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对来自患有22q11.2缺失的精神分裂症和分裂情感性障碍患者的诱导多能干细胞衍生神经元进行综合转录组网络分析。

Integrative transcriptome network analysis of iPSC-derived neurons from schizophrenia and schizoaffective disorder patients with 22q11.2 deletion.

作者信息

Lin Mingyan, Pedrosa Erika, Hrabovsky Anastasia, Chen Jian, Puliafito Benjamin R, Gilbert Stephanie R, Zheng Deyou, Lachman Herbert M

机构信息

Department of Genetics, Albert Einstein College of Medicine, 1300 Morris Park Ave., Bronx, NY, USA.

Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, 1300 Morris Park Ave., Bronx, NY, USA.

出版信息

BMC Syst Biol. 2016 Nov 15;10(1):105. doi: 10.1186/s12918-016-0366-0.

Abstract

BACKGROUND

Individuals with 22q11.2 Deletion Syndrome (22q11.2 DS) are a specific high-risk group for developing schizophrenia (SZ), schizoaffective disorder (SAD) and autism spectrum disorders (ASD). Several genes in the deleted region have been implicated in the development of SZ, e.g., PRODH and DGCR8. However, the mechanistic connection between these genes and the neuropsychiatric phenotype remains unclear. To elucidate the molecular consequences of 22q11.2 deletion in early neural development, we carried out RNA-seq analysis to investigate gene expression in early differentiating human neurons derived from induced pluripotent stem cells (iPSCs) of 22q11.2 DS SZ and SAD patients.

METHODS

Eight cases (ten iPSC-neuron samples in total including duplicate clones) and seven controls (nine in total including duplicate clones) were subjected to RNA sequencing. Using a systems level analysis, differentially expressed genes/gene-modules and pathway of interests were identified. Lastly, we related our findings from in vitro neuronal cultures to brain development by mapping differentially expressed genes to BrainSpan transcriptomes.

RESULTS

We observed ~2-fold reduction in expression of almost all genes in the 22q11.2 region in SZ (37 genes reached p-value < 0.05, 36 of which reached a false discovery rate < 0.05). Outside of the deleted region, 745 genes showed significant differences in expression between SZ and control neurons (p < 0.05). Function enrichment and network analysis of the differentially expressed genes uncovered converging evidence on abnormal expression in key functional pathways, such as apoptosis, cell cycle and survival, and MAPK signaling in the SZ and SAD samples. By leveraging transcriptome profiles of normal human brain tissues across human development into adulthood, we showed that the differentially expressed genes converge on a sub-network mediated by CDC45 and the cell cycle, which would be disrupted by the 22q11.2 deletion during embryonic brain development, and another sub-network modulated by PRODH, which could contribute to disruption of brain function during adolescence.

CONCLUSIONS

This study has provided evidence for disruption of potential molecular events in SZ patient with 22q11.2 deletion and related our findings from in vitro neuronal cultures to functional perturbations that can occur during brain development in SZ.

摘要

背景

22q11.2缺失综合征(22q11.2 DS)患者是患精神分裂症(SZ)、分裂情感性障碍(SAD)和自闭症谱系障碍(ASD)的特定高危人群。缺失区域的几个基因与SZ的发生有关,例如脯氨酸脱氢酶(PRODH)和DGCR8。然而,这些基因与神经精神表型之间的机制联系仍不清楚。为了阐明22q11.2缺失在早期神经发育中的分子后果,我们进行了RNA测序分析,以研究源自22q11.2 DS SZ和SAD患者诱导多能干细胞(iPSC)的早期分化人类神经元中的基因表达。

方法

对8例患者(共10个iPSC神经元样本,包括重复克隆)和7例对照(共9个,包括重复克隆)进行RNA测序。通过系统水平分析,鉴定出差异表达基因/基因模块和感兴趣的通路。最后,通过将差异表达基因映射到BrainSpan转录组,将我们在体外神经元培养中的发现与大脑发育相关联。

结果

我们观察到SZ患者22q11.2区域几乎所有基因的表达降低了约2倍(37个基因的p值<0.05,其中36个基因的错误发现率<0.05)。在缺失区域之外,745个基因在SZ和对照神经元之间表现出显著的表达差异(p<0.05)。对差异表达基因的功能富集和网络分析揭示了关于SZ和SAD样本中关键功能通路(如凋亡、细胞周期和存活以及MAPK信号传导)异常表达的一致证据。通过利用正常人类脑组织在整个发育过程直至成年期的转录组图谱,我们表明差异表达基因汇聚在一个由CDC45和细胞周期介导的子网络上,该子网络在胚胎脑发育期间会被22q11.2缺失破坏,以及另一个由PRODH调节的子网络,这可能导致青春期脑功能的破坏。

结论

本研究为22q11.2缺失的SZ患者潜在分子事件的破坏提供了证据,并将我们在体外神经元培养中的发现与SZ患者大脑发育过程中可能发生的功能扰动相关联。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0da4/5111260/5046f935c3c6/12918_2016_366_Fig1_HTML.jpg

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