Intracellular Lactate Dynamics in Drosophila Glutamatergic Neurons.

Matthew S Price, Elham Rastegari, Richa Gupta, Katie Vo, Travis I Moore, Kartik Venkatachalam
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Abstract

Rates of lactate production and consumption reflect the metabolic state of many cell types, including neurons. Here, we investigate the effects of nutrient deprivation on lactate dynamics in Drosophila glutamatergic neurons by leveraging the limiting effects of the diffusion barrier surrounding cells in culture. We found that neurons constitutively consume lactate when availability of trehalose, the glucose disaccharide preferred by insects, is limited by the diffusion barrier. Acute mechanical disruption of the barrier reduced this reliance on lactate. Through kinetic modeling and experimental validation, we demonstrate that neuronal lactate consumption rates correlate inversely with their mitochondrial density. Further, we found that lactate levels in neurons exhibited temporal correlations that allowed prediction of cytosolic lactate dynamics after the disruption of the diffusion barrier from pre-perturbation lactate fluctuations. Collectively, our findings reveal the influence of diffusion barriers on neuronal metabolic preferences, and demonstrate the existence of temporal correlations between lactate dynamics under conditions of nutrient deprivation and those evoked by the subsequent restoration of nutrient availability.

细胞内乳酸动态揭示果蝇谷氨酸能神经元代谢的多样性
乳酸是糖酵解和线粒体氧化磷酸化的中间产物,它反映了神经元的代谢状态。在这里,我们利用基因编码的乳酸盐 FRET 生物传感器发现了果蝇谷氨酸能神经元中不同代谢状态的亚群。特定亚群中的神经元表现出相关的乳酸盐通量模式,这种模式源于固有的细胞特性,而不是神经元之间的相互联系。此外,单个神经元的乳酸盐通量随时间变化呈现出一致的模式,因此刺激诱发的乳酸盐变化与处理前的波动相关。利用这些时间自相关性,深度学习模型可以根据刺激前的波动准确预测刺激后的反应。这些发现表明存在不同的神经元亚群,每个亚群都有独特的乳酸动态特征,并提出了具有相关代谢活动的神经元可能在不同神经回路中同步的可能性。这种植根于神经元代谢状态的同步可能会影响大脑的信息处理。
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