Omics Approaches and Technologies in COVID-19
Editat de Debmalya Barh, Vasco Ariston De Car Azevedoen Limba Engleză Paperback – 5 dec 2022
This book contains 26 chapters written by academic and industry experts from more than 15 countries. Split into three sections (Omics; Artificial Intelligence and Bioinformatics; and Smart and Emerging Technologies), it brings an overview of novel technologies under omics such as, genomic, metagenomic, pangenomic, metabolomics and proteomics in COVID-19. In addition, it discusses hostpathogen interactions and interactomics, management options, application of genetic engineering, mathematical modeling and
simulations, systems biology, and bioinformatics approaches in COVID-19 drug discovery and vaccine development.
This is a valuable resource for students, biotechnologists, bioinformaticians, virologists, clinicians, and pharmaceutical, biomedical, and healthcare industry people who want to understand the promising omics and other technologies used in combating COVID-19 from various aspects.
- Provides novel technologies for rapid diagnostics, drug discovery, vaccine development, monitoring, prediction of future waves, etc.
- Describes various omics applications including genomics, metagenomics, epigenomics, nutrigenomics, transcriptomics,
miRNAomics, proteomics, metabolomics, phenomics, multiomics, etc., in COVID-19 - Presents applications of genetic engineering, CRISPR, artificial intelligence, mathematical and in silico modeling, systems biology,
and other computational approaches in COVID-19 - Discusses emerging, digital, and smart technologies for the monitoring and management of COVID-19
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Specificații
ISBN-13: 9780323917940
ISBN-10: 0323917941
Pagini: 462
Ilustrații: 90 illustrations (60 in full color)
Dimensiuni: 216 x 276 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0323917941
Pagini: 462
Ilustrații: 90 illustrations (60 in full color)
Dimensiuni: 216 x 276 mm
Editura: ELSEVIER SCIENCE
Public țintă
Graduate students and researchers in bioinformatics; Graduate students and researchers in biotechnology, virologyCuprins
1. Omics approaches in COVID-19: An overview2. Genomics, metagenomics, and pan-genomics approaches in COVID-193. Genotype and phenotype correlations in COVID-194. Proteomic understanding of SARS-CoV-2 infection and COVID-19: Biological, diagnostic, and therapeutic perspectives5. Metabolites and metabolomics in COVID-196. Host-pathogen protein-protein interactions and interactomics in COVID-197. Currently available COVID-19 management options8. Transcriptomic approaches in COVID-19: From infection to vaccines9. miRNAomics in COVID-1910. Epigenetic features, methods, and implementations associated with COVID-1911. Nutrigenetics and nutrition aspects in COVID-1912. COVID-19 phenomics13. Applications of genetic engineering in COVID-1914. CRISPR-based assays for rapid detection of SARS-CoV-215. Emergence and dynamics of COVID-19 and future pandemics16. Artificial intelligence in COVID-1917. Applications of mathematical modeling and simulation in COVID-1918. In silico disease modeling for COVID-1919. Systems biology in COVID-1920. Computational approaches for drug discovery against COVID-1921. Computational approaches in COVID-19 vaccine development22. Applications of multiomics data in COVID-1923. Publicly available resources in COVID-19 research and their applications24. Emerging technologies for COVID-19, diagnosis, prevention, and management25. Applications of digital and smart technologies to control SARS-CoV-2 transmission, rapid diagnosis, and monitoring26. Application of big data analytics in the COVID-19 pandemic: Selected problems