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用于膀胱癌检测的血浆 microRNA 图谱。

Plasma microRNA profiles for bladder cancer detection.

机构信息

Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.

出版信息

Urol Oncol. 2013 Nov;31(8):1701-8. doi: 10.1016/j.urolonc.2012.06.010. Epub 2012 Aug 3.

Abstract

BACKGROUND

Bladder cancer (BC) is a burdensome disease with significant morbidity, mortality, and cost. The development of novel plasma-based biomarkers for BC diagnosis and surveillance could significantly improve clinical outcomes and decrease health expenditures. Plasma miRNAs are promising biomarkers that have yet to be rigorously investigated in BC.

OBJECTIVE

To determine the feasibility and efficacy of detecting BC with plasma miRNA signatures.

MATERIALS AND METHODS

Plasma miRNA was isolated from 20 patients with bladder cancer and 18 noncancerous controls. Samples were analyzed with a miRNA array containing duplicate probes for each miRNA in the Sanger database. Logistic regression modeling was used to optimize diagnostic miRNA signatures to distinguish between muscle invasive BC (MIBC), non-muscle-invasive BC (NMIBC) and noncancerous controls.

RESULTS

Seventy-nine differentially expressed plasma miRNAs (local false discovery rate [FDR] <0.5) in patients with or without BC were identified. Some diagnostically relevant miRNAs, such as miR-200b, were up-regulated in MIBC patients, whereas others, such as miR-92 and miR-33, were inversely correlated with advanced clinical stage, supporting the notion that miRNAs released in the circulation have a variety of cellular origins. Logistic regression modeling was able to predict diagnosis with 89% accuracy for detecting the presence or absence of BC, 92% accuracy for distinguishing invasive BC from other cases, 100% accuracy for distinguishing MIBC from controls, and 79% accuracy for three-way classification between MIBC, NIMBC, and controls.

CONCLUSIONS

This study provides preliminary data supporting the use of plasma miRNAs as a noninvasive means of BC detection. Future studies will be required to further specify the optimal plasma miRNA signature, and to apply these signatures to clinical scenarios, such as initial BC detection and BC surveillance.

摘要

背景

膀胱癌(BC)是一种发病率高、死亡率高、医疗费用高的疾病。开发新的基于血浆的生物标志物来诊断和监测膀胱癌,可能会显著改善临床结果并降低医疗支出。血浆 microRNA 是一种很有前途的生物标志物,但其在膀胱癌中的应用尚未得到严格的研究。

目的

确定检测膀胱癌的血浆 microRNA 特征的可行性和有效性。

材料与方法

从 20 例膀胱癌患者和 18 例非癌症对照者的血浆中分离 microRNA。采用含有 Sanger 数据库中每个 microRNA 重复探针的 microRNA 芯片对样本进行分析。采用逻辑回归模型优化诊断 microRNA 特征,以区分肌层浸润性膀胱癌(MIBC)、非肌层浸润性膀胱癌(NMIBC)和非癌症对照组。

结果

在有或没有膀胱癌的患者中,鉴定出 79 个差异表达的血浆 microRNA(局部错误发现率[FDR]<0.5)。一些具有诊断相关性的 microRNA,如 miR-200b,在 MIBC 患者中上调,而其他 microRNA,如 miR-92 和 miR-33,与晚期临床分期呈负相关,这支持了这样一种观点,即释放到循环中的 microRNA 具有多种细胞起源。逻辑回归模型能够以 89%的准确率预测 BC 的有无,以 92%的准确率区分浸润性 BC 与其他病例,以 100%的准确率区分 MIBC 与对照组,以 79%的准确率对 MIBC、NMIBC 和对照组进行三分类。

结论

本研究提供了支持使用血浆 microRNA 作为非侵入性膀胱癌检测手段的初步数据。未来的研究将需要进一步明确最佳的血浆 microRNA 特征,并将这些特征应用于临床场景,如初始 BC 检测和 BC 监测。

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