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High-Throughput RNA Sequencing Analysis of Plasma Samples Reveals Circulating microRNA Signatures with Biomarker Potential in Dengue Disease Progression

机译:血浆样品的高通量RNA测序分析显示循环microRNA签名与登革热病进展中的生物标志物潜力

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The circulating microRNA (miRNA) profile has been widely used for identifying potential biomarkers against viral infections. However, data on circulating microRNA expression patterns in dengue patients are scanty. Considering the impact of severity caused by dengue infection, circulating miRNA profiles in plasma of dengue patients may prove to be valuable for developing early prognostic markers for the disease severity. Here, we described an in-depth analytical study of small RNA sequencing data obtained from the plasma of 39 dengue patients. Integrating bioinformatics and in vitro studies, we identified differentially expressed miRNAs (DEMs) (log 2 fold change ≥1.5, P ??0.05) associated with dengue disease progression. In comparing miRNA expression pattern with the follow-up samples, nine miRNAs were found to exhibit an altered expression that could distinguish between severe dengue and the convalescent patients. To understand the abundance and specificity of the DEMs in the context of dengue infection and disease progression, eight top-hit DEMs were further validated in the dengue virus-infected cell lines as well as in the patient’s plasma and peripheral blood mononuclear cells (PBMCs) using the quantitative reverse transcription-PCR (qRT‐PCR) method. Importantly, receiver operating curve analysis further confirmed that the plasma expression pattern of hsa-miR-122-5p could differentiate between different stages of dengue infection (area under the concentration-time curve [AUC]?=?0.792), and dengue-negative patients with other febrile illnesses (AUC?=?0.984). The in silico analysis of DEM target genes suggested an enrichment of the pathways associated with metabolism and inflammation. Our study gives a global view of miRNA expression in the plasma from dengue patients and provides a precious resource of candidate miRNAs involved in dengue infection and disease progression. IMPORTANCE Dengue virus (DENV) infection usually causes dengue fever (DF) with flu-like illness affecting infants, young children, and adults. The DF occasionally evolves into a potentially lethal complication called dengue severe (DS) leading to a rapid fall in platelet count along with plasma leakage, fluid accumulation, respiratory distress, and severe bleeding. The diverse clinical spectrum of dengue disease, as well as its significant similarity to other febrile viral illnesses, makes early identification more challenging in this high-risk group. microRNAs (miRNAs) are small (~19 to 21?nucleotides [nt] in length), noncoding RNAs, extremely stable and easily detectable in the plasma; thus, they have potential as biomarkers for diagnosing and monitoring human diseases. This study provides a comprehensive analysis of miRNAs circulating in plasma of dengue virus-infected patients and identifies the miRNA signatures that have biomarker potential for dengue infection and disease progression.
机译:循环的microRNA(miRNA)型材已广泛用于识别潜在的生物标志物免受病毒感染。然而,关于登革船患者循环微罗纳表达模式的数据很少。考虑到登革热感染引起的严重程度的影响,登革船患者血浆中的循环miRNA型材可能对发育疾病严重程度的早期预后标志物有价值。这里,我们描述了从39例登革热患者的血浆获得的小RNA测序数据的深入分析研究。与登革病疾病进展相关,我们鉴定了生物信息学和体外研究,鉴定了差异表达的miRNA(DEMS)(LOG 2倍,P≤1.05)。在将miRNA表达模式与随访样本进行比较时,发现九个miRNA表现出可区分严重登革热和康复患者的改变的表达。要了解登革热感染和疾病进展的情况下,DEM的丰富和特异性,在登革热病毒感染的细胞系中进一步验证了八个顶级DEM,以及患者的血浆和外周血单核细胞(PBMC)使用定量逆转录PCR(QRT-PCR)法。重要的是,接收器操作曲线分析进一步证实了HSA-miR-122-5p的血浆表达模式可以区分登革热感染的不同阶段(浓度 - 时间曲线[AUC]的区域[AUC] = 0.792),以及登革热阴性患者其他发热疾病(AUC?= 0.984)。 DEM靶基因的Silico分析表明,富集与代谢和炎症相关的途径。我们的研究在登革船患者的血浆中培养了MiRNA表达的全球性观点,并提供了参与登革热感染和疾病进展的候选麦芽糖的珍贵资源。重要的登革热病毒(DENV)感染通常导致登革热(DF)与流感状况,影响婴儿,幼儿和成人。 DF偶尔演化为称为登革热重症(DS)的潜在致命的并发症,导致血小板计数快速下降以及等离子体泄漏,流体积聚,呼吸窘迫和严重出血。登革热病的多样性临床谱,以及与其他发热病毒性疾病的显着相似性,使得早期识别在这种高风险群体中更具挑战性。 microRNA(miRNA)小(〜19至21个?核苷酸长度),非编码RNA,在等离子体中极其稳定且易于检测;因此,它们具有潜在的生物标志物,用于诊断和监测人类疾病。该研究对登革热病毒感染患者的血浆循环循环的MiRNA综合分析,并确定了具有登革热感染和疾病进展的生物标志物潜力的miRNA特征。

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