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

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Accounts of Chemical Research Pub Date : 2024-09-01 Epub Date: 2024-07-31 DOI:10.1007/s13258-024-01545-3
Andrew E Weller, Thomas N Ferraro, Glenn A Doyle, Benjamin C Reiner, Wade H Berrettini, Richard C Crist
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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.

Abstract Image

小鼠模型的单细胞转录组数据分析表明,蛋白质合成功能障碍与精神分裂症有关。
背景:精神分裂症是一种发病率相当高的精神疾病,其发病风险主要来自遗传因素。Setd1a 是与精神分裂症有关的基因:目的:研究杂合子Setd1a±基因敲除小鼠的基因表达变化,以获得对精神分裂症发病机制的有益认识:我们从Setd1a±小鼠的前额叶皮层(PFC)和纹状体中挖掘了单细胞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)和差异转录本使用率(DTU)。在每种细胞类型中发现的 DEGs 和含有 DTU 的基因被用于使用 Ingenuity Pathway Analysis(IPA)鉴定受影响的生物通路:结果:我们在 PFC 的所有细胞类型中发现了 273 个独特的 DEGs 和 675 个独特的含有 DTU 的基因峰。在纹状体中,我们在所有细胞类型中发现了 327 个独特的 DEGs,以及 8 个含有 DTU 的独特基因峰。通过分析在前脑功能区和纹状体中发现的 DEGs,IPA 的主要发现与蛋白质合成、线粒体功能、细胞代谢和炎症过程有关。对 PFC 中含有 DTU 的基因进行的 IPA 分析表明,这些基因与蛋白质合成以及细胞内信号转导和神经传递有关。在PFC DEGs、纹状体DEGs和含有DTU的PFC基因中都检测到了参与调控蛋白质合成的典型通路 "EIF2信号",这引起了人们对其在精神分裂症病理生理学中重要性的关注:结论:涉及蛋白质合成的过程,尤其是 "EIF2 信号 "通路,可能成为精神分裂症新研究策略和生物标志物的开发目标。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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