Long Xiao-Ran, Zhang Yao-Jun, Zhang Mei-Yin, Chen Keng, Zheng X F Steven, Wang Hui-Yun
State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong 510060, China.
Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong 510060, China.
Aging (Albany NY). 2017 Jun 27;9(6):1565-1584. doi: 10.18632/aging.101253.
Hepatocellular carcinoma (HCC) is a common cancer with very poor survival due to lack of reliable biomarker for early diagnosis. In this study, we investigated microRNA (miRNA) profile of whole blood with a custom microarray containing probes for 1849 miRNA species in a total 213 successive subjects who were divided into a discovery set and a validation set. An 88-miRNA signature was established to diagnose health controls (HC), chronic hepatitis B (CHB), liver cirrhosis (LC) and HCC with 100% accuracy in the discovery set using Fisher discriminant analysis. This diagnostic signature was confirmed in the validation set with accuracy rates of 100%, 95.2%, 93.7% and 98.4% for HC, CHB, LC and HCC patients, respectively. Compared with AFP, the only available non-invasive and routinely used biomarker for diagnosis of HCC, the 88-miRNA signature has much higher accuracy (99.5% vs 76.5%), sensitivity (100% vs 63.8%), and specificity (99.2% vs 84.2%). More importantly, the signature detects small HCCs (<3cm) with 100% (17/17) accuracy while AFP has only 64.7% (11/17). In conclusion, we have identified a powerful and sensitive blood 88-miRNA signature for diagnosing early HCC and other chronic liver diseases (CHB and LC) with a high accuracy.
肝细胞癌(HCC)是一种常见癌症,由于缺乏用于早期诊断的可靠生物标志物,其生存率极低。在本研究中,我们使用定制微阵列对213名连续受试者的全血微小RNA(miRNA)谱进行了研究,该微阵列包含针对1849种miRNA的探针,这些受试者被分为发现集和验证集。通过Fisher判别分析,在发现集中建立了一个88-miRNA特征谱,用于诊断健康对照(HC)、慢性乙型肝炎(CHB)、肝硬化(LC)和HCC,准确率达100%。在验证集中确认了该诊断特征谱,HC、CHB、LC和HCC患者的准确率分别为100%、95.2%、93.7%和98.4%。与目前唯一可用的用于诊断HCC的非侵入性常规生物标志物甲胎蛋白(AFP)相比,88-miRNA特征谱具有更高的准确率(99.5%对76.5%)、灵敏度(100%对63.8%)和特异性(99.2%对84.2%)。更重要的是,该特征谱检测小肝癌(<3cm)的准确率为100%(17/17),而AFP仅为64.7%(11/17)。总之,我们已经确定了一种强大且灵敏的血液88-miRNA特征谱,可用于高精度诊断早期HCC和其他慢性肝病(CHB和LC)。