Introduction to Modeling Biological Cellular Control Systems

door Weijiu Liu
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Weijiu Liu Introduction to Modeling Biological Cellular Control Systems
Weijiu Liu - Introduction to Modeling Biological Cellular Control Systems

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Omschrijving

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.

Bijdragers

Schrijver:
Weijiu Liu

Productdetails

Opmerking illustraties:
XII, 272 p.
Inhoudsopgave:
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.
Opmerkingen:
This book contains a description of the most commonly used ODE models used in the study of biochemical processes


The main chemical laws used are well explained


The contents of Chapters two and three are written in a good readable way, and probably is not easy to find all of them in a single volume


Chapter six containing the most classical models of ions pumps and channels is of interest for a wide audience


Includes supplementary material: sn.pub/extras

Mediatype:
Paperback
Uitgever:
Springer Italia
Beoordeling:

From the reviews:

"This book addresses the modeling, simulation, analysis and control of biochemical processes of systems arising in cellular biology. ... The book is very well written in an-easy way to grasp the essential elements of the various topics. Further, the book provides the necessary introductory material on control systems and MATLAB useful for those with background in cellular biology only. This book is a welcome addition to this growing interdisciplinary field ... ." (D. Subbaram Naidu, Amazon.com, November, 2013)

"The book under review compiles and presents essential knowledge in modeling, analysis, simulation and parameter estimation of biological cellular control systems. ... Although interested mathematicians and biologists are the targeted audience, the best background that one needs to be able to follow the book easily is probably (bio)chemical or process engineering. ... the book is quite self-contained and highly recommended as course material in the field of modeling and control of cellular mechanisms." (Gábor Szederkényi, Mathematical Reviews, May, 2013)
Taal:
Engels
Versie:
2012
Aantal pagina’s:
272
Samenvatting:
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.

Basisgegevens

Product Type:
Zakboek
Afmetingen pakket:
0.235 x 0.155 x 0.016 m; 0.454 kg
GTIN:
09788847056367
DUIN:
4TURESUEB4R
€ 52,42
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