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Microarray-based bioinformatics analysis of the prospective target gene network of key miRNAs influenced by long non-coding RNA PVT1 in HCC

机译:长期非编码RNA PVT1在肝癌中影响关键miRNA的预期靶基因网络的基于微阵列的生物信息学分析

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摘要

The long non-coding RNA (lncRNA) PVT1 plays vital roles in the tumorigenesis and development of various types of cancer. However, the potential expression profiling, functions and pathways of PVT1 in HCC remain unknown. PVT1 was knocked down in SMMC-7721 cells, and a miRNA microarray analysis was performed to detect the differentially expressed miRNAs. Twelve target prediction algorithms were used to predict the underlying targets of these differentially expressed miRNAs. Bioinformatics analysis was performed to explore the underlying functions, pathways and networks of the targeted genes. Furthermore, the relationship between PVT1 and the clinical parameters in HCC was confirmed based on the original data in the TCGA database. Among the differentially expressed miRNAs, the top two upregulated and downregulated miRNAs were selected for further analysis based on the false discovery rate (FDR), fold-change (FC) and P-values. Based on the TCGA database, PVT1 was obviously highly expressed in HCC, and a statistically higher PVT1 expression was found for sex (male), ethnicity (Asian) and pathological grade (G3+G4) compared to the control groups (P<0.05). Furthermore, Gene Ontology (GO) analysis revealed that the target genes were involved in complex cellular pathways, such as the macromolecule biosynthetic process, compound metabolic process, and transcription. Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis revealed that the MAPK and Wnt signaling pathways may be correlated with the regulation of the four candidate miRNAs. The results therefore provide significant information on the differentially expressed miRNAs associated with PVT1 in HCC, and we hypothesized that PVT1 may play vital roles in HCC by regulating different miRNAs or target gene expression (particularly MAPK8) via the MAPK or Wnt signaling pathways. Thus, further investigation of the molecular mechanism of PVT1 in HCC is needed.
机译:长的非编码RNA(lncRNA)PVT1在各种类型的癌症的发生和发展中起着至关重要的作用。然而,在肝癌中PVT1的潜在表达谱,功能和途径仍然未知。在SMMC-7721细胞中敲除PVT1,然后进行miRNA微阵列分析以检测差异表达的miRNA。十二种靶标预测算法用于预测这些差异表达的miRNA的潜在靶标。进行了生物信息学分析,以探索目标基因的潜在功能,途径和网络。此外,基于TCGA数据库中的原始数据证实了PVT1与肝癌临床参数之间的关系。在差异表达的miRNA中,根据错误发现率(FDR),倍数变化(FC)和P值选择了前两个上调和下调的miRNA进行进一步分析。根据TCGA数据库,PVT1在肝癌中明显高表达,与对照组相比,性别(男性),种族(亚洲)和病理等级(G3 + G4)的PVT1表达在统计学上更高(P <0.05) 。此外,基因本体论(GO)分析显示目标基因参与了复杂的细胞途径,例如大分子的生物合成过程,复合代谢过程和转录过程。京都基因与基因组百科全书(KEGG)分析显示,MAPK和Wnt信号通路可能与四种候选miRNA的调控有关。因此,结果提供了有关肝癌中PVT1差异表达的miRNA的重要信息,我们假设PVT1可能通过MAPK或Wnt信号通路调节不同的miRNA或靶基因表达(尤其是MAPK8)在肝癌中发挥重要作用。因此,需要进一步研究肝癌中PVT1的分子机制。

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