Integrative Omics: Concept, Methodology, and Application

Integrative Omics: Concept, Methodology and Application 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 provides systemic 'step-by-step' coverage that begins with basic concepts from Omic to Multi Integrative Omics approaches followed by applications and emerging and future trends. All 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, technology policy, and society research. This book covers 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. 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 relationshipsOffers 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 medicineCovers worldwide methods, concepts, databases, and tools used in the construction of integrated pathways INDICE: From Omics to Multi-integrative Omics ApproachTypes Of Omics Data: Genomics, Metagenomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics and PhenomicsBiological Omics databases and ToolsSystematic Benchmarking of Omics Computational ToolsPharmacogenomics, Nutrigenomics, and Microbial Omics Proteomics: Present and Future ProspectivesFoodomics: Integrated Omics for the Food and Nutrition ScienceVaccinomicsIntegrative Omics Approach for Identification of Genes Associated with DiseaseIntegrative Omics Approaches for Identification of BiomarkersOmics Approach for Personalized and Diagnostics MedicineRole of Bioinformatics in Genome AnalysisData Management in Cross OmicsOmics and Clinical Data Integration and Data WarehousingIntegrative Omics Data Mining: Challenges and OpportunitiesData Science and Analytics, Modeling, Simulation, and Issues of Omics Data SetEmerging Trends in Translational OmicsOmics Technology for Crop ImprovementEcology and Environmental OmicsCurrent Trends and Approaches in Clinical MetagenomicsBio-molecular NetworksMachine Learning Fundamentals to Explore Complex OMICS DataOmics Technology Policy and Society Research

• ISBN: 978-0-443-16092-9
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 430
• Fecha Publicación: 03/05/2024
• Nº Volúmenes: 1
• Idioma: Inglés