Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing Cancer Institute, Chongqing Cancer Hospital, Chongqing 400030, China.
Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou 550004, China.
Cancer Biomark. 2018;23(4):579-587. doi: 10.3233/CBM-181852.
Increasing studies have identified a series of circulating mircoRNAs (miRNAs) as biomarkers for disease detection due to their stability in the blood. The aim of the present study was to identify specific plasma miRNAs as potential biomarkers for nasopharyngeal carcinoma (NPC) detection.
Relative public microarray data were obtained and analyzed for screening of the plasma differentially expressed miRNAs (DEMs) between NPC patients and controls. This study contained two phases: a screening phase and a validation one. Logistic regression and receiver operating characteristics curve (ROC) analyses were used to identify DEM signatures. Moreover, targeted genes of the selected DEMs were predicted and their functions were annotated by using bioinformatic analysis.
Both the screening and the validation phases showed that three miRNAs (miR-548q, miR-630 and miR-940) in the plasma of NPC patients were up-regulated compared to those of controls. They can be used as biomarkers for discriminating NPC patients from non-cancerous controls. Moreover, we found a classifier including only two miRNAs (miR-548q and miR-940) that can be used as a diagnostic signature for NPC, achieving an area under curve (AUC) of 0.972, a sensitivity of 0.94, and a specificity of 0.925.
The present study demonstrated that three miRNAs (miR-548q, miR-630 and miR940) might be novel and useful biomarkers for NPC detection. A two-miRNA signature (miR-548q and miR940) may be considered as a better biomarker for NPC detection with relatively high sensitivity and specificity. Future studies with large sample sizes are needed for further validation.
由于在血液中稳定,越来越多的研究已经确定了一系列循环微小 RNA(miRNA)作为疾病检测的生物标志物。本研究旨在确定特定的血浆 miRNA 是否可以作为鼻咽癌(NPC)检测的潜在生物标志物。
获得了相对的公共微阵列数据,并对其进行了分析,以筛选 NPC 患者与对照组之间血浆中差异表达的 miRNA(DEM)。本研究包含两个阶段:筛选阶段和验证阶段。使用逻辑回归和接收器工作特征曲线(ROC)分析来识别 DEM 特征。此外,使用生物信息学分析预测所选 DEM 的靶向基因,并注释其功能。
筛选阶段和验证阶段均显示,与对照组相比,NPC 患者血浆中的三种 miRNA(miR-548q、miR-630 和 miR-940)上调。它们可作为区分 NPC 患者与非癌对照的生物标志物。此外,我们发现一个仅包含两个 miRNA(miR-548q 和 miR-940)的分类器,可作为 NPC 的诊断特征,曲线下面积(AUC)为 0.972,敏感性为 0.94,特异性为 0.925。
本研究表明,三种 miRNA(miR-548q、miR-630 和 miR940)可能是 NPC 检测的新型有用生物标志物。两个 miRNA 特征(miR-548q 和 miR940)可能是一种更好的 NPC 检测生物标志物,具有相对较高的敏感性和特异性。需要进一步验证。