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潜在的五 miRNA -signature 模型用于预测肾母细胞瘤患者的预后。

Potential Five-MicroRNA Signature Model for the Prediction of Prognosis in Patients with Wilms Tumor.

机构信息

Department of Hepatobiliary Surgery, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong, China (mainland).

Department of Endocrinology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong, China (mainland).

出版信息

Med Sci Monit. 2019 Jul 22;25:5435-5444. doi: 10.12659/MSM.916230.

Abstract

BACKGROUND Wilms tumor (WT) is the most common type of pediatric renal malignancy, and is associated with poor prognosis. The aim of the present study was to identify microRNA (miRNA) signatures which might predict prognosis and categorize WTs into high- and low-risk subgroups. MATERIAL AND METHODS The miRNA expression profiles of WT patients and normal samples were obtained from the Therapeutically Applicable Research to Generate Effective Treatment database. Differentially expressed miRNAs between WT patients and normal samples were identified using the EdgeR package. Subsequently, correlations between differentially expressed miRNAs and the prognosis of overall survival were analyzed. Enrichment analyses for the targeted mRNAs were conducted via the Database for Annotation, Visualization, and Integration Discovery. RESULTS A total of 154 miRNAs were identified as differentially expressed in WT. Of those, 18 miRNAs were associated with overall survival (P<0.05). A prognostic signature of 5 differentially expressed miRNAs (i.e., has-mir-149, has-mir-7112, has-mir-940, has-mir-1248, and has-mir-490) was constructed to classify the patients into high- and low-risk subgroups. The targeted mRNAs of these prognostic miRNAs were primarily enriched in Gene Ontology terms (i.e., protein autophosphorylation, protein dephosphorylation, and stress-activated MAPK cascade) and the Kyoto Encyclopedia of Genes and Genomes signaling pathways (i.e., MAPK, AMPK, and PI3K-Akt). CONCLUSIONS The 5-miRNA signature model might be useful in determining the prognosis of WT patients. As a promising prediction tool, this prognosis signature might serve as a potential biomarker for WT patients.

摘要

背景

Wilms 瘤(WT)是最常见的儿童肾恶性肿瘤,与预后不良相关。本研究旨在确定可能预测预后并将 WTs 分为高风险和低风险亚组的 microRNA(miRNA)特征。

材料和方法

从治疗性应用研究生成有效治疗数据库中获取 WT 患者和正常样本的 miRNA 表达谱。使用 EdgeR 包鉴定 WT 患者和正常样本之间差异表达的 miRNA。随后,分析差异表达 miRNA 与总生存预后之间的相关性。通过数据库注释、可视化和综合发现进行针对靶向 mRNAs 的富集分析。

结果

共鉴定出 154 个在 WT 中差异表达的 miRNA。其中,18 个 miRNA 与总生存相关(P<0.05)。构建了一个由 5 个差异表达 miRNA(即 has-mir-149、has-mir-7112、has-mir-940、has-mir-1248 和 has-mir-490)组成的预后签名,用于将患者分为高风险和低风险亚组。这些预后 miRNA 的靶向 mRNAs 主要富集在基因本体论术语(即蛋白自磷酸化、蛋白去磷酸化和应激激活的 MAPK 级联)和京都基因与基因组百科全书信号通路(即 MAPK、AMPK 和 PI3K-Akt)中。

结论

该 5-miRNA 特征模型可能有助于确定 WT 患者的预后。作为一种有前途的预测工具,该预后签名可能成为 WT 患者的潜在生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9a64/6668497/342d47c2df51/medscimonit-25-5435-g001.jpg

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