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Systems Biology of Cell Signaling: Recurring Themes and Quantitative Models

Autor James Ferrell
en Limba Engleză Paperback – 28 sep 2021
How can we understand the complexity of genes, RNAs, and proteins and the associated regulatory networks? One approach is to look for recurring types of dynamical behavior. Mathematical models prove to be useful, especially models coming from theories of biochemical reactions such as ordinary differential equation models. Clever, careful experiments test these models and their basis in specific theories. This textbook aims to provide advanced students with the tools and insights needed to carry out studies of signal transduction drawing on modeling, theory, and experimentation. Early chapters summarize the basic building blocks of signaling systems: binding/dissociation, synthesis/destruction, and activation/inactivation. Subsequent chapters introduce various basic circuit devices: amplifiers, stabilizers, pulse generators, switches, stochastic spike generators, and oscillators. All chapters consistently use approaches and concepts from chemical kinetics and nonlinear dynamics, including rate-balance analysis, phase plane analysis, nullclines, linear stability analysis, stable nodes, saddles, unstable nodes, stable and unstable spirals, and bifurcations. This textbook seeks to provide quantitatively inclined biologists and biologically inclined physicists with the tools and insights needed to apply modeling and theory to interesting biological processes.
Key Features:
  • Full-color illustration program with diagrams to help illuminate the concepts
  • Enables the reader to apply modeling and theory to the biological processes
  • Further Reading for each chapter
  • High-quality figures available for instructors to download
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Specificații

ISBN-13: 9780815346036
ISBN-10: 0815346034
Pagini: 284
Ilustrații: 7 Tables, black and white; 142 Line drawings, color; 7 Halftones, color; 149 Illustrations, color
Dimensiuni: 210 x 280 x 14 mm
Greutate: 0.86 kg
Ediția:1
Editura: CRC Press
Colecția Garland Science
Locul publicării:Boca Raton, United States

Public țintă

Postgraduate and Undergraduate

Cuprins

Preface.  Acknowledgements.  1. Introduction.  2. Receptors I: Monomeric Receptors and Ligands.  3. Receptors II: Multimeric Receptors and Cooperativity.  4. Downstream Signaling I: Stoichiometric Regulation.  5. Downstream Signaling II: Covalent Modification.  6. Downstream Signaling III: Regulated Production or Destruction.  7. Cascades and Amplification.  8. Bistability I: Systems with One-Time Dependent Variable.  9. Bistability II: Systems with Two Time-Dependent Variables.  10. Transcritical Bifurcations in Phase Separation and Infectious Disease.  11. Negative Feedback I: Stability and Speed.  12. Negative Feedback II: Adaption.  13. Adaption II: Incoherent Feed-Forward Regulation and State-Dependent Activation.  14. Negative Feedback 3: Oscillations.  15. Relaxation Oscillators.  16. Excitability.  17. Wrap-Up.  Glossary.  Index.  

Notă biografică

James E. Ferrell, Jr., MD, PhD is Professor of Chemical and Systems Biology and Professor of Biochemistry at Stanford. His work, which makes use of quantitative experimental approaches, modeling and theory, looks to understand the design principles of biochemical switches, timers, and oscillators, especially those that control the cell cycle. 

Descriere

This textbook aims to provide advanced students with the tools and insights needed to carry out studies of signal transduction drawing upon modeling, theory and experimentation. It seeks to provide quantitatively inclined biologists and biologically inclined physicists with the tools needed to apply modeling/theory to biological processes.