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Combined microRNA and mRNA expression analysis in pediatric multiple sclerosis: an integrated approach to uncover novel pathogenic mechanisms of the disease

机译:儿科多发性硬化中的MicroRNA和mRNA表达分析:揭示疾病新致病机制的综合方法

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摘要

Multiple sclerosis (MS) is a complex disease of the CNS that usually affects young adults, although 3-5% of cases are diagnosed in childhood and adolescence (hence called pediatric MS, PedMS). Genetic predisposition, among other factors, seems to contribute to the risk of the onset, in pediatric as in adult ages, but few studies have investigated the genetic 'environmentally naive' load of PedMS. The main goal of this study was to identify circulating markers (miRNAs), target genes (mRNAs) and functional pathways associated with PedMS; we also verified the impact of miRNAs on clinical features, i.e. disability and cognitive performances. The investigation was performed in 19 PedMS and 20 pediatric controls (PCs) using a High-Throughput Next-generation Sequencing (HT-NGS) approach followed by an integrated bioinformatics/biostatistics analysis. Twelve miRNAs were significantly upregulated (let-7a-5p, let-7b-5p, miR-25-3p, miR-125a-5p, miR-942-5p, miR-221-3p, miR-652-3p, miR-182-5p, miR-185-5p, miR-181a-5p, miR-320a, miR-99b-5p) and 1 miRNA was downregulated (miR-148b-3p) in PedMS compared with PCs. The interactions between the significant miRNAs and their targets uncovered predicted genes (i.e. TNFSF13B, TLR2, BACH2, KLF4) related to immunological functions, as well as genes involved in autophagy-related processes (i.e. ATG16L1, SORT1, LAMP2) and ATPase activity (i.e.ABCA1, GPX3). No significant molecular profiles were associated with any PedMS demographic/clinical features. Both miRNAs and mRNA expressions predicted the phenotypes (PedMS-PC) with an accuracy of 92% and 91%, respectively. In our view, this original strategy of contemporary miRNA/mRNA analysis may help to shed light in the genetic background of the disease, suggesting further molecular investigations in novel pathogenic mechanisms.
机译:多发性硬化症(MS)是一种复杂的CNS疾病,通常影响年轻成年人,尽管3-5%的病例被诊断为儿童和青春期(因此称为儿科MS,PEDMS)。遗传倾向于其他因素,似乎有助于发病的风险,在儿科,如成人年龄,但很少有研究已经调查了PEDM的遗传“环境幼稚”负荷。本研究的主要目的是鉴定与PEDM相关的循环标志物(miRNA),靶基因(mRNA)和功能性途径;我们还验证了miRNA对临床特征的影响,即残疾和认知性能。使用高通量下一代测序(HT-NGS)方法在19个Pedm和20个儿科对照(PCS)中进行了研究,然后进行了集成的生物信息学/生物统计学分析。 12个miRNA显着上调(Let-7A-5P,Let-7B-5P,MIR-25-3P,MIR-125A-5P,MIR-942-5P,MIR-221-3P,MIR-652-3P,MIR-与PC相比,182-5P,MIR-185-5P,MIR-181A-5P,MIR-320A,MIR-99B-5P)和1 miRNA在PEDMS中进行了下调(miR-148b-3p)。重要的miRNA与其靶的相互作用与免疫功能相关的预测基因(即TNFSF13B,TLR2,BACH2,KLF4)以及涉及自噬相关过程的基因(即ATG16L1,SORT1,灯2)和ATP酶活性(即ABCA1,GPX3)。没有显着的分子曲线与任何PEDMS人口统计/临床特征有关。 miRNA和mRNA表达均可预测表型(PEDMS-PC),精度分别为92%和91%。我们认为,这种当代miRNA / mRNA分析的原始策略可能有助于揭示疾病的遗传背景,表明新的致病机制进一步的分子研究。

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  • 来源
    《Human Molecular Genetics》 |2018年第1期|共14页
  • 作者单位

    Natl Res Council Italy Bari Sect Inst Biomed Technol Dept Biomed I-70125 Bari Italy;

    Natl Res Council Italy Bari Sect Inst Biomed Technol Dept Biomed I-70125 Bari Italy;

    Natl Res Council Italy Bari Sect Inst Biomed Technol Dept Biomed I-70125 Bari Italy;

    Natl Res Council Italy Bari Sect Inst Biomed Technol Dept Biomed I-70125 Bari Italy;

    Univ Bari Dept Basic Sci Neurosci &

    Sense Organs I-70125 Bari Italy;

    Univ Bari Dept Basic Sci Neurosci &

    Sense Organs I-70125 Bari Italy;

    Natl Res Council Italy Dept Engn ICT &

    Technol Energy &

    Transportat Inst Intelligent Syst Automat;

    Natl Res Council Italy Dept Engn ICT &

    Technol Energy &

    Transportat Inst Intelligent Syst Automat;

    Univ Bari Dept Basic Sci Neurosci &

    Sense Organs I-70125 Bari Italy;

    Univ Bari Dept Basic Sci Neurosci &

    Sense Organs I-70125 Bari Italy;

    Natl Res Council Italy Bari Sect Inst Biomed Technol Dept Biomed I-70125 Bari Italy;

    Azienda Policlin Giovanni XXIII Gen Paediat Unit B Trambusti I-70125 Bari Italy;

    Natl Res Council Italy Bari Sect Inst Biomed Technol Dept Biomed I-70125 Bari Italy;

    Univ Bari Dept Basic Sci Neurosci &

    Sense Organs I-70125 Bari Italy;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 医学遗传学;
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