Universality in kinetic models of circadian rhythms in Arabidopsis thaliana

被引:0
作者
Xu, Yian [1 ]
Asadi-Zeydabadi, Masoud [2 ]
Tagg, Randall [2 ]
Shindell, Orrin [1 ]
机构
[1] Trinity Univ, Phys & Astron, San Antonio, TX 78212 USA
[2] Univ Colorado Denver, Phys, Denver, CO 80203 USA
关键词
Circadian rhythms; Arabidopsis thaliana; Hopf bifurcation; Stuart-Landau equation; CLOCK; BIFURCATION; LIGHT; NETWORK;
D O I
10.1007/s00285-021-01677-0
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Biological evolution has endowed the plant Arabidopsis thaliana with genetically regulated circadian rhythms. A number of authors have published kinetic models for these oscillating chemical reactions based on a network of interacting genes. To investigate the hypothesis that the Arabidopsis circadian dynamical system is poised near a Hopf bifurcation like some other biological oscillators, we varied the kinetic parameters in the models and searched for bifurcations. Finding that each model does exhibit a supercritical Hopf bifurcation, we performed a weakly nonlinear analysis near the bifurcation points to derive the Stuart-Landau amplitude equation. To illustrate a common dynamical structure, we scaled the numerical solutions to the models with the asymptotic solutions to the Stuart-Landau equation to collapse the circadian oscillations onto two universal curves-one for amplitude, and one for frequency. However, some models are close to bifurcation while others are far, some models are post-bifurcation while others are pre-bifurcation, and kinetic parameters that lead to a bifurcation in some models do not lead to a bifurcation in others. Future kinetic modeling can make use of our analysis to ensure models are consistent with each other and with the dynamics of the Arabidopsis circadian rhythm.
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页数:11
相关论文
共 41 条
[1]   Reciprocal regulation between TOC1 and LHY/CCA1 within the Arabidopsis circadian clock [J].
Alabadí, D ;
Oyama, T ;
Yanovsky, MJ ;
Harmon, FG ;
Más, P ;
Kay, SA .
SCIENCE, 2001, 293 (5531) :880-883
[2]  
Anpo M., 2018, Plant Factory Using Artificial Light: Adapting to Environmental Disruption and Clues to Agricultural Innovation
[3]   Mathematical modeling of an oscillating gene circuit to unravel the circadian clock network of Arabidopsis thaliana [J].
Bujdoso, Nora ;
Davis, Seth J. .
FRONTIERS IN PLANT SCIENCE, 2013, 4
[4]   Mathematical Models Light Up Plant Signaling [J].
Chew, Yin Hoon ;
Smith, Robert W. ;
Jones, Harriet J. ;
Seaton, Daniel D. ;
Grima, Ramon ;
Halliday, Karen J. .
PLANT CELL, 2014, 26 (01) :5-20
[5]   A Compact Model for the Complex Plant Circadian Clock [J].
De Caluwe, Joelle ;
Xiao, Qiying ;
Hermans, Christian ;
Verbruggen, Nathalie ;
Leloup, Jean-Christophe ;
Gonze, Didier .
FRONTIERS IN PLANT SCIENCE, 2016, 7
[6]   Essential nonlinearities in hearing [J].
Eguíluz, VM ;
Ospeck, M ;
Choe, Y ;
Hudspeth, AJ ;
Magnasco, MO .
PHYSICAL REVIEW LETTERS, 2000, 84 (22) :5232-5235
[7]   Tissue-specific circadian clocks in plants [J].
Endo, Motomu .
CURRENT OPINION IN PLANT BIOLOGY, 2016, 29 :44-49
[8]   Tissue-specific clocks in Arabidopsis show asymmetric coupling [J].
Endo, Motomu ;
Shimizu, Hanako ;
Nohales, Maria A. ;
Araki, Takashi ;
Kay, Steve A. .
NATURE, 2014, 515 (7527) :419-+
[9]   Rethinking Transcriptional Activation in the Arabidopsis Circadian Clock [J].
Fogelmark, Karl ;
Troein, Carl .
PLOS COMPUTATIONAL BIOLOGY, 2014, 10 (07)
[10]   A simplified modelling framework facilitates more complex representations of plant circadian clocks [J].
Foo, Mathias ;
Bates, Declan G. ;
Akman, Ozgur E. .
PLOS COMPUTATIONAL BIOLOGY, 2020, 16 (03)