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Integrated Analysis of microRNA and mRNA Expression Profiles: An Attempt to Disentangle the Complex Interaction Network in Attention Deficit Hyperactivity Disorder

机译:microRNA和mRNA表达谱的综合分析:尝试消除注意力不足过动症中的复杂相互作用网络。

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摘要

Attention Deficit Hyperactivity Disorder (ADHD) is a childhood-onset neurodevelopmental disorder, whose etiology and pathogenesis are still largely unknown. In order to uncover novel regulatory networks and molecular pathways possibly related to ADHD, we performed an integrated miRNA and mRNA expression profiling analysis in peripheral blood samples of children with ADHD and age-matched typically developing (TD) children. The expression levels of 13 miRNAs were evaluated with microfluidic qPCR, and differentially expressed (DE) mRNAs were detected on an Illumina HiSeq 2500 genome analyzer. The miRNA targetome was identified using an integrated approach of validated and predicted interaction data extracted from seven different bioinformatic tools. Gene Ontology (GO) and pathway enrichment analyses were carried out. Results showed that six miRNAs (miR-652-3p, miR-942-5p, let-7b-5p, miR-181a-5p, miR-320a, and miR-148b-3p) and 560 genes were significantly DE in children with ADHD compared to TD subjects. After correction for multiple testing, only three miRNAs (miR-652-3p, miR-148b-3p, and miR-942-5p) remained significant. Genes known to be associated with ADHD (e.g., and ) were confirmed to be significantly DE in our study. Integrated miRNA and mRNA expression data identified critical key hubs involved in ADHD. Finally, the GO and pathway enrichment analyses of all DE genes showed their deep involvement in immune functions, reinforcing the hypothesis that an immune imbalance might contribute to the ADHD etiology. Despite the relatively small sample size, in this study we were able to build a complex miRNA-target interaction network in children with ADHD that might help in deciphering the disease pathogenesis. Validation in larger samples should be performed in order to possibly suggest novel therapeutic strategies for treating this complex disease.
机译:注意缺陷多动障碍(ADHD)是一种儿童发作的神经发育障碍,其病因和发病机制仍然未知。为了揭示可能与多动症相关的新型调控网络和分子途径,我们在多动症儿童和年龄相匹配的典型发育期(TD)儿童的外周血样本中进行了整合的miRNA和mRNA表达谱分析。用微流控qPCR评估了13个miRNA的表达水平,并在Illumina HiSeq 2500基因组分析仪上检测了差异表达(DE)mRNA。使用从七个不同的生物信息学工具中提取的经过验证和预测的相互作用数据的集成方法,鉴定了miRNA目标组。进行了基因本体论(GO)和途径富集分析。结果显示,六个miRNA(miR-652-3p,miR-942-5p,let-7b-5p,miR-181a-5p,miR-320a和miR-148b-3p)和560个基因在患有小儿麻痹的儿童中显着DE ADHD与TD受试者相比。经过多次测试校正后,只有三个miRNA(miR-652-3p,miR-148b-3p和miR-942-5p)仍然很重要。在我们的研究中,已知与ADHD相关的基因(例如和)被确认为显着DE。整合的miRNA和mRNA表达数据确定了参与ADHD的关键关键枢纽。最后,所有DE基因的GO和途径富集分析表明它们与免疫功能密切相关,从而增强了免疫失衡可能导致ADHD病因的假说。尽管样本量相对较小,但在这项研究中,我们能够为患有ADHD的儿童建立一个复杂的miRNA-靶标相互作用网络,这可能有助于了解疾病的发病机理。应进行较大样本的验证,以便可能提出治疗这种复杂疾病的新颖治疗策略。

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