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Integrated microRNA-mRNA analyses reveal OPLL specific microRNA regulatory network using high-throughput sequencing

机译:集成的microRNA-mRNA分析显示了使用高通量测序的OPLL特异性microRNA调控网络

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摘要

Ossification of the posterior longitudinal ligament (OPLL) is a genetic disorder which involves pathological heterotopic ossification of the spinal ligaments. Although studies have identified several genes that correlated with OPLL, the underlying regulation network is far from clear. Through small RNA sequencing, we compared the microRNA expressions of primary posterior longitudinal ligament cells form OPLL patients with normal patients (PLL) and identified 218 dysregulated miRNAs (FDR < 0.01). Furthermore, assessing the miRNA profiling data of multiple cell types, we found these dysregulated miRNAs were mostly OPLL specific. In order to decipher the regulation network of these OPLL specific miRNAs, we integrated mRNA expression profiling data with miRNA sequencing data. Through computational approaches, we showed the pivotal roles of these OPLL specific miRNAs in heterotopic ossification of longitudinal ligament by discovering highly correlated miRNA/mRNA pairs that associated with skeletal system development, collagen fibril organization, and extracellular matrix organization. The results of which provide strong evidence that the miRNA regulatory networks we established may indeed play vital roles in OPLL onset and progression. To date, this is the first systematic analysis of the micronome in OPLL, and thus may provide valuable resources in finding novel treatment and diagnostic targets of OPLL.
机译:后纵韧带骨化(OPLL)是一种遗传性疾病,涉及脊椎韧带的病理性异位骨化。尽管研究已经鉴定出了几种与OPLL相关的基因,但其潜在的调控网络还远未弄清。通过小RNA测序,我们比较了OPLL患者和正常患者(PLL)的原代后纵韧带细胞的microRNA表达,并鉴定出218个miRNA失调(FDR <0.01)。此外,评估多种细胞类型的miRNA分析数据,我们发现这些失调的miRNA主要是OPLL特异性的。为了破译这些OPLL特定miRNA的调控网络,我们将mRNA表达谱数据与miRNA测序数据进行了整合。通过计算方法,我们通过发现与骨骼系统发育,胶原纤维组织和细胞外基质组织相关的高度相关的miRNA / mRNA对,显示了这些OPLL特异性miRNA在纵向韧带异位骨化中的关键作用。其结果提供了有力的证据,表明我们建立的miRNA调控网络可能确实在OPLL发作和进展中起着至关重要的作用。迄今为止,这是对OPLL中的微米组的首次系统分析,因此可以为寻找OPLL的新颖治疗和诊断目标提供宝贵的资源。

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