Bioinformatics (eBook, ePUB)

Methods and Applications
Redaktion: Singh, Dev Bukhsh; Pathak, Rajesh Kumar

• Format: ePub

Produktbeschreibung

Bioinformatics: Methods and Applications provides a thorough and detailed description of principles, methods, and applications of bioinformatics in different areas of life sciences. It presents a compendium of many important topics of current advanced research and basic principles/approaches easily applicable to diverse research settings. The content encompasses topics such as biological databases, sequence analysis, genome assembly, RNA sequence data analysis, drug design, and structural and functional analysis of proteins. In addition, it discusses computational approaches for vaccine design, systems biology and big data analysis, and machine learning in bioinformatics.It is a valuable source for bioinformaticians, computer biologists, and members of biomedical field who needs to learn bioinformatics approaches to apply to their research and lab activities.

• Covers basic and more advanced developments of bioinformatics with a diverse and interdisciplinary approach to fulfill the needs of readers from different backgrounds
• Explains in a practical way how to decode complex biological problems using computational approaches and resources
• Brings case studies, real-world examples and several protocols to guide the readers with a problem-solving approach

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 510
• Erscheinungstermin: 21. Oktober 2021
• Englisch
• ISBN-13: 9780323900058
• Artikelnr.: 62859962

Inhaltsangabe

1. Introduction to Basics of Bioinformatics 2. Biological Databases and
their Applications 3. Biological Sequence Analysis 4. Genome Assembly and
Annotation 5. Computational Molecular Phylogeny: Concepts and Applications
6. Applications and challenges of microarray and RNA-sequencing 7. RNAseq
Data Analysis 8. Analysis of SSR and SNP Markers 9. Gene Ontology (GO):
Application and Importance in Functional Annotation of the Genomic Data 10.
Metagenomics: The Boon for Microbial World Knowledge and Current Challenges
11. Protein structure Prediction 12. Structural and Functional analysis of
protein 13. Computational Approaches in Drug designing 14. Structure-Based
Drug Designing 15. Ligand-Based Drug Designing 16. Discovery and
Optimization of Lead Molecules in Drug Designing 17. Pharmacophore modeling
and its applications 18. Molecular Docking and Molecular Dynamics
Simulation 19. Pharmacokinetics and Pharmacodynamics analysis of Drug
Candidates 20. Computational Approaches for Vaccine Designing 21.
Metabolomics and Flux Balance Analysis 22. Topological Parameters,
Patterns, and Motifs in Biological Networks 23. Network Biology and its
Application 24. Pathway Modeling and Simulation Analysis 25. Systems
Biology and Big Data Analytics 26. Machine Leaning in Bioinformatics 27.
Bioinformatics and Biological Data mining