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.
Les mer
From Omics to Multi-integrative Omics Approach
Types Of Omics Data: Genomics, Metagenomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics and Phenomics
Biological Omics databases and Tools
Systematic Benchmarking of Omics Computational Tools
Pharmacogenomics, Nutrigenomics, and Microbial Omics
Proteomics: Present and Future Prospectives
Foodomics: Integrated Omics for the Food and Nutrition Science
Vaccinomics
Integrative Omics Approach for Identification of Genes Associated with Disease
Integrative Omics Approaches for Identification of Biomarkers
Omics Approach for Personalized and Diagnostics Medicine
Role of Bioinformatics in Genome Analysis
Data Management in Cross Omics
Omics and Clinical Data Integration and Data Warehousing
Integrative Omics Data Mining: Challenges and Opportunities
Data Science and Analytics, Modeling, Simulation, and Issues of Omics Data Set
Emerging Trends in Translational Omics
Omics Technology for Crop Improvement
Ecology and Environmental Omics
Current Trends and Approaches in Clinical Metagenomics
Bio-molecular Networks
Machine Learning Fundamentals to Explore Complex OMICS Data
Omics Technology Policy and Society Research
Les mer
Presents practical biological approaches currently employed to address construction of integrated networks in biological systems
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 relationships
Offers 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 medicine
Covers worldwide methods, concepts, databases, and tools used in the construction of integrated pathways
Les mer
Produktdetaljer
ISBN
9780443160929
Publisert
2024-05-03
Utgiver
Vendor
Academic Press Inc
Vekt
450 gr
Høyde
235 mm
Bredde
191 mm
Aldersnivå
P, UP, 06, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
430