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全基因组鉴定 lncRNAs 作为胶质瘤的新型预后生物标志物。

Genome-wide identification of lncRNAs as novel prognosis biomarkers of glioma.

机构信息

Neurosurgery Department, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China.

Department of Microbiology, Harbin Medical University, Harbin, China.

出版信息

J Cell Biochem. 2019 Dec;120(12):19518-19528. doi: 10.1002/jcb.29259. Epub 2019 Jul 11.

Abstract

BACKGROUND

Glioma is the primary cancer of the central nervous system, and defining the prognosis of glioma is of great significance in the clinical. The long noncoding RNAs (lncRNAs) emerge as important regulators of pathological processes. This study aimed to identify lncRNAs which could function as potential prognosis biomarkers of glioma.

MATERIAL AND METHODS

Glioma RNA-seq data from TCGA and CGGA were analyzed to identify neoplasm grade associated lncRNAs by DEseq. 2R and weighted gene co-expression network analysis. Consensus module genes were analyzed in Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway to predict lncRNAs biological functions. Then neutrophil immune estimations were analyzed by Tumor Immune Estimation Resource. Transcrption factors of these lncRNAs were predicted by PROMO. Overall survival and receiver operating characteristic (ROC) analyses were applied to test the accuracy of predicted lncRNAs as the markers of prognosis.

RESULTS

We identified four lncRNAs most correlated with both higher neoplasm grade and worse prognosis, including AC064875.2, HOTAIRM1, LINC00908, and RP11-84A19.3. Neutrophil-mediated immunity and cell adhesion junction were considered as the main biological functions of these lncRNAs. In addition, the correlation of these four lncRNAs with glioma prognosis was validated.

CONCLUSION

Neutrophil immune infiltration is implicated in higher neoplasm grade and worse prognosis of glioma. AC064875.2, HOTAIRM1, LINC00908, and RP11-84A19.3 may serve as potential prognosis biomarkers of glioma.

摘要

背景

神经胶质瘤是中枢神经系统的原发性癌症,明确神经胶质瘤的预后在临床中具有重要意义。长链非编码 RNA(lncRNA)作为病理过程的重要调节因子而出现。本研究旨在鉴定可作为神经胶质瘤潜在预后生物标志物的 lncRNA。

材料与方法

通过 DEseq. 2R 和加权基因共表达网络分析,分析 TCGA 和 CGGA 的神经胶质瘤 RNA-seq 数据,以确定与肿瘤分级相关的 lncRNA。通过基因本体论和京都基因与基因组百科全书通路分析共识模块基因,预测 lncRNA 的生物学功能。然后通过肿瘤免疫估计资源分析中性粒细胞免疫估计。通过 PROMO 预测这些 lncRNA 的转录因子。进行总体生存和接收者操作特征(ROC)分析,以测试预测 lncRNA 作为预后标志物的准确性。

结果

我们确定了四个与肿瘤分级较高和预后较差最相关的 lncRNA,包括 AC064875.2、HOTAIRM1、LINC00908 和 RP11-84A19.3。中性粒细胞介导的免疫和细胞黏附连接被认为是这些 lncRNA 的主要生物学功能。此外,还验证了这四个 lncRNA 与神经胶质瘤预后的相关性。

结论

中性粒细胞免疫浸润与神经胶质瘤的肿瘤分级较高和预后较差有关。AC064875.2、HOTAIRM1、LINC00908 和 RP11-84A19.3 可能作为神经胶质瘤的潜在预后生物标志物。

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