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通过表征人类和小鼠膜片钳测序数据集中小胶质细胞的污染来研究小胶质细胞与神经元之间的相互作用。

Investigating microglia-neuron crosstalk by characterizing microglial contamination in human and mouse patch-seq datasets.

作者信息

Arbabi Keon, Jiang Yiyue, Howard Derek, Nigam Anukrati, Inoue Wataru, Gonzalez-Burgos Guillermo, Felsky Daniel, Tripathy Shreejoy J

机构信息

The Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada.

Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.

出版信息

iScience. 2023 Jul 11;26(8):107329. doi: 10.1016/j.isci.2023.107329. eCollection 2023 Aug 18.

Abstract

Microglia are cells with diverse roles, including the regulation of neuronal excitability. We leveraged Patch-seq to assess the presence and effects of microglia in the local microenvironment of recorded neurons. We first quantified the amounts of microglial transcripts in three Patch-seq datasets of human and mouse neocortical neurons, observing extensive contamination. Variation in microglial contamination was explained foremost by donor identity, particularly in human samples, and additionally by neuronal cell type identity in mice. Gene set enrichment analysis suggests that microglial contamination is reflective of activated microglia, and that these transcriptional signatures are distinct from those captured via single-nucleus RNA-seq. Finally, neurons with greater microglial contamination differed markedly in their electrophysiological characteristics, including lowered input resistances and more depolarized action potential thresholds. Our results generalize beyond Patch-seq to suggest that activated microglia may be widely present across brain slice preparations and contribute to neuron- and donor-related electrophysiological variability .

摘要

小胶质细胞具有多种功能,包括调节神经元兴奋性。我们利用膜片钳测序技术评估小胶质细胞在记录神经元局部微环境中的存在及影响。我们首先在人类和小鼠新皮质神经元的三个膜片钳测序数据集中对小胶质细胞转录本的数量进行了量化,发现存在广泛的污染。小胶质细胞污染的差异主要由供体身份解释,特别是在人类样本中,此外在小鼠中还由神经元细胞类型身份解释。基因集富集分析表明,小胶质细胞污染反映了活化的小胶质细胞,并且这些转录特征与通过单核RNA测序捕获的特征不同。最后,小胶质细胞污染程度较高的神经元在电生理特征上有显著差异,包括输入电阻降低和动作电位阈值更去极化。我们的结果不仅适用于膜片钳测序,还表明活化的小胶质细胞可能广泛存在于脑片制备中,并导致与神经元和供体相关的电生理变异性。

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