The First Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Hangzhou, Zhejiang, China.
Prostate. 2012 Sep 15;72(13):1443-52. doi: 10.1002/pros.22495. Epub 2012 Feb 1.
Circulating microRNA (miRNAs) have been shown to have the potential as noninvasive diagnosis markers in several types of cancers. In this study, we investigated whether circulating miRNAs could be used in the diagnosis of prostate cancer (CaP) in a Chinese patient population.
Illumina's Human v2 miRNA microarray was used to analyze miRNAs levels in a small set of patients [25 CaP, 17 benign prostatic hyperplasia (BPH)] in an effort to identify CaP-specific miRNAs. The identified miRNAs were further examined by quantitative real-time PCR (qRT-PCR) in the same small set of patients. After the training phase of screening and selecting, the candidate miRNAs were validated in a larger independent cohort (80 CaP, 44 BPH, and 54 healthy controls) with qRT-PCR in the verification phase.
Five miRNAs were confirmed by qRT-PCR analysis in validation sets. Receiver operating characteristic (ROC) curve analysis showed all 5 miRNAs had diagnostic value. More importantly, further principal component analysis indicated component 1 extracted from expression data of the 5 miRNAs could differentiate CaP from BPH and healthy controls with high diagnosis performance, with an AUC of 0.924 and 0.860, respectively.
Our data suggested that circulating miRNAs could serve as biomarkers for CaP, and compared to single miRNA, the 5 miRNAs panel can accurately discriminate CaP from BPH and healthy controls with high sensitivity and specificity, and therefore, combined with routine PSA test, these 5 CaP-specific miRNAs may help improve CaP diagnosis in clinical application.
循环 microRNA(miRNA)已被证明具有作为几种类型癌症的非侵入性诊断标志物的潜力。在这项研究中,我们研究了循环 miRNA 是否可用于中国患者人群中前列腺癌(CaP)的诊断。
使用 Illumina 的 Human v2 miRNA 微阵列分析了一小部分患者[25 例 CaP,17 例良性前列腺增生(BPH)]中的 miRNA 水平,以鉴定 CaP 特异性 miRNA。通过定量实时 PCR(qRT-PCR)在相同的小部分患者中进一步检查鉴定的 miRNA。在筛选和选择的训练阶段之后,候选 miRNA 在用 qRT-PCR 在验证阶段在更大的独立队列(80 例 CaP、44 例 BPH 和 54 例健康对照)中进行验证。
qRT-PCR 分析验证了 5 个 miRNA。接收器操作特性(ROC)曲线分析显示所有 5 个 miRNA 均具有诊断价值。更重要的是,进一步的主成分分析表明,从 5 个 miRNA 的表达数据中提取的第一成分可以以高诊断性能区分 CaP 与 BPH 和健康对照,AUC 分别为 0.924 和 0.860。
我们的数据表明,循环 miRNA 可以作为 CaP 的生物标志物,与单个 miRNA 相比,5 个 miRNA 组合可以以高灵敏度和特异性准确地区分 CaP 与 BPH 和健康对照,因此,与常规 PSA 测试相结合,这 5 个 CaP 特异性 miRNA 可能有助于提高 CaP 诊断在临床应用中的准确性。