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作为前列腺癌预后指标的靶基因筛选及miRNA的调控功能

Screening of Target Genes and Regulatory Function of miRNAs as Prognostic Indicators for Prostate Cancer.

作者信息

Xiaoli Zhang, Yawei Wei, Lianna Liu, Haifeng Li, Hui Zhang

机构信息

Life Science Research Center of Hebei North University, Zhangjiakou, Hebei, China (mainland).

Basic Medical College of Hebei North University, Zhangjiakou, Hebei, China (mainland).

出版信息

Med Sci Monit. 2015 Dec 2;21:3748-59. doi: 10.12659/msm.894670.

Abstract

BACKGROUND MicroRNAs expression profiling of prostate cancer is becoming increasingly used due to its usefulness in diagnosis, staging, prognosis, and response to treatment. The aim of this study was to screen differentially expressed miRNAs in prostate cancer and analyze the functions and signal pathways of their target genes. MATERIAL AND METHODS High-throughput data of miRNAs were downloaded from The Cancer Genome Atlas (TCGA) database. A total of 551 samples (52 normal and 499 prostate cancer cases) and 1046 miRNAs expression values were selected for further analysis. Differentially expressed miRNAs between normal and prostate cancer tissues were identified using SAMR. StarBase and TargetScan software were used to predict the miRNAs' target group and target genes, respectively. GO functional and KEGG pathway analysis was conducted on up/down-regulated expressed miRNA with DAVID. Finally, survival analysis was performed to evaluate the association of differently expressed miRNAs signature and overall survival of prostate cancer patients. RESULTS A total of 162 miRNAs were differentially expressed between normal and prostate cancer samples, including 128 up-regulated and 38 down-regulated ones; hsa-mir-153-2, hsa-mir-92a-1, and hsa-mir-182 (up-regulated); and hsa-mir-29a, hsa-mir-10a, and hsa-mir-221 (down-regulated) were identified as good biomarkers. In GO and KEGG analysis, target genes of down-regulated miRNAs were significantly enriched in positive ion combination and JAK-STAT pathway annotation, respectively; the ones with up-regulated miRNAs were significantly enriched in the function of plasma membrane and MARK signaling pathway annotation, respectively. Patients were categorized into low- or high-score groups according to their risk scores from each miRNA. The patients in the low-score group had better overall survival compared with those in high-score group. CONCLUSIONS The 6 differentially expressed miRNAs and their target genes were used to define important molecular targets that could serve as prognostic and predictive markers in the treatment of prostate cancer. Further research on the function of the target genes in the MAPK signal pathway could provide references for treatment of prostate cancer.

摘要

背景 由于微小RNA(miRNA)表达谱在前列腺癌的诊断、分期、预后及治疗反应方面具有重要作用,其在前列腺癌中的应用越来越广泛。本研究旨在筛选前列腺癌中差异表达的miRNA,并分析其靶基因的功能及信号通路。

材料与方法 从癌症基因组图谱(TCGA)数据库下载miRNA的高通量数据。共选择551个样本(52例正常样本和499例前列腺癌病例)及1046个miRNA表达值进行进一步分析。使用SAMR软件鉴定正常组织与前列腺癌组织之间差异表达的miRNA。分别使用StarBase和TargetScan软件预测miRNA的靶标组和靶基因。利用DAVID软件对上调/下调表达的miRNA进行基因本体(GO)功能和京都基因与基因组百科全书(KEGG)通路分析。最后,进行生存分析以评估差异表达的miRNA特征与前列腺癌患者总生存的相关性。

结果 正常样本与前列腺癌样本之间共有162个miRNA差异表达,其中128个上调,38个下调;已鉴定出hsa-mir-153-2、hsa-mir-92a-1和hsa-mir-182(上调);以及hsa-mir-29a、hsa-mir-10a和hsa-mir-221(下调)为良好的生物标志物。在GO和KEGG分析中,下调miRNA的靶基因分别在正离子结合和JAK-STAT通路注释中显著富集;上调miRNA的靶基因分别在质膜功能和MARK信号通路注释中显著富集。根据每个miRNA的风险评分将患者分为低分或高分组。低分患者组的总生存情况优于高分患者组。

结论 这6个差异表达的miRNA及其靶基因可作为重要的分子靶点,有望成为前列腺癌治疗中的预后和预测标志物。对MAPK信号通路中靶基因功能的进一步研究可为前列腺癌治疗提供参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2bd0/4671457/7ef744a694c8/medscimonit-21-3748-g001.jpg

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