秀丽隐杆线虫局部到全球觅食状态的随机解释。

ArXiv Pub Date : 2024-10-30
Andrew Margolis, Andrew Gordus
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引用次数: 0

摘要

行为的突然变化通常与潜在行为状态的变化有关。当远离食物时,秀丽隐杆线虫的觅食行为可以描述为以高重定向率为特征的初始局部搜索行为和以稀疏重定向为特征的全局搜索行为之间的变化。这通常在单个蠕虫身上观察到,但当对大量蠕虫进行表征时,只有大约一半的蠕虫表现出这种行为。我们提出了一个替代模型,该模型预测不依赖于行为状态的突然和连续的重新定向变化。该模型的灵感来自分子动力学建模,该建模将觅食重新定向速率定义为衰减参数。通过从该速率定义的概率分布中随机采样,可以发生重新定向速率的突变和渐变,与实验观察到的结果相匹配。至关重要的是,这个模型不依赖于行为状态或信息积累。即使确实发生了突然的行为变化,它们也不一定预示着行为状态的突然变化,尤其是在人群中没有普遍观察到突然变化的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A stochastic explanation for observed local-to-global foraging states in <i>Caenorhabditis elegans</i>.

A stochastic explanation for observed local-to-global foraging states in Caenorhabditis elegans.

Abrupt changes in behavior can often be associated with changes in underlying behavioral states. When placed off food, the foraging behavior of C. elegans can be described as a change between an initial local-search behavior characterized by a high rate of reorientations, followed by a global-search behavior characterized by sparse reorientations. This is commonly observed in individual worms, but when numerous worms are characterized, only about half appear to exhibit this behavior. We propose an alternative model that predicts both abrupt and continuous changes to reorientation that does not rely on behavioral states. This model is inspired by molecular dynamics modeling that defines the foraging reorientation rate as a decaying parameter. By stochastically sampling from the probability distribution defined by this rate, both abrupt and gradual changes to reorientation rates can occur, matching experimentally observed results. Crucially, this model does not depend on behavioral states or information accumulation. Even though abrupt behavioral changes do occur, they are not necessarily indicative of abrupt changes in behavioral states, especially when abrupt changes are not universally observed in the population.

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