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.
Sprache
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Dateigröße
ISBN-13
978-0-443-13596-5 (9780443135965)
Schweitzer Klassifikation
1. Introduction to Multi-Omics Technology2. Multi-Omics data integration tools and approaches3. Navigating the Multifaceted Landscape of Omics4. Multiomics in Cancer Research5. Multi-omics for Disease subtyping and classification6. Multi-Omics and Biomarker Discoveries in Alzheimer's Disease7. Multi-Omics and Drug Development8. Multi-Omics Technology and Cancers9. Multi-Omics Data for Machine Learning Algorithms10. Challenges with Multi-Omics Data Integration11. Multi-omics Technology and Cardiovascular Diseases