Noise-induced entrainment of the circadian clock by thermoperiods in tomato: A computational approach

IF 1.9 4区 数学 Q2 BIOLOGY Journal of Theoretical Biology Pub Date : 2024-11-22 DOI:10.1016/j.jtbi.2024.111999
Ting Huang , Hengmin Lv , Yiting Shu , Jian Luo , Linxuan Yu , Bing Chen , Xin Sun , Xilin Hou , Xiong You , Tonghua Zhang
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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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番茄昼夜节律时钟在噪声诱导下受恒温周期影响:计算方法
内源昼夜节律(约 24 小时)使植物能够适应每天的光照和温度变化。尽管对光周期诱导机制进行了广泛的研究,但对昼夜温度节律的诱导仍然知之甚少。在此,我们研究了模式作物番茄在不同温度周期下昼夜节律时钟的随机诱导。我们首先提出了恒温昼夜节律钟的确定性模型。通过RT-qPCR定量分析恒温(29 ℃)条件下昼夜节律时钟基因的表达量,并通过最小化成本函数估算基础参数。通过随机模拟算法进行的模型模拟显示,暖温会导致大约 3-4 小时的高级阶段。在随机模型的系统规模中,几百个分子就足以产生稳健的振荡。多重温度输入和异常温度循环同样显示了振荡的不变稳健性。此外,在温度周期下,核心昼夜节律元素的相位与周期呈显著的线性相关。而相位与每日温暖温度刺激持续时间之间的关系是多项式而非线性的。
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来源期刊
CiteScore
4.20
自引率
5.00%
发文量
218
审稿时长
51 days
期刊介绍: The Journal of Theoretical Biology is the leading forum for theoretical perspectives that give insight into biological processes. It covers a very wide range of topics and is of interest to biologists in many areas of research, including: • Brain and Neuroscience • Cancer Growth and Treatment • Cell Biology • Developmental Biology • Ecology • Evolution • Immunology, • Infectious and non-infectious Diseases, • Mathematical, Computational, Biophysical and Statistical Modeling • Microbiology, Molecular Biology, and Biochemistry • Networks and Complex Systems • Physiology • Pharmacodynamics • Animal Behavior and Game Theory Acceptable papers are those that bear significant importance on the biology per se being presented, and not on the mathematical analysis. Papers that include some data or experimental material bearing on theory will be considered, including those that contain comparative study, statistical data analysis, mathematical proof, computer simulations, experiments, field observations, or even philosophical arguments, which are all methods to support or reject theoretical ideas. However, there should be a concerted effort to make papers intelligible to biologists in the chosen field.
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