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慢性抗精神病药物暴露后小鼠纹状体单细胞中的基因表达变化。

Gene expression changes following chronic antipsychotic exposure in single cells from mouse striatum.

机构信息

Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA.

Department of Psychiatry, University of Florida, Gainesville, FL, USA.

出版信息

Mol Psychiatry. 2022 Jun;27(6):2803-2812. doi: 10.1038/s41380-022-01509-7. Epub 2022 Mar 23.

Abstract

Schizophrenia is an idiopathic psychiatric disorder with a high degree of polygenicity. Evidence from genetics, single-cell transcriptomics, and pharmacological studies suggest an important, but untested, overlap between genes involved in the etiology of schizophrenia and the cellular mechanisms of action of antipsychotics. To directly compare genes with antipsychotic-induced differential expression to genes involved in schizophrenia, we applied single-cell RNA-sequencing to striatal samples from male C57BL/6 J mice chronically exposed to a typical antipsychotic (haloperidol), an atypical antipsychotic (olanzapine), or placebo. We identified differentially expressed genes in three cell populations identified from the single-cell RNA-sequencing (medium spiny neurons [MSNs], microglia, and astrocytes) and applied multiple analysis pipelines to contextualize these findings, including comparison to GWAS results for schizophrenia. In MSNs in particular, differential expression analysis showed that there was a larger share of differentially expressed genes (DEGs) from mice treated with olanzapine compared with haloperidol. DEGs were enriched in loci implicated by genetic studies of schizophrenia, and we highlighted nine genes with convergent evidence. Pathway analyses of gene expression in MSNs highlighted neuron/synapse development, alternative splicing, and mitochondrial function as particularly engaged by antipsychotics. In microglia, we identified pathways involved in microglial activation and inflammation as part of the antipsychotic response. In conclusion, single-cell RNA sequencing may provide important insights into antipsychotic mechanisms of action and links to findings from psychiatric genomic studies.

摘要

精神分裂症是一种特发性精神障碍,具有高度的多基因性。遗传学、单细胞转录组学和药理学研究的证据表明,参与精神分裂症病因的基因与抗精神病药物的细胞作用机制之间存在重要但未经证实的重叠。为了直接比较与抗精神病药诱导的差异表达相关的基因与精神分裂症相关的基因,我们应用单细胞 RNA 测序对慢性暴露于典型抗精神病药(氟哌啶醇)、非典型抗精神病药(奥氮平)或安慰剂的雄性 C57BL/6J 小鼠纹状体样本进行了研究。我们从单细胞 RNA 测序中鉴定了三种细胞群体(中脑多巴胺神经元[MSNs]、小胶质细胞和星形胶质细胞)中差异表达的基因,并应用了多个分析管道来对这些发现进行背景化,包括与精神分裂症的 GWAS 结果进行比较。特别是在 MSNs 中,差异表达分析表明,与氟哌啶醇相比,用奥氮平治疗的小鼠中有更多的差异表达基因(DEGs)。DEGs 在精神分裂症遗传研究中涉及的基因座中富集,我们突出了九个具有收敛证据的基因。MSNs 中基因表达的通路分析强调了神经元/突触发育、选择性剪接和线粒体功能是抗精神病药特别参与的过程。在小胶质细胞中,我们鉴定了与小胶质细胞激活和炎症相关的途径,作为抗精神病反应的一部分。总之,单细胞 RNA 测序可能为抗精神病药的作用机制提供重要的见解,并与精神疾病基因组研究的发现联系起来。

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