Full Description
Multi-Omics Technology in Human Health and Diseases: Genomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics, Radiomics, Multi-omic offers an advanced exploration into the comprehensive understanding of disease etiology and prognosis through multiomics approaches. This authoritative volume delves into the applications of multiomics technology in elucidating complex human health conditions and diseases. It introduces the technology's potential for biomarker identification, drug discovery, and disease prognostication. For a thorough understanding of human health and diseases, particularly cancer, it is essential to integrate knowledge of molecular biomarkers across multiple omics levels, including the genome, epigenome, transcriptome, proteome, and metabolome. This resource addresses the current gaps in knowledge among students and researchers, providing in-depth coverage of multiomics technology and its implementation in scientific research and discovery.
Multi-Omics Technology in Human Health and Diseases: Genomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics, Radiomics, Multi-omics is a pioneering resource that presents cutting-edge information on contemporary multiomics technologies for big data interpretation and their applications in deciphering complex human pathobiology. This comprehensive guide is indispensable for researchers, academics, students, and industry professionals alike.
Contents
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
