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单细胞转录组数据分析表明,小鼠模型中的蛋白质合成功能障碍与精神分裂症有关。

Analysis of single-cell transcriptome data from a mouse model implicates protein synthesis dysfunction in schizophrenia.

机构信息

Molecular and Neural Basis of Psychiatric Disease Section, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, 125 S. 31 St., Suite 2200, Philadelphia, PA, 19104, US.

Department of Biomedical Sciences, Cooper Medical School of Rowan University, Camden, NJ, 08103, US.

出版信息

Genes Genomics. 2024 Sep;46(9):1071-1084. doi: 10.1007/s13258-024-01545-3. Epub 2024 Jul 31.

Abstract

BACKGROUND

Schizophrenia is a mental disorder that causes considerable morbidity, whose risk largely results from genetic factors. Setd1a is a gene implicated in schizophrenia.

OBJECTIVE

To study the gene expression changes found in heterozygous Setd1a knockout mice in order to gain useful insight into schizophrenia pathogenesis.

METHODS

We mined a single-cell RNA sequencing (scRNAseq) dataset from the prefrontal cortex (PFC) and striatum of Setd1a mice and identified cell type-specific differentially expressed genes (DEGs) and differential transcript usage (DTU). DEGs and genes containing DTU found in each cell type were used to identify affected biological pathways using Ingenuity Pathway Analysis (IPA).

RESULTS

We identified 273 unique DEGs across all cell types in PFC and 675 unique gene peaks containing DTU. In striatum, we identified 327 unique DEGs across all cell types and 8 unique gene peaks containing DTU. Key IPA findings from the analysis of DEGs found in PFC and striatum implicate processes involved in protein synthesis, mitochondrial function, cell metabolism, and inflammation. IPA analysis of genes containing DTU in PFC points to protein synthesis, as well as cellular activities involving intracellular signaling and neurotransmission. One canonical pathway, 'EIF2 Signaling', which is involved in the regulation of protein synthesis, was detected in PFC DEGs, striatum DEGs, and PFC genes containing DTU, drawing attention to its importance in schizophrenia pathophysiology.

CONCLUSION

Processes involving protein synthesis in general and the 'EIF2 Signaling' pathway in particular could be targets for the development of new research strategies and biomarkers in schizophrenia.

摘要

背景

精神分裂症是一种导致相当高发病率的精神障碍,其风险在很大程度上源于遗传因素。Setd1a 是一种与精神分裂症相关的基因。

目的

研究杂合性 Setd1a 敲除小鼠中发现的基因表达变化,以便深入了解精神分裂症的发病机制。

方法

我们挖掘了来自 Setd1a 小鼠前额叶皮层(PFC)和纹状体的单细胞 RNA 测序(scRNAseq)数据集,并鉴定了细胞类型特异性差异表达基因(DEGs)和差异转录本使用(DTU)。使用 Ingenuity Pathway Analysis(IPA),使用每个细胞类型中发现的 DEG 和包含 DTU 的基因来鉴定受影响的生物学途径。

结果

我们在 PFC 的所有细胞类型中鉴定出 273 个独特的 DEG,在纹状体的所有细胞类型中鉴定出 675 个独特的基因峰包含 DTU。在纹状体中,我们在所有细胞类型中鉴定出 327 个独特的 DEG 和 8 个独特的基因峰包含 DTU。来自 PFC 和纹状体中 DEG 分析的关键 IPA 发现表明,涉及蛋白质合成、线粒体功能、细胞代谢和炎症的过程。PFC 中包含 DTU 的基因的 IPA 分析表明,蛋白质合成以及涉及细胞内信号转导和神经递质传递的细胞活动。一个称为“EIF2 信号”的经典途径,它参与蛋白质合成的调节,在 PFC 的 DEG、纹状体的 DEG 和 PFC 中包含 DTU 的基因中被检测到,这引起了人们对其在精神分裂症病理生理学中的重要性的关注。

结论

一般涉及蛋白质合成的过程,特别是“EIF2 信号”途径,可能是开发精神分裂症新研究策略和生物标志物的目标。

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