Bifurcations of Limit Cycles in a Reduced Model of the Xenopus Tadpole Central Pattern Generator.

IF 2.3 4区 医学 Q1 Neuroscience
Andrea Ferrario, Robert Merrison-Hort, Stephen R Soffe, Wen-Chang Li, Roman Borisyuk
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Abstract

We present the study of a minimal microcircuit controlling locomotion in two-day-old Xenopus tadpoles. During swimming, neurons in the spinal central pattern generator (CPG) generate anti-phase oscillations between left and right half-centres. Experimental recordings show that the same CPG neurons can also generate transient bouts of long-lasting in-phase oscillations between left-right centres. These synchronous episodes are rarely recorded and have no identified behavioural purpose. However, metamorphosing tadpoles require both anti-phase and in-phase oscillations for swimming locomotion. Previous models have shown the ability to generate biologically realistic patterns of synchrony and swimming oscillations in tadpoles, but a mathematical description of how these oscillations appear is still missing. We define a simplified model that incorporates the key operating principles of tadpole locomotion. The model generates the various outputs seen in experimental recordings, including swimming and synchrony. To study the model, we perform detailed one- and two-parameter bifurcation analysis. This reveals the critical boundaries that separate different dynamical regimes and demonstrates the existence of parameter regions of bi-stable swimming and synchrony. We show that swimming is stable in a significantly larger range of parameters, and can be initiated more robustly, than synchrony. Our results can explain the appearance of long-lasting synchrony bouts seen in experiments at the start of a swimming episode.

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异色蝌蚪中央模式发生器简化模型中极限循环的分岔。
我们对控制两天蝌蚪运动的最小微电路进行了研究。在游泳过程中,脊髓中央模式发生器(CPG)中的神经元会在左右半心之间产生反相振荡。实验记录显示,同样的中央模式发生器神经元也能在左右中心之间产生短暂的持久同相振荡。这些同步振荡很少被记录下来,也没有确定的行为目的。然而,蝌蚪在蜕变过程中需要反相和同相振荡来进行游泳运动。以前的模型已经显示出能够在蝌蚪体内产生符合生物实际的同步和游泳振荡模式,但对这些振荡是如何出现的数学描述仍然缺失。我们定义了一个包含蝌蚪运动关键运行原理的简化模型。该模型能产生实验记录中的各种输出,包括游动和同步。为了研究该模型,我们进行了详细的单参数和双参数分岔分析。这揭示了分隔不同动力学状态的临界边界,并证明存在双稳定游动和同步的参数区域。我们的研究表明,与同步相比,游动在更大的参数范围内是稳定的,而且可以更稳健地启动。我们的结果可以解释在实验中看到的在游动开始时出现的持久同步现象。
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来源期刊
Journal of Mathematical Neuroscience
Journal of Mathematical Neuroscience Neuroscience-Neuroscience (miscellaneous)
自引率
0.00%
发文量
0
审稿时长
13 weeks
期刊介绍: The Journal of Mathematical Neuroscience (JMN) publishes research articles on the mathematical modeling and analysis of all areas of neuroscience, i.e., the study of the nervous system and its dysfunctions. The focus is on using mathematics as the primary tool for elucidating the fundamental mechanisms responsible for experimentally observed behaviours in neuroscience at all relevant scales, from the molecular world to that of cognition. The aim is to publish work that uses advanced mathematical techniques to illuminate these questions. It publishes full length original papers, rapid communications and review articles. Papers that combine theoretical results supported by convincing numerical experiments are especially encouraged. Papers that introduce and help develop those new pieces of mathematical theory which are likely to be relevant to future studies of the nervous system in general and the human brain in particular are also welcome.
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