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转录组分析确定了C58/J杏仁核少突胶质细胞和小胶质细胞中一种类似自闭症谱系障碍的表型,该表型取决于性别和社交能力。

Transcriptome Analysis Identifies An ASD-Like Phenotype In Oligodendrocytes And Microglia From C58/J Amygdala That Is Dependent On Sex and Sociability.

作者信息

Dalton George D, Siecinski Stephen K, Nikolova Viktoriya D, Cofer Gary P, Hornburg Kathryn, Qi Yi, Johnson G Allan, Jiang Yong-Hui, Moy Sheryl S, Gregory Simon G

出版信息

bioRxiv. 2024 Jan 16:2024.01.15.575733. doi: 10.1101/2024.01.15.575733.

Abstract

BACKGROUND

Autism Spectrum Disorder (ASD) is a group of neurodevelopmental disorders with higher incidence in males and is characterized by atypical verbal/nonverbal communication, restricted interests that can be accompanied by repetitive behavior, and disturbances in social behavior. This study investigated brain mechanisms that contribute to sociability deficits and sex differences in an ASD animal model.

METHODS

Sociability was measured in C58/J and C57BL/6J mice using the 3-chamber social choice test. Bulk RNA-Seq and snRNA-Seq identified transcriptional changes in C58/J and C57BL/6J amygdala within which DMRseq was used to measure differentially methylated regions in amygdala.

RESULTS

C58/J mice displayed divergent social strata in the 3-chamber test. Transcriptional and pathway signatures revealed immune-related biological processes differ between C58/J and C57BL/6J amygdala. Hypermethylated and hypomethylated genes were identified in C58/J versus C57BL/6J amygdala. snRNA-Seq data in C58/J amygdala identified differential transcriptional signatures within oligodendrocytes and microglia characterized by increased ASD risk gene expression and predicted impaired myelination that was dependent on sex and sociability. RNA velocity, gene regulatory network, and cell communication analysis showed diminished oligodendrocyte/microglia differentiation. Findings were verified using bulk RNA-Seq and demonstrated oxytocin's beneficial effects on myelin gene expression.

LIMITATIONS

Our findings are significant. However, limitations can be noted. The cellular mechanisms linking reduced oligodendrocyte differentiation and reduced myelination to an ASD phenotype in C58/J mice need further investigation. Additional snRNA-Seq and spatial studies would determine if effects in oligodendrocytes/microglia are unique to amygdala or if this occurs in other brain regions. Oxytocin's effects need further examination to understand its potential as an ASD therapeutic.

CONCLUSIONS

Our work demonstrates the C58/J mouse model's utility in evaluating the influence of sex and sociability on the transcriptome in concomitant brain regions involved in ASD. Our single-nucleus transcriptome analysis elucidates potential pathological roles of oligodendrocytes and microglia in ASD. This investigation provides details regarding regulatory features disrupted in these cell types, including transcriptional gene dysregulation, aberrant cell differentiation, altered gene regulatory networks, and changes to key pathways that promote microglia/oligodendrocyte differentiation. Our studies provide insight into interactions between genetic risk and epigenetic processes associated with divergent affiliative behavior and lack of positive sociability.

摘要

背景

自闭症谱系障碍(ASD)是一组神经发育障碍,男性发病率较高,其特征为非典型的言语/非言语交流、伴有重复行为的受限兴趣以及社交行为障碍。本研究调查了ASD动物模型中导致社交能力缺陷和性别差异的脑机制。

方法

使用三室社交选择试验在C58/J和C57BL/6J小鼠中测量社交能力。批量RNA测序和单细胞核RNA测序确定了C58/J和C57BL/6J杏仁核中的转录变化,其中DMRseq用于测量杏仁核中的差异甲基化区域。

结果

C58/J小鼠在三室试验中表现出不同的社交层次。转录和通路特征显示,C58/J和C57BL/6J杏仁核之间与免疫相关的生物学过程存在差异。在C58/J与C57BL/6J杏仁核中鉴定出高甲基化和低甲基化基因。C58/J杏仁核中的单细胞核RNA测序数据确定了少突胶质细胞和小胶质细胞内的差异转录特征,其特征是ASD风险基因表达增加,并预测髓鞘形成受损,这取决于性别和社交能力。RNA速度、基因调控网络和细胞通讯分析显示少突胶质细胞/小胶质细胞分化减少。使用批量RNA测序验证了研究结果,并证明了催产素对髓鞘基因表达的有益作用。

局限性

我们的研究结果具有重要意义。然而,也存在局限性。将C58/J小鼠中少突胶质细胞分化减少和髓鞘形成减少与ASD表型联系起来的细胞机制需要进一步研究。额外的单细胞核RNA测序和空间研究将确定少突胶质细胞/小胶质细胞中的效应是否仅在杏仁核中存在,或者是否在其他脑区也会发生。催产素的作用需要进一步研究,以了解其作为ASD治疗方法的潜力。

结论

我们的工作证明了C58/J小鼠模型在评估性别和社交能力对参与ASD的伴随脑区转录组影响方面的实用性。我们的单细胞核转录组分析阐明了少突胶质细胞和小胶质细胞在ASD中的潜在病理作用。这项研究提供了有关这些细胞类型中破坏的调控特征的详细信息,包括转录基因失调、异常细胞分化、基因调控网络改变以及促进小胶质细胞/少突胶质细胞分化的关键通路变化。我们的研究深入了解了与不同的亲和行为和缺乏积极社交能力相关的遗传风险和表观遗传过程之间的相互作用。

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