Science

News and Articles

Fri12062019

Last update07:19:32 PM GMT

Demonstrating the importance of dynamical systems theory

  • PDF

Like

(June 27, 2011) — Two new papers demonstrate the successes of using bifurcation theory and dynamical systems approaches to solve biological puzzles.

The articles appear online in the Journal of General Physiology on June 27.

In companion papers, Akinori Noma and colleagues from Japan first present computer simulations of a model for bursting electrical activity in pancreatic beta cells, and then use bifurcation diagrams to analyze the behavior of the model. In his Commentary accompanying the articles, Arthur Sherman (National Institutes of Health) proposes that the methods demonstrated in these two papers have broader implications and demonstrate the increasingly important role of dynamical systems approaches in the field of biology.

Mathematical modeling is an important tool in understanding complex cellular processes. Unlike time-based simulations of models, which test only one set of parameter values, bifurcation diagrams analyze the solutions of the governing equations as a function of critical parameters. Such bifurcation scenarios are a powerful tool for dissecting complex systems by subdividing them into parameter regions that underlie distinct behavioral patterns, Sherman explains. He proposes that dynamic modeling will become a more prominently used tool for biologists as live cell-imaging techniques continue to reveal greater complexity and more cell-signaling mechanisms.

Email or share this story:


Story Source:

The above story is reprinted (with editorial adaptations by JournalOfSciences.com staff) from materials provided by Rockefeller University Press, via EurekAlert!, a service of AAAS.

Journal References:

  1. Chae Young Cha, Yasuhiko Nakamura, Yukiko Himeno, Jianwu Wang, Shinpei Fujimoto, Nobuya Inagaki, Yung E. Earm, Akinori Noma. Ionic mechanisms and Ca2 dynamics underlying the glucose response of pancreatic β cells: a simulation study. Journal of General Physiology, 2011; 138 (1): 21-37 DOI: 10.1085/jgp.201110611
  2. Chae Young Cha, Enrique Santos, Akira Amano, Takao Shimayoshi, Akinori Noma. Time-dependent changes in membrane excitability during glucose-induced bursting activity in pancreatic β cells. Journal of General Physiology, 2011; 138 (1): 39-47 DOI: 10.1085/jgp.201110612
  3. Arthur Sherman. Dynamical systems theory in physiology. Journal of General Physiology, 2011; 138 (1): 13-19 DOI: 10.1085/jgp.201110668

Note: If no author is given, the source is cited instead.

Disclaimer: Views expressed in this article do not necessarily reflect those of or its staff.