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A First Course in Systems Biology




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 07/2017
Edizione: Edizione nuova, 2° edizione





Note Editore

A First Course in Systems Biology is an introduction for advanced undergraduate and graduate students to the growing field of systems biology. Its main focus is the development of computational models and their applications to diverse biological systems. The book begins with the fundamentals of modeling, then reviews features of the molecular inventories that bring biological systems to life and discusses case studies that represent some of the frontiers in systems biology and synthetic biology. In this way, it provides the reader with a comprehensive background and access to methods for executing standard systems biology tasks, understanding the modern literature, and launching into specialized courses or projects that address biological questions using theoretical and computational means. New topics in this edition include: default modules for model design, limit cycles and chaos, parameter estimation in Excel, model representations of gene regulation through transcription factors, derivation of the Michaelis-Menten rate law from the original conceptual model, different types of inhibition, hysteresis, a model of differentiation, system adaptation to persistent signals, nonlinear nullclines, PBPK models, and elementary modes. The format is a combination of instructional text and references to primary literature, complemented by sets of small-scale exercises that enable hands-on experience, and large-scale, often open-ended questions for further reflection.




Sommario

1. Biological Systems2. Introduction to Mathematical Modeling3. Static Network Models4. The Mathematics of Biological Systems5. Parameter Estimation6. Gene Systems7. Protein Systems8. Metabolic Systems9. Signaling Systems10. Population Systems11. Integrative Analysis of Genome, Protein, and Metabolite Data: A Case Study in Yeast12. Physiological Modeling: The Heart as an Example13. Systems Biology in Medicine and Drug Development14. Design of Biological Systems15. Emerging Topics in Systems Biology










Altre Informazioni

ISBN:

9780815345688

Condizione: Nuovo
Dimensioni: 11 x 8.5 in Ø 2.80 lb
Formato: Brossura
Illustration Notes:351 color images, 49 color tables, 31 color halftones and 320 color line drawings
Pagine Arabe: 480


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