Computational Cell Biology

2002
ISBN: 978-0-387-95369-4
Verlag: Springer

Buch, Englisch, Band 20, 468 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 1900 g

Reihe: Interdisciplinary Applied Mathematics

This text is an introduction to dynamical modeling in cell biology. It is not meant as a complete overview of modeling or of particular models in cell biology. Rather, we use selected biological examples to motivate the concepts and techniques used in computational cell biology. This is done through a progression of increasingly more complex cellular functions modeled with increasingly complex mathematical and c- putational techniques. There are other excellent sources for material on mathematical cell biology, and so the focus here truly is computer modeling. This does not mean that there are no mathematical techniques introduced, because some of them are absolutely vital, but it does mean that much of the mathematics is explained in a more intuitive fashion, while we allow the computer to do most of the work. The target audience for this text is mathematically sophisticated cell biology or neuroscience students or mathematics students who wish to learn about modeling in cell biology. The ideal class would comprise both biology and applied math students, who might be encouraged to collaborate on exercises or class projects. We assume as little mathematical and biological background as we feel we can get away with, and we proceed fairly slowly. The techniques and approaches covered in the ?rst half of the book will form a basis for some elementary modeling or as a lead in to more advanced topics covered in the second half of the book.

Zielgruppe

Graduate

Autoren/Hrsg.

Fall, Christopher P.

Tyson, John J.

Marland, Eric S.

Wagner, John M.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Angewandte Informatik Bioinformatik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Naturwissenschaften Biowissenschaften Zellbiologie
• Naturwissenschaften Biowissenschaften Angewandte Biologie Biomathematik
• Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik
• Naturwissenschaften Biowissenschaften Molekularbiologie

Inhaltsverzeichnis

Introductory Course.- Dynamic Phenomena in Cells.- Voltage Gated Ionic Currents.- Transporters and Pumps.- Fast and Slow Time Scales.- Whole—Cell Models.- Intercellular Communication.- Advanced Material.- Spatial Modeling.- Modeling Intracellular Calcium Waves and Sparks.- Biochemical Oscillations.- Cell Cycle Controls.- Modeling the Stochastic Gating of Ion Channels.- Molecular Motors: Theory.- Molecular Motors: Examples.