications