Accept-reject decision-making revealed via a quantitative and ethological study of C. elegans foraging

Jessica A Haley, Tianyi Chen, Mikio Aoi, Sreekanth H Chalasani
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Abstract

Decision-making is a ubiquitous component of animal behavior that is often studied in the context of foraging. Foragers make a series of decisions while locating food (food search), choosing between food types (diet or patch choice), and allocating time spent within patches of food (patch-leaving). Here, we introduce a framework for investigating foraging decisions using detailed analysis of individual behavior and quantitative modeling in the nematode Caenorhabditis elegans. We demonstrate that C. elegans make accept-reject patch choice decisions upon encounter with food. Specifically, we show that when foraging amongst small, dispersed, and dilute patches of bacteria, C. elegans initially reject several bacterial patches, opting to prioritize exploration of the environment, before switching to a more exploitatory foraging strategy during subsequent encounters. Observed across a range of bacterial patch densities, sizes, and distributions, we use a quantitative model to show that this decision to explore or exploit is guided by available sensory information, internal satiety signals, and learned environmental statistics related to the bacterial density of recently encountered and exploited patches. We behaviorally validated model predictions on animals that had been food-deprived, animals foraging in environments with multiple patch densities, and null mutants with defective chemosensation. Broadly, we present a framework to study ecologically relevant foraging decisions that could guide future investigations into the cellular and molecular mechanisms underlying decision-making.
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通过对 elegans觅食行为的定量和伦理学研究揭示接受-拒绝的决策过程
决策是动物行为中无处不在的组成部分,经常在觅食的背景下对其进行研究。觅食者在寻找食物(食物搜索)、选择食物类型(饮食或斑块选择)以及分配在食物斑块中的时间(离开斑块)时,会做出一系列决策。在这里,我们介绍了一个研究觅食决策的框架,该框架采用了对线虫秀丽隐杆线虫个体行为的详细分析和定量建模。我们证明,秀丽隐杆线虫在遇到食物时会做出接受-拒绝斑块选择的决定。具体来说,我们发现当 elegans 在小的、分散的和稀释的细菌斑块中觅食时,它们最初会拒绝几个细菌斑块,选择优先探索环境,然后在随后的觅食过程中转而采用更具开发性的觅食策略。通过观察一系列细菌斑块的密度、大小和分布,我们使用一个定量模型来证明,这种探索或利用的决定是由可用的感官信息、内部饱腹感信号以及与最近遇到和利用的斑块的细菌密度相关的环境统计信息所引导的。我们在被剥夺食物的动物、在具有多种斑块密度的环境中觅食的动物以及具有化学感觉缺陷的无效突变体上对模型预测进行了行为验证。总的来说,我们提出了一个研究与生态相关的觅食决策的框架,它可以指导未来对决策的细胞和分子机制的研究。
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