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元微 RNA 生物标志物特征可用于乳腺癌亚型分类。

Meta-microRNA Biomarker Signatures to Classify Breast Cancer Subtypes.

机构信息

Ankara University , Biotechnology Institute, Ankara, Turkey .

出版信息

OMICS. 2018 Nov;22(11):709-716. doi: 10.1089/omi.2018.0157. Epub 2018 Nov 2.

DOI:10.1089/omi.2018.0157
PMID:30388053
Abstract

Breast cancer is one of the leading causes of morbidity and mortality that is in need of novel diagnostics and therapeutics. Meta-analysis of microarray data offers promise to combine studies and provide more robust results. We report here a molecular classification of pathological subtypes (estrogen receptor [ER], progesterone receptor [PR], and Human Epidermal Growth Factor Receptor 2 [HER2]) of breast cancers with microRNA (miRNA)-dependent signatures. A ranking-based meta-analysis approach was applied to eight independent microarray data sets and meta-miRNA lists were obtained that are specific to each breast cancer subtype. The comparison of the lists with miRCancer and the PhenomiR 2.0 databases pointed out nine prominent miRNAs: let-7b-5p, let-7c-5p, let-7e-5p, miR-130a-3p, miR-30a-5p, miR-92a-1-5p, miR-211-5p, miR-500a-3p, and miR-516b-3p. Further analysis conducted with the TCGA data showed that these miRNAs can differentiate tumors from normal samples as well as discriminate the molecular subtypes of breast cancer. According to the PAM50 classification, three of these miRNAs (let-7b-5p, let-7c-5p, and miR-30a-5p) downregulated significantly, whereas miR-130a-3p, miR-92a-1-5p, miR-211-5p, and miR-500a-3p upregulated in tumors from the luminal A to the basal-like subtypes. When the prominent meta-miRNAs and their targets were analyzed, they appeared to be taking part in important signaling pathways in cancer such as the PI3K-Akt signaling and the p53 signaling pathways. Furthermore, the regulatory genes, which are key players for ER, PR, and ErBb signaling pathways, were found to be under control of several meta-miRNAs. These meta-miRNAs and the genes they are regulating offer new promise for future translational research and potential targets for precision medicine diagnostics.

摘要

乳腺癌是发病率和死亡率较高的疾病之一,因此需要新型的诊断和治疗方法。对微阵列数据进行荟萃分析有望结合研究并提供更可靠的结果。我们在此报告了一种基于 microRNA(miRNA)依赖性特征的乳腺癌病理亚型(雌激素受体 [ER]、孕激素受体 [PR] 和人表皮生长因子受体 2 [HER2])的分子分类。应用基于排名的荟萃分析方法对 8 个独立的微阵列数据集进行分析,获得了针对每种乳腺癌亚型的特异性meta-miRNA 列表。将这些列表与 miRCancer 和 PhenomiR 2.0 数据库进行比较,指出了 9 个主要的 miRNA:let-7b-5p、let-7c-5p、let-7e-5p、miR-130a-3p、miR-30a-5p、miR-92a-1-5p、miR-211-5p、miR-500a-3p 和 miR-516b-3p。使用 TCGA 数据进行的进一步分析表明,这些 miRNA 可以区分肿瘤与正常样本,并且可以区分乳腺癌的分子亚型。根据 PAM50 分类,其中 3 个 miRNA(let-7b-5p、let-7c-5p 和 miR-30a-5p)下调显著,而 miR-130a-3p、miR-92a-1-5p、miR-211-5p 和 miR-500a-3p 在从 luminal A 到基底样亚型的肿瘤中上调。当分析显著的 meta-miRNA 及其靶标时,它们似乎参与了癌症中的重要信号通路,如 PI3K-Akt 信号通路和 p53 信号通路。此外,调控基因,即 ER、PR 和 ErBb 信号通路的关键参与者,被发现受几个 meta-miRNA 的控制。这些 meta-miRNA 及其调控的基因为未来的转化研究提供了新的希望,并为精准医学诊断提供了潜在的靶点。

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