Multi Omics Analysis Of The Human Microbiome


Multi Omics Analysis Of The Human Microbiome
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Multi Omics Analysis Of The Human Microbiome


Multi Omics Analysis Of The Human Microbiome
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Author : Indra Mani
language : en
Publisher: Springer
Release Date : 2024-06-10

Multi Omics Analysis Of The Human Microbiome written by Indra Mani and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-10 with Science categories.


This book introduces the rapidly evolving field of multi-omics in understanding the human microbiome. The book focuses on the technology used to generate multi-omics data, including advances in next-generation sequencing and other high-throughput methods. It also covers the application of artificial intelligence and machine learning algorithms to the analysis of multi-omics data, providing readers with an overview of the powerful computational tools that are driving innovation in this field. The chapter also explores the various bioinformatics databases and tools available for the analysis of multi-omics data. The book also delves into the application of multi-omics technology to the study of microbial diversity, including metagenomics, metatranscriptomics, and metaproteomics. The book also explores the use of these techniques to identify and characterize microbial communities in different environments, from the gut and oral microbiome to the skin microbiome and beyond. Towards theend, it focuses on the use of multi-omics in the study of microbial consortia, including mycology and the viral microbiome. The book also explores the potential of multi-omics to identify genes of biotechnological importance, providing readers with an understanding of the role that this technology could play in advancing biotech research. Finally, the book concludes with a discussion of the clinical applications of multi-omics technology, including its potential to identify disease biomarkers and develop personalized medicine approaches. Overall, this book provides readers with a comprehensive overview of this exciting field, highlighting the potential for multi-omics to transform our understanding of the microbial world.



Multi Omics Analysis Of The Human Microbiome


Multi Omics Analysis Of The Human Microbiome
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Author : Indra Mani
language : en
Publisher: Springer Nature
Release Date :

Multi Omics Analysis Of The Human Microbiome written by Indra Mani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.




Statistical And Computational Methods For Microbiome Multi Omics Data


Statistical And Computational Methods For Microbiome Multi Omics Data
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Author : Himel Mallick
language : en
Publisher: Frontiers Media SA
Release Date : 2020-11-19

Statistical And Computational Methods For Microbiome Multi Omics Data written by Himel Mallick and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-19 with Science categories.


This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.



Methodologies Of Multi Omics Data Integration And Data Mining


Methodologies Of Multi Omics Data Integration And Data Mining
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Author : Kang Ning
language : en
Publisher: Springer Nature
Release Date : 2023-01-15

Methodologies Of Multi Omics Data Integration And Data Mining written by Kang Ning and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-15 with Medical categories.


This book features multi-omics big-data integration and data-mining techniques. In the omics age, paramount of multi-omics data from various sources is the new challenge we are facing, but it also provides clues for several biomedical or clinical applications. This book focuses on data integration and data mining methods for multi-omics research, which explains in detail and with supportive examples the “What”, “Why” and “How” of the topic. The contents are organized into eight chapters, out of which one is for the introduction, followed by four chapters dedicated for omics integration techniques focusing on several omics data resources and data-mining methods, and three chapters dedicated for applications of multi-omics analyses with application being demonstrated by several data mining methods. This book is an attempt to bridge the gap between the biomedical multi-omics big data and the data-mining techniques for the best practice of contemporary bioinformatics and the in-depth insights for the biomedical questions. It would be of interests for the researchers and practitioners who want to conduct the multi-omics studies in cancer, inflammation disease, and microbiome researches.



Multi Omics Profiling Of Unique Niches To Reveal The Microbial And Metabolite Composition


Multi Omics Profiling Of Unique Niches To Reveal The Microbial And Metabolite Composition
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Author : Roshan Kumar
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-29

Multi Omics Profiling Of Unique Niches To Reveal The Microbial And Metabolite Composition written by Roshan Kumar and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-29 with Science categories.




Multi Omics Study On Gut Microbiota Related To Faecal Microbiota Transplantation


Multi Omics Study On Gut Microbiota Related To Faecal Microbiota Transplantation
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Author : Zhangran Chen
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-18

Multi Omics Study On Gut Microbiota Related To Faecal Microbiota Transplantation written by Zhangran Chen and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-18 with Science categories.




An Integrated Analysis Of Microbiomes And Metabolomics


An Integrated Analysis Of Microbiomes And Metabolomics
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Author : Yinglin Xia
language : en
Publisher: American Chemical Society
Release Date : 2022-03-25

An Integrated Analysis Of Microbiomes And Metabolomics written by Yinglin Xia and has been published by American Chemical Society this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-25 with Science categories.


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.



Metagenomic Systems Biology


Metagenomic Systems Biology
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Author : Shailza Singh
language : en
Publisher: Springer Nature
Release Date : 2020-12-07

Metagenomic Systems Biology written by Shailza Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-07 with Science categories.


The book serves as an amalgamation of knowledge and principles used in the area of systems and synthetic biology, and targets inter-disciplinary research groups. The readers from diversified areas would be benefited by the valuable resources and information available in one book. Microbiome projects with efficient data handling can fuel progress in the area of microbial synthetic biology by providing a ready to use plug and play chassis. Advances in gene editing technology such as the use of tailor made synthetic transcription factors will further enhance the availability of synthetic devices to be applied in the fields of environment, agriculture and health. The different chapters of the book reviews a broad range of topics, including food microbiome in ecology, use of microbiome in personalized medicine, machine learning in biomedicine. The book also describes ways to harness and exploit the incredible amounts of genomic data. The book is not only limited to medicine but also caters to the needs of environmentalists, biochemical engineers etc. It will be of interest to advanced students and researchers in life sciences, computational biology, microbiology and other inter-disciplinary areas.



Metagenomics For Microbiology


Metagenomics For Microbiology
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Author : Jacques Izard
language : en
Publisher: Academic Press
Release Date : 2014-11-07

Metagenomics For Microbiology written by Jacques Izard and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-07 with Science categories.


Concisely discussing the application of high throughput analysis to move forward our understanding of microbial principles, Metagenomics for Microbiology provides a solid base for the design and analysis of omics studies for the characterization of microbial consortia. The intended audience includes clinical and environmental microbiologists, molecular biologists, infectious disease experts, statisticians, biostatisticians, and public health scientists. This book focuses on the technological underpinnings of metagenomic approaches and their conceptual and practical applications. With the next-generation genomic sequencing revolution increasingly permitting researchers to decipher the coding information of the microbes living with us, we now have a unique capacity to compare multiple sites within individuals and at higher resolution and greater throughput than hitherto possible. The recent articulation of this paradigm points to unique possibilities for investigation of our dynamic relationship with these cellular communities, and excitingly the probing of their therapeutic potential in disease prevention or treatment of the future. Expertly describes the latest metagenomic methodologies and best-practices, from sample collection to data analysis for taxonomic, whole shotgun metagenomic, and metatranscriptomic studies Includes clear-headed pointers and quick starts to direct research efforts and increase study efficacy, eschewing ponderous prose Presented topics include sample collection and preparation, data generation and quality control, third generation sequencing, advances in computational analyses of shotgun metagenomic sequence data, taxonomic profiling of shotgun data, hypothesis testing, and mathematical and computational analysis of longitudinal data and time series. Past-examples and prospects are provided to contextualize the applications.



Biological Insights Of Multi Omics Technologies In Human Diseases


Biological Insights Of Multi Omics Technologies In Human Diseases
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Author : Aarif Ali
language : en
Publisher: Elsevier
Release Date : 2024-06-28

Biological Insights Of Multi Omics Technologies In Human Diseases written by Aarif Ali and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-28 with Science categories.


"Biological Insights of Multi-Omics Technologies in Human Diseases ́ provides detailed information about the basics of multi-omic technologies including ethics, historical perspective, science, drug discovery, and development and metabolism. With a strong focus on the practical application of omics approaches in cancer, cardiovascular, neurology, respiratory, viral, gastroenterology, autoimmune diseases, PCOS and tuberculosis, this book also includes special topics related to COVID-19 and Machine learning approaches. In 13 chapters this book provides comprehensive coverage of the challenges and opportunities facing the therapeutic implications of multi-omics from academic, regulatory, pharmaceutical, socio-ethical, and economic perspectives. The chapters are designed in a well-defined chronology such that readers will intuitively understand the central idea. This book is an ideal resource for health professionals, scientists and researchers, nutritionists, health practitioners, students, and all those who wish to broaden their knowledge in the allied field. • Explains the in-depth role of multi-omics on drug discovery/metabolism, diseases, and highlights progress in both the research and clinical areas of computation, as well as relevant implementation experience and challenges. • Describes the practice of multi-omic technologies in the treatment of several diseases. • Includes practical application and machine learning approaches of multi-omics.