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首页> 外文期刊>Frontiers in Surgery >Long Non-coding RNAs in Traumatic Brain Injury Accelerated Fracture Healing
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Long Non-coding RNAs in Traumatic Brain Injury Accelerated Fracture Healing

机译:创伤性脑损伤中长期非编码RNA加速骨折愈合

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It is commonly observed that patients with bone fracture concomitant with traumatic brain injury (TBI) had significantly increased fracture healing, but the underlying mechanisms were not fully revealed. Long non-coding RNAs (lncRNAs) are known to play complicated roles in bone homeostasis, but their role in TBI accelerated fracture was rarely reported. The present study was designed to determine the role of lncRNAs in TBI accelerated fracture via transcriptome sequencing and further bioinformatics analyses. Blood samples from three fracture-only patients, three fracture concomitant with TBI patients, and three healthy controls were harvested and were subsequently subjected to transcriptome lncRNA sequencing. Differentially expressed genes were identified, and pathway enrichment was performed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis. High-dimensional data visualization by self-organizing map (SOM) machine learning was applied to further interpret the data. An xCell method was then used to predict cellular behavior in all samples based on gene expression profiles, and an lncRNA–cell interaction network was generated. A total of 874 differentially expressed genes were identified, of which about 26% were lncRNAs. Those identified lncRNAs were mainly enriched on TBI-related and damage repair-related pathways. SOM analyses revealed that those differentially expressed lncRNAs could be divided into three major module implications and were mainly enriched on transcriptional regulation and immune-related signal pathways, which promote us to further explore cellular behaviors based on differentially expressed lncRNAs. We have predicted that basophils, CD8+ T effector memory cells, B cells, and na?ve B cells were significantly downregulated, while microvascular endothelial cells were predicted to be significantly upregulated in the Fr/TBI group, was the lowest and highest, respectively. ENSG00000278905, ENSG00000240980, ENSG00000255670, and ENSG00000196634 were the most differentially expressed lncRNAs related to all changes of cellular behavior. The present study has revealed for the first time that several critical lncRNAs may participate in TBI accelerated fracture potentially via regulating cellular behaviors of basophils, cytotoxic T cells, B cells, and endothelial cells.
机译:通常观察到,骨折伴有创伤性脑损伤(TBI)的患者显着增加了骨折愈合,但潜在机制没有完全揭示。已知长期非编码RNA(LNCRNA)在骨稳态中发挥复杂的作用,但很少报道它们在TBI加速骨折中的作用。本研究旨在通过转录组测序和进一步的生物信息学分析来确定LNCRNA在TBI加速骨折中的作用。从三个骨折患者中血液样品,三次伴随着TBI患者的骨折,并收获了三种健康对照,随后进行转录组LNCRNA测序。鉴定了差异表达基因,通过基因本体(GO)和基因组(KEGG)分析进行途径富集进行途径富集。通过自组织地图(SOM)机器学习的高维数据可视化应用于进一步解释数据。然后使用Xcell方法来预测基于基因表达谱的所有样品中的细胞行为,并产生LNCRNA-细胞相互作用网络。鉴定了总共874个差异表达基因,其中约26%是LNCRNA。那些鉴定的LNCRNA主要富集于相关的TBI相关和损害的修复相关途径。 SOM分析显示,差异表达的LNCRNA可以分为三个主要模块的影响,并且主要富集在转录调控和免疫相关信号途径上,这促使我们进一步探索基于差异表达的LNCRNA的细胞行为。我们预测嗜碱性粒细胞,CD8 + T效应存储器单元,B细胞和NaαveB细胞显着下调,而预测微血管内皮细胞在FR / TBI组中明显上调,分别是最低和最高的。 ENSG00000278905,ENSG00000240980,ENSG00000255670和ENSG00000196634是最差异化的LNCRNA与蜂窝行为的所有变化相关。本研究首次揭示了几种关键的LNCRNA可以通过调节嗜碱性粒细胞,细胞毒性T细胞,B细胞和内皮细胞的细胞行为来参与TBI加速骨折。

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