Kirschner Michaela B, Cheng Yuen Yee, Armstrong Nicola J, Lin Ruby C Y, Kao Steven C, Linton Anthony, Klebe Sonja, McCaughan Brian C, van Zandwijk Nico, Reid Glen
Asbestos Diseases Research Institute (ADRI), Sydney, NSW, Australia; Sydney Medical School, The University of Sydney, Sydney, NSW, Australia.
Asbestos Diseases Research Institute (ADRI), Sydney, NSW, Australia.
Mol Oncol. 2015 Mar;9(3):715-26. doi: 10.1016/j.molonc.2014.11.007. Epub 2014 Dec 2.
Prognosis of malignant pleural mesothelioma (MPM) is poor, and predicting the outcomes of treatment is difficult. Here we investigate the potential of microRNA expression to estimate prognosis of MPM patients.
Candidate microRNAs from microarray profiling of tumor samples from 8 long (median: 53.7 months) and 8 short (median: 6.4 months) survivors following extrapleural pneumonectomy (EPP) were validated by RT-qPCR in 48 additional EPP samples. Kaplan-Meier log ranking was used to further explore the association between microRNA expression and overall survival (OS). Binary logistic regression was used to construct a microRNA signature (miR-Score) that was able to predict an OS of ≥20 months. Performance of the miR-Score was evaluated by receiver operating characteristic (ROC) curve analysis and validated in a series of 43 tumor samples from patients who underwent palliative surgery [pleurectomy/decortication (P/D)].
The miR-Score, using expression data of six microRNAs (miR-21-5p, -23a-3p, -30e-5p, -221-3p, -222-3p, and -31-5p), enabled prediction of long survival with an accuracy of 92.3% for EPP and 71.9% for palliative P/D. Hazard ratios for score-negative patients were 4.12 (95% CI: 2.03-8.37) for EPP and 1.93 (95% CI: 1.01-3.69) for P/D. Importantly, adding the miR-Score to a set of clinical selection criteria (histology, age, gender) increased predictive accuracy in the independent validation set from 76.3% for clinical factors only to 87.3%.
This study has identified a novel 6-microRNA signature (miR-Score) that can accurately predict prognosis of MPM patients.
恶性胸膜间皮瘤(MPM)的预后较差,且难以预测治疗结果。在此,我们研究微小RNA表达在评估MPM患者预后方面的潜力。
从8例长期存活者(中位生存期:53.7个月)和8例短期存活者(中位生存期:6.4个月)的胸膜外肺切除术后肿瘤样本的微阵列分析中筛选出候选微小RNA,并通过逆转录定量聚合酶链反应(RT-qPCR)在另外48例胸膜外肺切除样本中进行验证。采用Kaplan-Meier对数秩检验进一步探讨微小RNA表达与总生存期(OS)之间的关联。使用二元逻辑回归构建一个能够预测OS≥20个月的微小RNA特征(miR-Score)。通过受试者工作特征(ROC)曲线分析评估miR-Score的性能,并在一系列43例接受姑息性手术[胸膜切除术/去皮质术(P/D)]患者的肿瘤样本中进行验证。
miR-Score利用六种微小RNA(miR-21-5p、-23a-3p、-30e-5p、-221-3p、-222-3p和-31-5p)的表达数据,对胸膜外肺切除术患者长期生存的预测准确率为92.3%,对姑息性胸膜切除术/去皮质术患者为71.9%。评分阴性患者的风险比,胸膜外肺切除术为4.12(95%置信区间:2.03 - 8.37),胸膜切除术/去皮质术为1.93(95%置信区间:1.01 - 3.69)。重要的是,将miR-Score添加到一组临床选择标准(组织学、年龄、性别)中,可使独立验证集中的预测准确率从仅临床因素的76.3%提高到87.3%。
本研究确定了一种新的6微小RNA特征(miR-Score),可准确预测MPM患者的预后。