在可及细胞模型中探索自闭症谱系障碍失调共表达模块的保存

IF 0.5 Q4 GENETICS & HEREDITY
Camily E.F. Rodrigues, Bruna G.G. Pinto, Karina Griesi-Oliveira
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引用次数: 0

摘要

简介:自闭症谱系障碍(ASD)影响了超过1%的人口,并且没有生物标志物来诊断这种疾病。在ASD个体的神经细胞中已经观察到共表达基因模块的失调,这表明这些基因的表达谱可以作为自闭症的生物标志物。脑组织活检是不切实际的,通过细胞重编程获取神经元是资源密集型的。目的:确定反映ASD神经元细胞失调共表达模块的可访问细胞模型。方法:使用WGCNA(加权基因共表达分析)评估了三组先前与ASD有关的神经元模块(突触、免疫反应和翻译模块)在外周血、尿源性上皮细胞(UEC)、脐血(UCB)和真皮乳头干细胞(DPSC)的转录组中的保存情况。结果:分析了13项研究(blood [5], UEC [2], DPSC [2], UCB[4])。在UEC和血液转录组研究中,与翻译和免疫应答相关的asd相关模块显示出一致的适度保存。尽管保存适度,但使用ASD血液转录组数据进行的验证分析显示,ASD个体和对照组之间没有显著差异。这一结果可能是由于某些研究缺乏保存,可能受到技术因素的影响。我们的研究结果表明,进一步的验证是必要的,特别是关注方案一致性和数据处理,因为像UEC和血液这样的可访问组织可能为开发ASD的非侵入性生物标志物提供了一个有希望的方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring preservation of autism spectrum disorder dysregulated co-expression modules in accessible cell models
Introduction: Autism spectrum disorder (ASD) affects more than 1 % of the population, and there is no biomarker to diagnose this condition. Dysregulation of co-expressed gene modules has been observed in neuronal cells of ASD individuals, suggesting that the expression profile of these genes could be used as a biomarker for the disorder. Brain tissue biopsy is impractical, and neuron acquisition through cell reprogramming is resource-intensive. Objectives: Identify accessible cell models reflecting co-expression modules that are dysregulated in ASD neuronal cells. Methods: Three groups of neuronal modules previously implicated in ASD (synapse, immune response, and translation modules) were assessed for preservation in transcriptomes from peripheral blood, urine-derived epithelial cells (UEC), umbilical cord blood (UCB) and dermal papilla stem cells (DPSC), using WGCNA (weighted gene co-expression analysis). Results: Thirteen studies (blood [5], UEC [2], DPSC [2], UCB [4]) were analyzed. The ASD-associated modules related to translation and immune response have showed a consistent moderate preservation in UEC and blood transcriptome studies. Despite moderate preservation, validation analysis using ASD blood transcriptome data revealed no significant differences between ASD individuals and controls. This result may be explained by the lack of preservation in selected studies, potentially influenced by technical factors. Our findings suggest that further validation is necessary, particularly focusing on protocol consistency and data processing, as accessible tissues like UEC and blood may offer a promising direction for developing non-invasive biomarkers for ASD.
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来源期刊
Human Gene
Human Gene Biochemistry, Genetics and Molecular Biology (General), Genetics
CiteScore
1.60
自引率
0.00%
发文量
0
审稿时长
54 days
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