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Noise-induced entrainment of the circadian clock by thermoperiods in tomato: A computational approach
Ting Huang1, Hengmin Lv2, Yiting Shu3
1College of Horticulture, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China; College of Sciences, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China; Department of Mathematics, Swinburne University of Technology, Hawthorn, Vic 3122, Australia.
Abstract:
The endogenous circadian rhythm (approximately 24 h) allows plants to adapt to daily light and temperature variations. Although the mechanism of photoperiod entrainment has been studied extensively, entrainment to diurnal temperature rhythms remains poorly understood. Here we investigate the stochastic entrainment of the circadian clock in the model crop tomato, subject to different thermoperiods. We first proposed the deterministic model of the thermoresponsive circadian clock. The expressions of the circadian clock genes under constant warm temperature (29 ℃) were quantified by RT-qPCR for basal parameters estimation through minimizing the cost function. Model simulations by the stochastic simulation algorithm showed warm temperatures resulting in an advanced phase for approximately 3-4 h. A few hundred molecules for the system size of the stochastic model were sufficient to engage the robust oscillations. Multiple temperature inputs and abnormal temperature cycles similarly showed the invariant robustness of the oscillations. In addition, phases of the core circadian elements were remarkably correlated linearly with periods under temperature cycles. Whereas, the phases were correlated with the duration of daily warm temperature stimuli in a polynomial mode.
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