MRC Laboratory of Molecular Biology, Cambridge Biomedical Campus, Cambridge, United Kingdom.
Columbia University Irving Medical Center, New York, New York, United States of America.
PLoS One. 2019 Aug 13;14(8):e0220937. doi: 10.1371/journal.pone.0220937. eCollection 2019.
Neural networks are required to meet significant metabolic demands associated with performing sophisticated computational tasks in the brain. The necessity for efficient transmission of information imposes stringent constraints on the metabolic pathways that can be used for energy generation at the synapse, and thus low availability of energetic substrates can reduce the efficacy of synaptic function. Here we study the effects of energetic substrate availability on global neural network behavior and find that glucose alone can sustain excitatory neurotransmission required to generate high-frequency synchronous bursting that emerges in culture. In contrast, obligatory oxidative energetic substrates such as lactate and pyruvate are unable to substitute for glucose, indicating that processes involving glucose metabolism form the primary energy-generating pathways supporting coordinated network activity. Our experimental results are discussed in the context of the role that metabolism plays in supporting the performance of individual synapses, including the relative contributions from postsynaptic responses, astrocytes, and presynaptic vesicle cycling. We propose a simple computational model for our excitatory cultures that accurately captures the inability of metabolically compromised synapses to sustain synchronous bursting when extracellular glucose is depleted.
神经网络需要满足与大脑中执行复杂计算任务相关的重大代谢需求。信息高效传递的必要性对突触处可用于能量产生的代谢途径施加了严格的限制,因此,能量底物的低可用性会降低突触功能的效率。在这里,我们研究了能量底物可用性对全局神经网络行为的影响,结果发现仅葡萄糖就可以维持产生高频同步爆发所必需的兴奋性神经递质传递,这种爆发出现在培养物中。相比之下,必需的氧化能量底物,如乳酸盐和丙酮酸,不能替代葡萄糖,这表明涉及葡萄糖代谢的过程形成了支持协调网络活动的主要能量产生途径。我们的实验结果在代谢在支持单个突触性能中所起的作用的背景下进行了讨论,包括来自突触后反应、星形胶质细胞和突触前囊泡循环的相对贡献。我们为兴奋性培养物提出了一个简单的计算模型,该模型准确地捕捉到当细胞外葡萄糖耗尽时,代谢受损的突触无法维持同步爆发的现象。