自闭症谱系综合征患者的潜在脑部生物标志物

IF 2.2 4区 医学 Q1 EDUCATION, SPECIAL
Davood Ghavi , Amir Ebrahimi , Zahra Forouzandeh , Mahmoud Shekari Khaniani , Sima Mansoori Derakhshan
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引用次数: 0

摘要

自闭症谱系障碍(ASD)是指一组发病率相对较高的神经发育障碍。自闭症被认为是一种多因素疾病,而遗传是其形成的最重要因素之一。因此,对 ASD 患者的基因表达进行剖析可以发现新的分子见解。为了评估基因表达模式,我们利用了 NCBI GEO 微阵列数据。ASD患者的数据集(GSE28475、GSE28521、GSE38322和GSE113834)被定义为两个元数据,即全脑元数据和特定脑叶元数据。元分析和批次效应去除由 SVA 软件包完成。微阵列数据分析使用 R 4.2.1 软件下的 LIMMA 软件包进行。总元分析(TMA)在 ASD 患者大脑中发现了 525 个显著差异表达基因(DEGs)。ASD患者的颞叶和额叶分别出现了96个和23个DEGs。在上述 DEGs 中,除了UTP4 仅在颞叶和额叶出现失调外,颞叶和额叶有 11 个共同的 DEGs 在 TMA 中也出现了失调。然而,枕叶和小脑叶未显示任何显著的 DEGs。富集分析表明,已确定的 DEGs 在跨膜运输、ATP 生成和细胞呼吸中发挥着重要作用。根据我们的研究结果,ASD 患者颞叶和额叶的基因表达谱与对照组相比有显著差异。这种异常的基因表达可能会导致神经信号传输的关键并发症和神经元能量产生的缺陷。因此,根据这些发现,我们可以提出潜在的治疗目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Potential brain biomarkers in patients with Autism spectrum syndrome

Autism spectrum disorder (ASD) is referred as a cluster of neurodevelopmental disorders with relatively high incidence. ASD is believed to be a multifactorial condition, and genetics is one of the most important factors in its formation. Therefore, profiling gene expression in ASD patients can lead to the identification of new molecular insights. To evaluate gene expression patterns, we have utilized NCBI GEO microarray data. The dataset of ASD patients (GSE28475, GSE28521, GSE38322 and GSE113834) were defined as two meta-data, Total brain meta-data and Lobe specified meta-data. Meta-analysis and batch effect removal was conducted by the SVA package. Microarray data analysis was performed using the LIMMA package under R 4.2.1 software. Total Meta-Analysis (TMA) identified 525 significantly differentially expressed genes (DEGs) in ASD patient’s brain. The temporal and frontal lobes of ASD patients showed 96 and 23 DEGs respectively. Among the mentioned DEGs, there were 11 common DEGs between the temporal and frontal lobes that were also dysregulated in TMA except for UTP4 which was only dysregulated in the temporal and frontal lobes. However, the occipital and cerebellum lobes did not show any significant DEGs. Enrichment analysis pointed out the vital roles of identified DEGs in transmembrane transportation, ATP production, and cellular respiration. According to our findings, gene expression profile in the temporal and frontal lobes of ASD patients are significantly different than a control group. This aberrant gene expression potentially leads to crucial complications in nerve signal transmission and defects energy production in neurons. Therefore, potential therapeutic targets may be suggested based on these findings.

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来源期刊
CiteScore
4.20
自引率
8.00%
发文量
108
期刊介绍: Research in Autism Spectrum Disorders (RASD) publishes high quality empirical articles and reviews that contribute to a better understanding of Autism Spectrum Disorders (ASD) at all levels of description; genetic, neurobiological, cognitive, and behavioral. The primary focus of the journal is to bridge the gap between basic research at these levels, and the practical questions and difficulties that are faced by individuals with ASD and their families, as well as carers, educators and clinicians. In addition, the journal encourages submissions on topics that remain under-researched in the field. We know shamefully little about the causes and consequences of the significant language and general intellectual impairments that characterize half of all individuals with ASD. We know even less about the challenges that women with ASD face and less still about the needs of individuals with ASD as they grow older. Medical and psychological co-morbidities and the complications they bring with them for the diagnosis and treatment of ASD represents another area of relatively little research. At RASD we are committed to promoting high-quality and rigorous research on all of these issues, and we look forward to receiving many excellent submissions.
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