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Identification and Insilico Analysis of Retinoblastoma Serum microRNA Profile and Gene Targets Towards Prediction of Novel Serum Biomarkers

机译:视网膜母细胞瘤血清microRNA谱的鉴定和分子生物学分析,以及预测新型血清生物标志物的基因靶标

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Retinoblastoma (RB) is a malignant tumor of the retina seen in children, and potential non invasive biomarkers are in need for rapid diagnosis and for prognosticating the therapy. This study was undertaken to identify the differentially expressed miRNAs in the serum of children with RB in comparison with the normal age matched serum, to analyze its concurrence with the existing RB tumor miRNA profile, to identify its novel gene targets specific to RB, and to study the expression of a few of the identified oncogenic miRNAs in the advanced stage primary RB patient's serum sample. MiRNA profiling was performed on 14 pooled serum from children with advanced RB and 14 normal age matched serum samples, wherein 21 miRNAs were found to be upregulated (fold change ≥ +2.0, P ≤ 0.05) and 24 to be downregulated (fold change ≤ -2.0, P ≤ 0.05). Furthermore, intersection of 59 significantly deregulated miRNAs identified from RB tumor profiles with that of miRNAs detected in serum profile revealed that 33 miRNAs had followed a similar deregulation pattern in RB serum. Later we validated a few of the miRNAs (miRNA 17-92) identified by microarray in the RB patient serum samples (n = 20) by using qRT-PCR. Expression of the oncogenic miRNAs, miR-17, miR-18a, and miR-20a by qRT-PCR was significant in the serum samples exploring the potential of serum miRNAs identification as noninvasive diagnosis. Moreover, from miRNA gene target prediction, key regulatory genes of cell proliferation, apoptosis, and positive and negative regulatory networks involved in RB progression were identified in the gene expression profile of RB tumors. Therefore, these identified miRNAs and their corresponding target genes could give insights on potential biomarkers and key events involved in the RB pathway.
机译:视网膜母细胞瘤(RB)是儿童所见的视网膜恶性肿瘤,潜在的非侵入性生物标志物需要快速诊断和治疗。进行这项研究以鉴定与正常年龄匹配的血清相比,RB儿童血清中差异表达的miRNA,分析其与现有RB肿瘤miRNA谱的同时性,鉴定其针对RB的新基因靶标,以及研究一些已鉴定的致癌性miRNA在晚期原发性RB患者血清样品中的表达。对来自晚期RB儿童的14份混合血清和14份正常年龄匹配的血清样品进行了miRNA分析,其中发现21个miRNA上调(倍数变化≥+ 2.0,P≤0.05),其中24个下调(倍数变化≤- 2.0,P≤0.05)。此外,从RB肿瘤图谱中鉴定到的59个显着失调的miRNA与在血清图谱中检测到的miRNA的交集揭示了33个miRNA在RB血清中遵循了相似的失调模式。后来,我们使用qRT-PCR验证了RB患者血清样本(n = 20)中通过微阵列鉴定的一些miRNA(miRNA 17-92)。通过qRT-PCR检测致癌的miRNA,miR-17,miR-18a和miR-20a在血清样品中的表达非常重要,探索了将血清miRNA鉴定为无创诊断的潜力。此外,根据miRNA基因靶点预测,在RB肿瘤的基因表达谱中鉴定出了细胞增殖,凋亡以及与RB进展有关的正调控网络和负调控网络的关键调控基因。因此,这些鉴定出的miRNA及其相应的靶基因可以提供有关RB途径中潜在的生物标志物和关键事件的见解。

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