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基于 snoRNA 编码的长链非编码 RNA 的生物信息学分析在肝细胞癌中的预后价值。

Bioinformatic analysis of the prognostic value of the lncRNAs encoding snoRNAs in hepatocellular carcinoma.

机构信息

Department of Oncology Radiotherapy, Henan Provincial People's Hospital, Zhengzhou, Henan, China.

出版信息

Biofactors. 2019 Mar;45(2):244-252. doi: 10.1002/biof.1478. Epub 2018 Dec 8.

Abstract

Some lncRNAs can encode small nucleolar RNAs (snoRNAs), called small nucleolar RNA host genes (SNHGs), which exert diverse regulatory effects on cellular processes. In this study, using RNA-seq and survival data in the Cancer Genome Atlas (TCGA)-Liver Hepatocellular Carcinoma (LIHC), we examined the expression profile of some SNHG genes and explored their prognostic value in hepatocellular carcinoma (HCC). Level-3 RNA-sequencing data, the clinicopathological and survival data of patients with primary HCC were downloaded from the UCSC Xena browser (https://xenabrowser.net/), for a secondary analysis. Results showed that SNHG1, GAS5, SNHG3-7 and SNHG10-12 were significantly upregulated in HCC tissues (N = 49) compared with adjacent normal tissues (N = 49). After adjustment for confounding factors, the multivariate analysis confirmed that increased SNHG4 expression was independently associated with shorter OS (HR: 1.319, 95%CI: 1.131-1.537, P < 0.001), while increased GAS5 expression was an independent predictor of shorter RFS (HR: 1.287, 95% CI: 1.027-1.612, P = 0.028). Using the methylation data obtained from the Infinium HumanMethylation450 BeadChip, we found that SNHG4 expression was not likely to be modulated by methylation in HCC. In comparison, the methylation status of 5 CpG sites (cg07177756, cg17025683, cg16290996, cg03044573 and cg06644515) showed a moderately negative correlation (Pearson's r = -0.54, P < 0.001) with GAS5 expression. Based on these findings, we infer that SNHG4 and GAS5 might be valuable prognostic markers in HCC. DNA hypomethylation might play an important role in elevated GAS5 transcription in HCC. © 2018 BioFactors, 45(2):244-252, 2019.

摘要

一些 lncRNAs 可以编码小核仁 RNA(snoRNAs),称为小核仁 RNA 宿主基因(SNHGs),它们对细胞过程发挥多种调节作用。在这项研究中,我们使用癌症基因组图谱(TCGA)-肝脏肝癌(LIHC)中的 RNA-seq 和生存数据,检查了一些 SNHG 基因的表达谱,并探讨了它们在肝细胞癌(HCC)中的预后价值。从 UCSC Xena 浏览器(https://xenabrowser.net/)下载了原发性 HCC 患者的三级 RNA-seq 数据、临床病理和生存数据,进行二次分析。结果显示,与相邻正常组织(N=49)相比,SNHG1、GAS5、SNHG3-7 和 SNHG10-12 在 HCC 组织中显著上调(N=49)。在调整混杂因素后,多变量分析证实,SNHG4 表达增加与 OS 缩短独立相关(HR:1.319,95%CI:1.131-1.537,P<0.001),而 GAS5 表达增加是 RFS 缩短的独立预测因子(HR:1.287,95%CI:1.027-1.612,P=0.028)。使用从 Infinium HumanMethylation450 BeadChip 获得的甲基化数据,我们发现 SNHG4 表达不太可能受 HCC 甲基化的调节。相比之下,5 个 CpG 位点(cg07177756、cg17025683、cg16290996、cg03044573 和 cg06644515)的甲基化状态与 GAS5 表达呈中度负相关(Pearson's r=-0.54,P<0.001)。基于这些发现,我们推断 SNHG4 和 GAS5 可能是 HCC 的有价值的预后标志物。DNA 低甲基化可能在 HCC 中 GAS5 转录升高中起重要作用。©2018 BioFactors,45(2):244-252,2019。

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