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PMID: 25542971 Published · ppublish English Journal Article Research Support, U.S. Gov't, Non-P.H.S.

Nonlinear dynamics of the CAM circadian rhythm in response to environmental forcing.

Journal of theoretical biology ·Vol. 368 ·2015-03-07 ·Pages 83-94

Hartzell S, Bartlett MS, Virgin L, Porporato A

Abstract

Crassulacean acid metabolism (CAM) photosynthesis functions as an endogenous circadian rhythm coupled to external environmental forcings of energy and water availability. This paper explores the nonlinear dynamics of a new CAM photosynthesis model (Bartlett et al., 2014) and investigates the responses of CAM plant carbon assimilation to different combinations of environmental conditions. The CAM model (Bartlett et al., 2014) consists of a Calvin cycle typical of C3 plants coupled to an oscillator of the type employed in the Van der Pol and FitzHugh-Nagumo systems. This coupled system is a function of environmental variables including leaf temperature, leaf moisture potential, and irradiance. Here, we explore the qualitative response of the system and the expected carbon assimilation under constant and periodically forced environmental conditions. The model results show how the diurnal evolution of these variables entrains the CAM cycle with prevailing environmental conditions. While constant environmental conditions generate either steady-state or periodically oscillating responses in malic acid uptake and release, forcing the CAM system with periodic daily fluctuations in light exposure and leaf temperature results in quasi-periodicity and possible chaos for certain ranges of these variables. This analysis is a first step in quantifying changes in CAM plant productivity with variables such as the mean temperature, daily temperature range, irradiance, and leaf moisture potential. Results may also be used to inform model parametrization based on the observed fluctuating regime.

Keywords
Bifurcation Chaos Circadian rhythm oscillator Crassulacean acid metabolism (CAM) photosynthesis Quasi-periodicity
MeSH Terms
Biological Clocks/physiology Carbon/metabolism Circadian Rhythm/physiology Crassulaceae/metabolism Environment Models, Biological Nonlinear Dynamics Photic Stimulation Photosynthesis/physiology Plant Leaves/metabolism Temperature
Chemicals
Carbon
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Hartzell Samantha
Department of Civil and Environmental Engineering, Duke University, Durham, NC 27708, USA; Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA 02142, USA. Electronic address: samhartz@mit.edu.
Bartlett Mark S
Department of Civil and Environmental Engineering, Duke University, Durham, NC 27708, USA. Electronic address: Mark.Bartlett@duke.edu.
Virgin Lawrence
Mechanical Engineering and Materials Science, Duke University, Durham, NC 27708, USA. Electronic address: l.virgin@duke.edu.
Porporato Amilcare
Department of Civil and Environmental Engineering, Duke University, Durham, NC 27708, USA. Electronic address: amilcare.porporato@duke.edu.
Article Info
Journal
Journal of theoretical biology
Abbr.
J Theor Biol
ISSN
1095-8541
Published
2015-03-07
Epub
2014-00-24
Pages
83-94
Language
English
Region
England
NLM ID
0376342
Subset
IM
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