Multi-Omics Technology in Human Health and Diseases
Genomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics, Radiomics, Multi-omics
- 288 pages
- English
- PDF
- Available on iOS & Android
Multi-Omics Technology in Human Health and Diseases
Genomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics, Radiomics, Multi-omics
About this book
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.
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Table of contents
- Front Cover
- Multi-Omics Technology in Human Health and Diseases
- Multi-Omics Technology in Human Health and Diseases: Genomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics, Radiomics, Multi-omics
- Copyright
- Dedication
- Contents
- Contributors
- Foreword
- Preface
- Acknowledgments
- 1 - Introduction to multi-omics technology
- 2 - Multi-omics data tools and integration approaches
- 3 - Navigating the multifaceted landscape of omics
- 4 - Multiomics in cancer research
- 5 - Multi-omics for disease subtyping and classification
- 6 - Multi-omics and biomarker discoveries in Alzheimer's disease
- 7 - Multi-omics and drug development
- 8 - Charting the cancer landscape with multiomic technologies
- 9 - Multi-omics data for machine learning algorithms
- 10 - Challenges with multi-omics data integration
- 11 - Multi-omics technology and cardiovascular diseases
- Index
- Back Cover