Introduction to Modeling Biological Cellular Control Systems
Seiten
Here is essential coverage of modeling, simulation, analysis and applications dealing with biological cellular control systems. Shows how to use data to estimate parameters, and use MATLAB for simulations, predictions and stability and sensitivity analysis.
This textbook contains the essential knowledge in modeling, simulation, analysis, and applications in dealing with biological cellular control systems. In particular, the book shows how to use the law of mass balance and the law of mass action to derive an enzyme kinetic model - the Michaelis-Menten function or the Hill function, how to use a current-voltage relation, Nernst potential equilibrium equation, and Hodgkin and Huxley's models to model an ionic channel or pump, and how to use the law of mass balance to integrate these enzyme or channel models into a complete feedback control system. The book also illustrates how to use data to estimate parameters in a model, how to use MATLAB to solve a model numerically, how to do computer simulations, and how to provide model predictions. Furthermore, the book demonstrates how to conduct a stability and sensitivity analysis on a model.
This textbook contains the essential knowledge in modeling, simulation, analysis, and applications in dealing with biological cellular control systems. In particular, the book shows how to use the law of mass balance and the law of mass action to derive an enzyme kinetic model - the Michaelis-Menten function or the Hill function, how to use a current-voltage relation, Nernst potential equilibrium equation, and Hodgkin and Huxley's models to model an ionic channel or pump, and how to use the law of mass balance to integrate these enzyme or channel models into a complete feedback control system. The book also illustrates how to use data to estimate parameters in a model, how to use MATLAB to solve a model numerically, how to do computer simulations, and how to provide model predictions. Furthermore, the book demonstrates how to conduct a stability and sensitivity analysis on a model.
Enzyme Kinetics.- Preliminary Systems Theory.- Control of Blood Glucose.- Control of Calcium in Yeast Cells.- Kinetics of Ion Pumps and Channels.- Store-Operated Calcium Entry.- Control of Mitochondrial Calcium.- Control of Phosphoinositide Synthesis.- PreliminaryMATLAB.
| Erscheint lt. Verlag | 13.12.2011 |
|---|---|
| Reihe/Serie | MS & A ; 6 |
| Zusatzinfo | XII, 272 p. |
| Verlagsort | Milan |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Informatik ► Weitere Themen ► Bioinformatik | |
| Mathematik / Informatik ► Mathematik ► Analysis | |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Naturwissenschaften ► Biologie ► Zellbiologie | |
| Naturwissenschaften ► Chemie | |
| ISBN-10 | 88-470-2489-7 / 8847024897 |
| ISBN-13 | 978-88-470-2489-2 / 9788847024892 |
| Zustand | Neuware |
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