Subharmonics and Chaos in Simple Periodically Forced Biomolecular Models

被引:8
作者
Nikolaev, Evgeni V. [1 ]
Rahi, Sahand Jamal [2 ,3 ]
Sontag, Eduardo D. [1 ,4 ,5 ]
机构
[1] Rutgers State Univ, Ctr Quantitat Biol, Piscataway, NJ USA
[2] Harvard Univ, Dept Phys, Cambridge, MA 02138 USA
[3] Harvard Univ, Ctr Brain Sci, Cambridge, MA 02138 USA
[4] Northeastern Univ, Dept Elect & Comp Engn, Boston, MA 02115 USA
[5] Northeastern Univ, Dept Bioengn, Boston, MA 02115 USA
关键词
MULTISITE PHOSPHORYLATION; BISTABILITY; OSCILLATOR; DYNAMICS; SYMMETRY; BEHAVIOR; STATES;
D O I
10.1016/j.bpj.2018.01.006
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
This article uncovers a remarkable behavior in two biochemical systems that commonly appear as components of signal transduction pathways in systems biology. These systems have globally attracting steady states when unforced, so they might have been considered uninteresting from a dynamical standpoint. However, when subject to a periodic excitation, strange attractors arise via a period-doubling cascade. Quantitative analyses of the corresponding discrete chaotic trajectories are conducted numerically by computing largest Lyapunov exponents, power spectra, and autocorrelation functions. To gain insight into the geometry of the strange attractors, the phase portraits of the corresponding iterated maps are interpreted as scatter plots for which marginal distributions are additionally evaluated. The lack of entrainment to external oscillations, in even the simplest biochemical networks, represents a level of additional complexity in molecular biology, which has previously been insufficiently recognized but is plausibly biologically important.
引用
收藏
页码:1232 / 1240
页数:9
相关论文
共 59 条
[1]  
Abraham R., 2001, The chaos avant-garde: Memories of the early days of chaos theory, V39
[2]  
Anishchenko V. S., 2007, NONLINEAR DYNAMICS C
[3]  
[Anonymous], 2010, INTRO STOCHASTIC PRO
[4]  
[Anonymous], 1918, ERZWUNGENE SCHWINGUN
[5]  
[Anonymous], 2013, NONLINEAR OSCILLATIO
[6]  
[Anonymous], RELATION LOGICAL STR
[7]  
[Anonymous], 2013, GLOBAL BIFURCATIONS
[8]  
[Anonymous], 1962, J MATH MATIQUES PURE
[9]  
[Anonymous], THE ROAD TO CHAOS
[10]  
[Anonymous], 1963, Ann. Acad. Sci. Fenn. Ser. A