Multi-Omics Technology in Human Health and Diseases (eBook, ePUB)

Genomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics, Radiomics, Multi-omics
Redaktion: Macha, Muzafar A; Masoodi, Tariq A; Bhat, Ajaz A.

• Format: ePub

Produktbeschreibung

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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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 235
• Erscheinungstermin: 13. März 2025
• Englisch
• ISBN-13: 9780443135965
• Artikelnr.: 73667008

Inhaltsangabe

1. Introduction to Multi-Omics Technology
2. Multi-Omics data integration tools and 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. Multi-Omics Technology and Cancers
9. Multi-Omics Data for Machine Learning Algorithms
10. Challenges with Multi-Omics Data Integration
11. Multi-omics Technology and Cardiovascular Diseases