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Classification of fusiform neocortical interneurons based on unsupervised clustering

机译:基于无监督聚类的梭状新皮质中间神经元分类

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摘要

A classification of fusiform neocortical interneurons (n = 60) was performed with an unsupervised cluster analysis based on the comparison of multiple electrophysiological and molecular parameters studied by patch-clamp and single-cell multiplex reverse transcription–PCR in rat neocortical acute slices. The multiplex reverse transcription–PCR protocol was designed to detect simultaneously the expression of GAD65, GAD67, calbindin, parvalbumin, calretinin, neuropeptide Y, vasoactive intestinal peptide (VIP), somatostatin (SS), cholecystokinin, α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid, kainate, N-methyl-d-aspartate, and metabotropic glutamate receptor subtypes. Three groups of fusiform interneurons with distinctive features were disclosed by the cluster analysis. The first type of fusiform neuron (n = 12), termed regular spiking nonpyramidal (RSNP)-SS cluster, was characterized by a firing pattern of RSNP cells and by a high occurrence of SS. The second type of fusiform neuron (n = 32), termed RSNP-VIP cluster, predominantly expressed VIP and also showed firing properties of RSNP neurons with accommodation profiles different from those of RSNP-SS cells. Finally, the last type of fusiform neuron (n = 16) contained a majority of irregular spiking-VIPergic neurons. In addition, the analysis of glutamate receptors revealed cell-type-specific expression profiles. This study shows that combinations of multiple independent criteria define distinct neocortical populations of interneurons potentially involved in specific functions.
机译:对梭形新皮层神经元(n = 60)进行分类,采用无监督聚类分析,其基于通过膜片钳和单细胞多重逆转录-PCR研究的大鼠新皮层急性切片的多个电生理和分子参数的比较。设计了多重逆转录PCR协议,以同时检测GAD65,GAD67,钙结合蛋白,小白蛋白,钙调蛋白,神经肽Y,血管活性肠肽(VIP),生长抑素(SS),胆囊收缩素,α-氨基-3-羟基- 5-甲基-4-异恶唑丙酸,海藻酸酯,N-甲基-d-天冬氨酸和代谢型谷氨酸受体亚型。聚类分析揭示了三组具有独特特征的梭状中间神经元。第一种梭形神经元(n = 12),称为规则突突非锥体神经元(RSNP)-SS簇,其特征在于RSNP细胞的发射方式和SS的高发。第二种梭形神经元(n = 32),称为RSNP-VIP簇,主要表达VIP,还显示RSNP神经元的放电特性,其适应性状与RSNP-SS细胞不同。最后,梭形神经元的最后一种类型(n = 16)包含大多数不规则尖刺VIPergic神经元。另外,谷氨酸受体的分析揭示了细胞类型特异性表达谱。这项研究表明,多个独立标准的组合定义了可能参与特定功能的不同的新中枢神经元。

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