Multi Omics Technology In Human Health And Diseases
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Multi Omics Technology In Human Health And Diseases
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Author : Muzafar A Macha
language : en
Publisher: Elsevier
Release Date : 2025-03-17
Multi Omics Technology In Human Health And Diseases written by Muzafar A Macha and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-17 with Science categories.
Multi-Omics Technology in Human Health and Diseases: Genomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics, Radiomics, Multi-omic provides a way forward in understanding complete disease etiology and prognosis. This unique book gives a comprehensive understanding of multi-omics technology and its applications in understanding complex human health and disease and not only introduces the technology, but also its use for biomarker identification, drug discovery, and disease prognostication. A comprehensive understanding of human health and diseases, particularly cancer, requires knowledge of molecular biomarkers at a multi-omics level, including genome, epigenome, transcriptome, proteome, and metabolome, which is meagerly available or highly lacking among the students and scientific researchers. This book covers all the aspects of multi-omics technology and how this technology can be implemented into scientific research and discovery.Multi-Omics Technology in Human Health and Diseases: Genomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics, Radiomics, Multi-omic is the first resource to present the latest information on currently utilized multi-omics technology for big data interpretation and their applications in understanding the complex human pathobiology. This is the perfect resource for researchers, academia, students, as well as the industrial audience. - Presents the most recent advancements in multiomics technology for elucidating complex human pathobiology. - Offers comprehensive insights into understanding disease etiology and prognosis. - Introduces the principles of multiomics technology and its applications in biomarker identification, drug discovery, and disease prognostication. - Explores the tools and methodologies for integrating and interpreting multiomics data sets. - Introduces multiomics databases and visualization web portals. - Provides up-to-date information on the role of multiomics technology in understanding intricate human pathobiology.
Artificial Intelligence In Human Health And Diseases
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Author : Muzafar A. Macha
language : en
Publisher: Springer Nature
Release Date : 2025-07-17
Artificial Intelligence In Human Health And Diseases written by Muzafar A. Macha and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-17 with Medical categories.
This book discusses current concepts and future translational possibilities of Artificial Intelligence (AI) in human healthcare and diseases. The initial chapter reviews the application and integration of AI and multi-omics to develop novel diagnostic and therapeutic strategies. The book chapter also explores the recent advances in data-driven approaches that aided state-of-the-art AI for biomarker discovery and better disease diagnosis. The book also offers computational and oncological prospects for the role of AI in radio genomics, as well as its offers, achievements, opportunities, and limitations in the current clinical practices. The chapters further cover the role of the current state of AI in Cardiovascular Disease, Obesity and Diabetes, Neurological Diseases, and Infectious Diseases. Towards the end, the book highlights the use of AI in diverse pharmaceutical industry sectors, including drug discovery and development, drug repurposing, and improving pharmaceutical productivity. This book is handy for basic, translational, clinical & interdisciplinary researchers and bioinformaticians.
Biological Insights Of Multi Omics Technologies In Human Diseases
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Author : Aarif Ali
language : en
Publisher: Elsevier
Release Date : 2024-05-23
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 2024-05-23 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.
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.
Vector Borne Diseases Current Trends And Public Health Perspectives
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Author : Jayalakshmi Krishnan
language : en
Publisher: Bentham Science Publishers
Release Date : 2024-12-17
Vector Borne Diseases Current Trends And Public Health Perspectives written by Jayalakshmi Krishnan and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-17 with Medical categories.
This book provides a comprehensive exploration of vector-borne diseases, highlighting current trends, control strategies, and their public health implications. With contributions from experts, it informs readers about specific diseases caused by vectors such as mosquitoes and other zoonotic agents, presenting innovative approaches for prevention and management. The book begins with a focus on mosquito control strategies, emphasizing their significance in reducing the burden of vector-borne diseases. It further unravels the impact of Rickettsial infections, providing insights into these often-underdiagnosed diseases. Scrub typhus is explored through its co-infections with other vector-borne zoonotic diseases and analyzed using an integrated omics approach to better understand its pathogenesis and treatment. The final chapter sheds light on lymphatic filariasis, a neglected tropical disease, covering its endemic nature, clinical manifestations like elephantiasis and hydrocele, mass drug administration programs, and novel vector management techniques. This resource is ideal for public health professionals, researchers, and students, providing actionable insights into combating vector-borne diseases globally. Key Features: Discusses innovative mosquito control strategies and integrated vector management. Explores lesser-known diseases like scrub typhus and Rickettsial infections with advanced omics approaches. Provides a detailed analysis of lymphatic filariasis, including treatment strategies like antifilarial drugs and mass drug administration. Highlights the importance of public health interventions in combating neglected tropical diseases.
Multi Omics Analysis Of The Human Microbiome
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Author : Indra Mani
language : en
Publisher: Springer Nature
Release Date : 2024-05-29
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 2024-05-29 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.
Integrative Omics
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Author : Manish Kumar Gupta
language : en
Publisher: Elsevier
Release Date : 2024-05-03
Integrative Omics written by Manish Kumar Gupta and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-03 with Science categories.
Integrative Omics: Concepts, Methodology and Applications provides a holistic and integrated view of defining and applying network approaches, integrative tools, and methods to solve problems for the rationalization of genotype to phenotype relationships. The reference includes a range of chapters in a systemic 'step by step' manner, which begins with the basic concepts from Omic to Multi Integrative Omics approaches, followed by their full range of approaches, applications, emerging trends, and future trends. All key areas of Omics are covered including biological databases, sequence alignment, pharmacogenomics, nutrigenomics and microbial omics, integrated omics for Food Science and Identification of genes associated with disease, clinical data integration and data warehousing, translational omics as well as omics technology policy and society research. Integrative Omics: Concepts, Methodology and Applications highlights the recent concepts, methodologies, advancements in technologies and is also well-suited for researchers from both academic and industry background, undergraduate and graduate students who are mainly working in the area of computational systems biology, integrative omics and translational science. The book bridges the gap between biological sciences, physical sciences, computer science, statistics, data science, information technology and mathematics by presenting content specifically dedicated to mathematical models of biological systems. - Provides a holistic, integrated view of a defining and applying network approach, integrative tools, and methods to solve problems for rationalization of genotype to phenotype relationships - Offers an interdisciplinary approach to Databases, data analytics techniques, biological tools, network construction, analysis, modeling, prediction and simulation of biological systems leading to 'translational research', i.e., drug discovery, drug target prediction, and precision medicine - Covers worldwide methods, concepts, databases, and tools used in the construction of integrated pathways
Nutritional Physiology And Gut Microbiome
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Author : Jia Yin
language : en
Publisher: Frontiers Media SA
Release Date : 2023-06-22
Nutritional Physiology And Gut Microbiome written by Jia Yin 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 2023-06-22 with Science categories.
The gut microbiota is the largest symbiotic ecosystem in the host and has been demonstrated to play an important role in maintaining intestinal homeostasis. The symbiotic relationship between the microbiota and the host is mutually beneficial. The host provides important habitat and nutrients for the microbiome. The gut microbiota supports the development of the metabolic system and the intestinal immune system's maturation. Intestinal microbes ingest dietary components such as carbohydrates, proteins, and lipids, and the metabolites are reported to directly or indirectly affect human health. Therefore, there is an inseparable relationship between the gut microbiota and the nutrition of the host.
Micronutrients And Metabolic Diseases
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Author : Peng An
language : en
Publisher: Frontiers Media SA
Release Date : 2024-03-25
Micronutrients And Metabolic Diseases written by Peng An 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 2024-03-25 with Medical categories.
Molecular Genetics And Emerging Therapies For Epithelial Ovarian Cancer Basic Research And Clinical Perspectives
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Author : Stergios Boussios
language : en
Publisher: Frontiers Media SA
Release Date : 2023-11-06
Molecular Genetics And Emerging Therapies For Epithelial Ovarian Cancer Basic Research And Clinical Perspectives written by Stergios Boussios 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 2023-11-06 with Medical categories.
Epithelial ovarian cancer (EOC) is the most lethal gynecological disorder due to a lack of effective early detection strategies. Worldwide, approximately 230,000 women are diagnosed annually, whereas 150,000 die. It represents the seventh most commonly diagnosed cancer among women in the world with 5-year survival rate of 46%. More than one-fifth of EOC have been related to hereditary conditions. Considerable efforts have been made to implement screening of the general population to diagnose EOC early; nevertheless, this has been ineffective and there is no approved strategy. Nowadays, new approaches for early diagnosis and prevention based on molecular genomics are in development. Whole genome sequencing has established the potency of the somatic genome, characterised with diverse DNA repair deficiencies that can be used to stratify EOCs into distinct biological groups with predictive signatures of resistance or relapse. The incorporation of next-generation sequencing (NGS) into clinical practice remains challenging for two reasons. Firstly, the EOC risk is not clear for some of the included genes and secondly, the variant of uncertain significance rates increase as more genes are analyzed. Finally, beyond germline pathogenic variants, somatic mutations may also affect therapeutic choices, and as such upfront tumor sequencing may be equally important to NGS, particularly as we continue to challenge treatment paradigms in the first‐line management of EOC.